45 Days
BEGINNER BUSINESS & MANAGEMENT INTERNSHIP
Social Media Management & Community Building
Social Media Management & Community Building is a Beginner internship track focused on Foundational skills, syntax, basic tools, and core industry workflows.
2 Months
Beginner
Choose portfolio projects from your selected level
Beginner internship certificate and mentor-guided learning
Real-world assignments in Social Media APIs & Content Operations (DataOps)
Enrollment Form
Secure your seat
Connect With Our Team
Fill your details and our team will contact you shortly.
Outcomes
What this program helps you build by the end
Outcome-focused highlights designed to make the value of the program easy to understand at a glance.
3 Portfolio Projects Required
Project requirement for this tier
Business & Management
Career domain
Curriculum
Build practical skills through structured module work
Every module is sequenced to help learners move from guided basics to stronger, portfolio-worthy execution.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Hootsuite/Buffer JSON Payload Builder in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Hootsuite/Buffer JSON Payload Builder into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Formatting a raw text post, image URL, and scheduled timestamp into the exact JSON array required to push content via API
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Hootsuite/Buffer JSON Payload Builder against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Platform Character Limit Validator in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Platform Character Limit Validator into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a script that scans a CSV of proposed posts and automatically fails any row where Twitter exceeds 280 characters or LinkedIn exceeds 3,000
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Platform Character Limit Validator against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Cross-Platform Aspect Ratio Checker in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Cross-Platform Aspect Ratio Checker into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing logic to validate image metadata: flagging an error if a YouTube thumbnail is not exactly 16:9 or an Instagram grid post is not 1:1 or 4:5
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Cross-Platform Aspect Ratio Checker against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Bulk Upload CSV Formatter in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Bulk Upload CSV Formatter into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Standardizing a messy, client-provided spreadsheet of 100 tweets into the strict Date | Time | Content | URL format required for native bulk scheduling
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Bulk Upload CSV Formatter against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Global Timezone Scheduler Math in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Global Timezone Scheduler Math into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a script that takes a requested "9:00 AM PST" launch time and converts it mathematically to the exact UTC timestamp required by the scheduling API
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Global Timezone Scheduler Math against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Hashtag Density & Banned Tag Auditor in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Hashtag Density & Banned Tag Auditor into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
A script that counts hashtags in a post, failing it if LinkedIn has >5 tags, or if it includes any tags on a JSON "banned/shadowbanned" list
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Hashtag Density & Banned Tag Auditor against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for UTM Parameter Enforcer in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break UTM Parameter Enforcer into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Scanning a list of social media outbound links and injecting the exact utm_source=linkedin and utm_medium=social parameters without breaking the base URL
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test UTM Parameter Enforcer against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for True Engagement Rate Calculator in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break True Engagement Rate Calculator into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating the exact engagement rate by dividing total interactions (Likes, Comments, Shares) by Total Impressions, not just by Follower Count
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test True Engagement Rate Calculator against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Follower Growth Velocity in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Follower Growth Velocity into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating the Month-over-Month (MoM) percentage growth rate from a 12-month historical CSV export of LinkedIn company page data
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Follower Growth Velocity against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Viral Coefficient Formula (K-Factor) in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Viral Coefficient Formula (K-Factor) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating whether a campaign achieved true mathematical virality (a K-factor > 1.0) based on shares and subsequent unique click-throughs
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Viral Coefficient Formula (K-Factor) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Social Share of Voice (SOV) Calculator in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Social Share of Voice (SOV) Calculator into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Parsing an industry dataset to calculate the exact percentage of total industry conversations that mentioned your brand vs. three competitors
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Social Share of Voice (SOV) Calculator against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Organic vs. Paid Reach Split in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Organic vs. Paid Reach Split into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a formula that subtracts paid impressions from total impressions to find the true baseline organic floor of a Facebook page
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Organic vs. Paid Reach Split against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Click-Through Rate (CTR) vs. Swipe-Up Rate in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Click-Through Rate (CTR) vs. Swipe-Up Rate into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Comparing Instagram Story outbound clicks against total story views to calculate the conversion efficiency of the creative
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Click-Through Rate (CTR) vs. Swipe-Up Rate against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Customer Acquisition Cost (CAC) via Social in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Customer Acquisition Cost (CAC) via Social into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Summing the monthly salary of the social media manager + software costs, divided by the total number of trackable conversions generated from organic social links
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Customer Acquisition Cost (CAC) via Social against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for PR Crisis Alert Trigger (Velocity Math) in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break PR Crisis Alert Trigger (Velocity Math) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing webhook logic: IF brand mentions spike by >400% above the 30-day moving average within a 1-hour window, THEN trigger a PagerDuty/Slack alert
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test PR Crisis Alert Trigger (Velocity Math) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Profanity & Hate Speech Filter (Regex) in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Profanity & Hate Speech Filter (Regex) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a Regular Expression that scans a CSV of inbound YouTube comments and deletes/flags any containing variations of banned words or bypassed spellings (e.g., f@ke
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Profanity & Hate Speech Filter (Regex) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Customer Support Ticket Router in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Customer Support Ticket Router into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Parsing a CSV of Twitter mentions; if the text contains "broken", "refund", "delayed", or "help", the script categorizes it as a Support Ticket rather than a Marketing Engagement
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Customer Support Ticket Router against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Brand Misspelling Catcher in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Brand Misspelling Catcher into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing fuzzy-match logic to capture and track social media mentions where the brand name is commonly misspelled (e.g., "AirBnB" vs "Air B and B"
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Brand Misspelling Catcher against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for FTC "#Ad" Compliance Scanner in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break FTC "#Ad" Compliance Scanner into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
A script that audits a list of sponsored influencer posts, failing any post where #ad or #sponsored is hidden below the "Read More" fold
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test FTC "#Ad" Compliance Scanner against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Competitor Mention Scraper (Regex) in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Competitor Mention Scraper (Regex) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a script to find and extract competitor Twitter handles (@competitorA) hidden within industry conversation threads
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Competitor Mention Scraper (Regex) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Copyright Strike Risk Analyzer in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Copyright Strike Risk Analyzer into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Scanning a JSON list of planned TikTok videos and flagging an error if the selected audio track ID is not found in the approved Commercial Music Library database
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Copyright Strike Risk Analyzer against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Discord Auto-Mod Regex in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Discord Auto-Mod Regex into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing the exact regex string to instantly delete any user message that contains a discord.gg/ invite link to prevent server poaching
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Discord Auto-Mod Regex against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Subreddit Karma & Age Gatekeeper in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Subreddit Karma & Age Gatekeeper into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing the AutoModerator JSON logic to automatically reject posts from Reddit accounts that are under 30 days old or have negative comment karma
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Subreddit Karma & Age Gatekeeper against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Slack Community Welcome Payload (Block Kit) in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Slack Community Welcome Payload (Block Kit) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Formatting a complex JSON payload using Slack's Block Kit framework to send an interactive welcome message with onboarding buttons to new members
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Slack Community Welcome Payload (Block Kit) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Inactive Member Pruning Script in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Inactive Member Pruning Script into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Parsing a Discord server CSV export and flagging any User ID that has 0 messages sent and 0 voice channel minutes over the last 90 days for removal
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Inactive Member Pruning Script against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Engagement Gamification Tiering in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Engagement Gamification Tiering into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a script that assigns point values (Post = 5 pts, Comment = 2 pts) and automatically promotes users to a "VIP Member" status when they hit 500 points
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Engagement Gamification Tiering against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for AMA (Ask Me Anything) Question Sorter in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break AMA (Ask Me Anything) Question Sorter into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Parsing a massive CSV of community questions, removing duplicates, and sorting them strictly by upvote count to generate a final Top 10 list for the CEO
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test AMA (Ask Me Anything) Question Sorter against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Automated FAQ Trigger Logic in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Automated FAQ Trigger Logic into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing chatbot logic: IF an inbound DM contains "pricing" OR "cost" AND is during off-hours, THEN auto-reply with the Pricing Page URL
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Automated FAQ Trigger Logic against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Creator CPM (Cost Per Mille) Calculator in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Creator CPM (Cost Per Mille) Calculator into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Evaluating influencer quotes by dividing their flat $5,000 fee by their average video views (in thousands) to find their true CPM
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Creator CPM (Cost Per Mille) Calculator against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Affiliate Code ROI Merger in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Affiliate Code ROI Merger into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Using VLOOKUP/Index-Match to merge a Shopify export of used discount codes (e.g., "JANE20") with an Influencer Payout CSV to calculate commission owed
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Affiliate Code ROI Merger against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Fake Follower Audit Logic in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Fake Follower Audit Logic into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a script that flags influencer accounts for fraud review if they have >500,000 followers but an average post engagement rate of < 0.1%
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Fake Follower Audit Logic against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Influencer Brief JSON Standardizer in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Influencer Brief JSON Standardizer into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Structuring a legal creator brief into a strict JSON format outlining Deliverables (1 Reel, 2 Stories), Usage Rights (30 Days), and Payout Terms (Net-30
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Influencer Brief JSON Standardizer against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Promo Code Clash Detector in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Promo Code Clash Detector into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Scanning a master database of active affiliate codes and failing a new entry if an exact text match already exists, preventing payment overlap
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Promo Code Clash Detector against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Multi-Tiered Affiliate Commission Calculator in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Multi-Tiered Affiliate Commission Calculator into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing the formula: 10% commission on the first $1,000 driven, 15% on $1,001 - $5,000, and 20% on everything above
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Multi-Tiered Affiliate Commission Calculator against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Product Seeding Inventory Allocator in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Product Seeding Inventory Allocator into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating exactly how many units of a $40 product can be shipped to micro-influencers without exceeding a strict $5,000 quarterly seeding budget
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Product Seeding Inventory Allocator against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Image Alt-Text Accessibility Flag in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Image Alt-Text Accessibility Flag into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a script that scans an outbound API publishing queue and halts any image post that has a blank alt_text field, ensuring WCAG compliance
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Image Alt-Text Accessibility Flag against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Broken Link Checker (Link-in-Bio) in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Broken Link Checker (Link-in-Bio) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Parsing a CSV of the company's Instagram Linktree/Bio links and flagging any URL that returns a 404 error code
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Broken Link Checker (Link-in-Bio) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for SSO Access Revocation Script in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break SSO Access Revocation Script into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing the logical steps to safely terminate a departing social media manager's access by removing their User ID from 5 different platform JSON arrays
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test SSO Access Revocation Script against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Brand Bio / About Us Standardization in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Brand Bio / About Us Standardization into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Scanning the bio text of 15 different localized Twitter accounts (e.g., @Brand_UK, @Brand_FR) to ensure the mandatory legal disclaimer is present in all of them
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Brand Bio / About Us Standardization against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Password Rotation Log Auditor in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Password Rotation Log Auditor into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Parsing a security CSV and flagging any native social media account that has not had its password updated in over 90 days
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Password Rotation Log Auditor against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Multi-Account Naming Convention Auditor in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Multi-Account Naming Convention Auditor into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a script that flags regional Facebook pages that do not match the strict BrandName - Country formatting rule
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Multi-Account Naming Convention Auditor against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for User-Generated Content (UGC) Legal Tracker in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break User-Generated Content (UGC) Legal Tracker into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Creating a boolean database logic that prevents a marketing manager from downloading a fan's photo until the Explicit_Permission_Granted field is marked TRUE
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test User-Generated Content (UGC) Legal Tracker against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Custom Audience CSV Hashing (SHA-256) in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Custom Audience CSV Hashing (SHA-256) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a Python script that takes a raw list of customer emails, lowercases them, removes spaces, and hashes them into SHA-256 strings required for legal Facebook Ad uploads
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Custom Audience CSV Hashing (SHA-256) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Lookalike Audience Seed Size Validator in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Lookalike Audience Seed Size Validator into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Scanning a CSV of high-value customers and failing the upload if the total row count is less than the strict 1,000-user minimum required to build a Lookalike model
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Lookalike Audience Seed Size Validator against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Frequency Cap Cost Analyzer in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Frequency Cap Cost Analyzer into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating wasted ad spend by identifying users in an ad report who were shown the same creative more than 10 times without converting
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Frequency Cap Cost Analyzer against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Facebook Ads JSON Payload Formatter in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Facebook Ads JSON Payload Formatter into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Structuring the exact API payload for a new ad campaign, mapping out the campaign_objective, daily_budget, and targeting_parameters
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Facebook Ads JSON Payload Formatter against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for A/B Test Statistical Significance (Ads) in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break A/B Test Statistical Significance (Ads) into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Calculating the math to prove if Ad Variant B (50 clicks / 10,000 impressions) mathematically defeated Ad Variant A (40 clicks / 10,000 impressions
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test A/B Test Statistical Significance (Ads) against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Daily Ad Spend Pacing Algorithm in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Daily Ad Spend Pacing Algorithm into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Writing a script that checks month-to-date spend on Day 15, and recalculates the exact maximum daily budget required to hit a strict $25,000 cap without underspending
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Daily Ad Spend Pacing Algorithm against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for ROAS (Return on Ad Spend) by Platform in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break ROAS (Return on Ad Spend) by Platform into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
Comparing TikTok Ad spend vs. Revenue against LinkedIn Ad spend vs. Revenue to calculate which platform generated the highest mathematical ROI
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test ROAS (Return on Ad Spend) by Platform against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Define Project Brief
Write the objective, scope, inputs, constraints, and acceptance criteria for Capstone: Master Social ROI Report in Social Media Management & Community Building.
Submission
Brief document with objective, scope, assumptions, and acceptance criteria.
AI Review Focus
Checks clarity, scope, realism, and alignment with the selected course topic.
Plan Workflow
Break Capstone: Master Social ROI Report into milestones, required tools, source data, validation rules, and final output format.
Submission
Milestone checklist with tools, data requirements, and review plan.
AI Review Focus
Checks sequencing, tool fit, completeness, and execution readiness.
Build Core Output
A script that ingests three separate files: Organic Reach CSV, Influencer Payout CSV, and Shopify Revenue CSV, merging them to output a master JSON report detailing the holistic ROI of the entire social department
Submission
Project file, repository, design link, spreadsheet, report, or implementation artifact.
AI Review Focus
Checks whether the artifact is complete, structured, practical, and reviewable.
Document and Review
Explain key decisions, test Capstone: Master Social ROI Report against the brief, and record fixes or limitations.
Submission
README, decision log, quality checklist, screenshots, or demo notes.
AI Review Focus
Checks reasoning quality, evidence of review, and portfolio presentation readiness.
Why Choose This Course
Strong reasons learners choose this track over passive learning
Clear, high-signal benefits designed to make the decision easier and faster.
Guided Practical Workflow
The track breaks Social Media Management & Community Building into clear tasks, checkpoints, and submission expectations.
Career-Relevant Output
You finish with a concrete project artifact that helps show your learning progress.
Structured Internship Path
The program is organized by tier, duration, and portfolio requirements so learners know exactly what to complete.
Social Proof
Real learner signals that build trust before they enroll
Testimonial cards designed to feel credible, clear, and easy to scan.
“
A
Aarav Mehta
Business & Management Learner
Design & Product
The structure helped me understand Social Media Management & Community Building through practical tasks and clear checkpoints.
“
N
Nisha Kapoor
College Student
Design & Product
I liked that every module ended with something concrete to submit, review, and improve.
FAQs
Clear answers for the final questions learners usually ask
Short, direct answers that remove hesitation without slowing down the decision.
No. The beginner tier starts with foundations and then moves into applied tasks.
Yes. The curriculum is organized around structured assignments, submissions, and reviewable portfolio outputs.
This is a 45 Days Beginner tier track with 3 Portfolio Projects Required.
Final Step
Ready to start your journey?
Join a structured learning path built to turn clarity into output and output into confidence.
Limited seats available and the next batch is filling soon.
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