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Virtual projects

Step-by-step labs with clear skills to learn — submit work for an e-certificate and your web resume.

First time? Open any project and read Environment setup first — Windows and macOS walkthroughs included.

Project Copilot
All 🛡️ Network Security / Cybersecurity 🎮 Game Development ⚙️ Backend Development 🌐 Web Engineer 🏗️ Software / Solution Architect 💼 Technical Consultant 💻 Software Developer 📡 Network Engineer / Internetworking 📊 Data Analyst → Data Scientist 🤖 AI Engineer 📱 Mobile Application Programmer 📋 ICT Project Manager

Practice labs for this career path · Data Analyst → Data Scientist

Prioritize these virtual projects for “Data Analyst → Data Scientist” so your portfolio matches the role.

Recommended 8 learners

Pandas Internship Funnel Lab

Explain conversion with funnel data and actions

Skills you'll learn
Pandas Funnel analysis Data cleaning Insight writing Visualization
Recommended 8 learners

SQL Lab: SQLite + Node.js

Backend core: SQL and relational modeling

Skills you'll learn
SQL queries Data modeling JOIN / aggregates Node + DB Data validation
Recommended 7 learners

Selenium Job Scrape & Demand Analysis

Map your skills to real job postings and gaps

Skills you'll learn
Selenium scraping Job data analysis Skill demand mapping Python basics Research reporting
Recommended 6 learners

RAG Hit Rate Lab

RAG: measure Hit@k and improve retrieval hit rate

Skills you'll learn
Hit@k evaluation Corpus chunking Query rewrite Error analysis RAG ablations
Recommended 9 learners

Build an H5 + JS Portfolio Site

Build a portfolio front door recruiters can browse

Skills you'll learn
HTML structure CSS layout JavaScript basics Portfolio storytelling Git intro
Recommended 6 learners

TPM Project Brief under Pressure

TPM: pressurized scope, defended cuts, change control

Skills you'll learn
Project brief Scope control RACI Milestone planning Success metrics
Free Intermediate Review to certify 8 learners

Pandas Internship Funnel Lab

Analyze a mock application funnel with Pandas: conversion, drop-off, and a short insight memo.

Skills you'll learn
Pandas Funnel analysis Data cleaning Insight writing Visualization
~100 min · +50 pts
Open
Free Intermediate Review to certify 8 learners

SQL Lab: SQLite + Node.js

Design tables, write JOINs, and query internship data safely with parameterized SQL.

Skills you'll learn
SQL queries Data modeling JOIN / aggregates Node + DB Data validation
~110 min · +50 pts
Open
Free Intermediate Review to certify 7 learners

Selenium Job Scrape & Demand Analysis

Use Python Selenium to scrape job cards, analyse skill coverage and hiring volume by role type, then write a demand report.

Skills you'll learn
Selenium scraping Job data analysis Skill demand mapping Python basics Research reporting
~150 min · +50 pts
Open
Free Advanced Review to certify 6 learners

RAG Hit Rate Lab

Build an eval set, measure Hit@k, then improve retrieval with chunking / query rewrite / hybrid — numbers before vibes.

Skills you'll learn
Hit@k evaluation Corpus chunking Query rewrite Error analysis RAG ablations
~140 min · +70 pts
Open
Free Beginner Review to certify 9 learners

Build an H5 + JS Portfolio Site

Ship a responsive personal portfolio with HTML5, CSS and vanilla JS — not just fill-in forms.

Skills you'll learn
HTML structure CSS layout JavaScript basics Portfolio storytelling Git intro
~90 min · +40 pts
Open
Free Advanced Review to certify 6 learners

TPM Project Brief under Pressure

Own a 6-week CareerAck AI Breakthrough delivery: cut scope, split promises, and lock change control.

Skills you'll learn
Project brief Scope control RACI Milestone planning Success metrics
~120 min · +60 pts
Open
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