Syllabus

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Program 1

Data Foundations

5 weeks / 4 to 6 hours per week / KES 1,000/week

  1. Week 0: Setup: Install Anaconda, Tableau Public, GitHub. Join Slack.
  2. Week 1: Python Fundamentals for Data: Variables, lists, loops, functions. Read CSV files. Practice with sample sales data.
  3. Week 2: Data Manipulation with Pandas: Load, inspect, clean, filter, group, aggregate, merge. Handle missing values.
  4. Week 3: Visualization with Matplotlib: Line plots, bar charts, histograms, scatter plots. Customize labels, titles, and legends.
  5. Week 4: Tableau Public – Dashboards and Storytelling: Connect to data, build charts, create interactive dashboards, publish to Tableau Public.
  6. Week 5: Capstone Project: Clean a messy orders file. Answer business questions. Build a Tableau dashboard. Present insights.

Tools covered: Python, Pandas, Matplotlib, Tableau Public, Jupyter Notebooks, GitHub, Slack.

No exams. Project based only. Certificate upon completion.

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Program 2

Data Analytics (with Automation and Basic ML)

4 months / KES 5,000 per month

From spreadsheets to automation. Build real dashboards and learn to automate your work. Graduate with a portfolio of 8+ projects and a QR-verifiable credential.

  1. Phase 1 - Foundations (Weeks 1-2): Spreadsheets, data quality, cleaning, KPIs.
  2. Phase 2 - SQL and Databases (Weeks 3-5): SQL fundamentals, advanced SQL, Python intro.
  3. Phase 3 - Python for Analytics (Weeks 6-9): Pandas, visualization, Power BI fundamentals.
  4. Phase 4 - Business Intelligence (Weeks 10-12): Advanced Power BI, BigQuery, automation.
  5. Phase 5 - Advanced Topics (Weeks 13-14): Machine learning, portfolio, career prep.
  6. Phase 6 - Capstone (Weeks 15-16): End-to-end analytics project and final presentation.

Projects you'll build

#ProjectTools
1Business Data AuditSheets/Excel
2Business Metrics DashboardSheets/Excel
3Data Extraction with SQLSQL
4Sales Performance AnalysisPython (Pandas, Matplotlib, Seaborn)
5Executive DashboardPower BI
6Cloud Data AnalysisBigQuery
7Automated Report Workflown8n
8Customer Churn PredictionScikit-learn
9Capstone ProjectAll tools combined

Tools covered: Excel, Google Sheets, SQL, Power BI, Python (Pandas, Matplotlib, Seaborn), Google BigQuery, Scikit-learn, n8n, Zapier, Git, GitHub.

Live online sessions plus self-paced notebooks. No exams. 100% project based. QR-verifiable certificate upon completion.

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Program 3

AI Web Development & Client Delivery

2 weeks / 8 to 10 hours per week / KES 3,500

Build, deploy, and sell websites using AI tools like Lovable and Bolt. From idea to live site to paying client in 2 weeks.

  1. Week 0: Setup: Install VS Code, Git, and set up a Linux terminal (WSL for Windows). Create GitHub, Vercel, Lovable, and Bolt accounts. Join the WhatsApp group.
  2. Week 1: Build and Deploy: Build websites with Lovable and Bolt using prompts. Connect to GitHub. Deploy on Vercel. Buy and connect a custom domain. Learn Linux terminal basics. Work locally in VS Code. Edit code with LLMs. Master the Git loop (push and pull).
  3. Week 2: Scale and Get Paid: Move projects between accounts to extend free credits. Reconnect GitHub after transfers. Price your websites. Write a scope document. Create an invoice. Receive payment via M-Pesa. Learn client handover. Find your first client. Build and present your capstone website.

Tools covered: Lovable, Bolt.new, GitHub, Vercel, VS Code, Linux Terminal, ChatGPT, Claude, M-Pesa.

No exams. Project based only. Certificate upon completion.

Register
Program 4

Analytics Engineering

2 months / KES 7,500 per month

Full syllabus coming soon. Join the waitlist to be the first to know when enrollment opens.

Program 5

Data Engineering

4 months / KES 8,000 per month

Full syllabus coming soon. Join the waitlist to be the first to know when enrollment opens.