Python Learning Roadmap
A focused Python path with Boot.dev chapters, ITI Arabic, Harvard CS50P, original exercises and three data project briefs.
Explore the resourceTHE DATA TEA / LEARNING IN THE OPEN
Learn it. Build it.
Share the useful parts.
My learning hubs, labs, and technical notes. A growing collection of the ideas I want to understand well enough to explain.
Forward Deployed Engineer Roadmap
A personal 24-week path from Python, SQL, BI, and n8n to customer-facing engineering delivery. Interactive skill map, weekly plans, projects, and architecture diagrams.
Explore the resourceExcel Zero to Hero
A connected Excel learning hub with lessons, practice, Power Query, formulas, and resources.
Explore the resourceThe Data Tea
A data-career and learning project built around practical roadmaps and resources.
Explore the resourceData engineering roadmap
A self-paced route through SQL, Python, analytics engineering, pipelines, and portfolio practice.
Explore the resourceExcel VBA second brain
Notes on macros, debugging, UserForms, Office integration, and automation architecture.
Explore the resourceNetworking, in practice
A course-based lab repository exploring protocols, TLS, Docker, and database access.
Explore the resourceOperating systems labs
Hands-on exploration of processes, virtual memory, caches, buffers, and copy-on-write.
Explore the resourceThe Data Tea · AI Automation Roadmap
An interactive learning roadmap for AI automation, featuring n8n and adjacent automation tools as structured data-tea products. · Built with Manus
Explore the resourceData & AI Career Roadmap Generator
An end-to-end data engineering pipeline that scrapes real-time job market data across multiple platforms, extracts technical skills using Gemini 2.0 Flash, and powers an interactive Serverless Next.js web application to generate sequential learning roadmaps. Includes a GitHub Actions cron job for daily market data updates across 15+ job profiles.
Explore the resourceSTRUCTURED LEARNING / SELECTED TRAINING
Introduction to Excel
365 Data ScienceRevisited Excel fundamentals and passed the course exam on a second attempt. First taken during the 2025 free-access period; retaken in 2026 as structured revision.
n8n Foundations Professional Certificate
n8n AcademyEssentials, Integrations, and In Practice: AI, Testing & Best Practices.
Fundamentals of Networking for Effective Backend Design
UdemyCompleted course with practical networking labs.
Data Analytics Diploma
Ahmed Ali · Friendly Analysis28 sessions covering data analytics.
Build with AI: Masr Edition
Information Technology Institute (ITI)AI-focused training.
Python, APIs & data-platform foundations
365 Data ScienceWeb Scraping and API Fundamentals in Python; Introduction to Jupyter, Data Warehousing, and Databricks.
Power BI Desktop & Power BI Service
Maven AnalyticsBusiness intelligence training.
SQL, Python, Excel & data foundations
IBM · edXSQL for Data Science; Relational Database Basics; Python Basics for Data Science; Analyzing Data with Excel; Data Engineering Basics for Everyone; Data Analytics Basics for Everyone.
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