Engineering-Grade
Data & AI Courses.
Step past surface-level syntax. Master enterprise data modeling, high-throughput Python pipelines, advanced SQL problem-solving, and production Agentic AI workflows.
Production Power BI & DAX Mastery: Enterprise Modeling & Performance
Build executive-ready semantic models and sub-second DAX reporting suites
Master the architectural principles, star schemas, VertiPaq performance diagnostics, and complex DAX calculation patterns required to deliver enterprise-grade analytics.
Executive SaaS Revenue & Cohort Retention Analytics Suite with dynamic currency conversion and row-level security.
- 5 Production-grade .pbix starter projects (Executive, Sales, Inventory, Finance)
- 50+ Battle-tested DAX calculation recipes & Tabular Editor automation scripts
- VertiPaq Analyzer diagnostic checklist to eradicate slow queries
- Enterprise Row-Level Security (RLS) & Power BI Service governance guide
- Certificate of Completion & private student discussion channel
Modern SQL Mastery: Real-World Business Scenarios & Query Tuning
From complex joins and window functions to query execution plans
Step past basic syntax into senior-level database manipulation. Learn to write bulletproof analytic queries, compute retention curves, untangle recursive hierarchies, and tune slow EXPLAIN plans.
Multi-Touch Marketing Attribution & Customer Lifetime Value (LTV) Engine built directly in PostgreSQL.
- 100+ Real-world business challenges across e-commerce, fintech, and SaaS
- Pre-seeded PostgreSQL & DuckDB practice databases with millions of rows
- EXPLAIN ANALYZE query tuning blueprints (B-trees, hash joins, index scans)
- 50 Senior Data Analyst technical interview queries with video walkthroughs
- Full SQL snippet vault & cheat sheet references
Applied Machine Learning & Agentic AI: Scikit-Learn to LangGraph
Production ML pipelines, hybrid search RAG, and autonomous cyclic agents
Bridge the gap between experimental Jupyter notebooks and deployable AI systems. Build predictive pipelines, leak-free feature engineering, production RAG systems, and self-healing agentic workflows.
Autonomous Financial Research & Document Analyst Agent with live web search, PDF RAG, and automated executive markdown reporting.
- 4 Full production GitHub repositories with Docker Compose runtime environments
- End-to-end RAG architecture with hybrid BM25 + dense search and Cohere rerankers
- LangGraph cyclic state graph templates with self-correction retry feedback
- FastAPI production microservice templates with Pydantic v2 data validation
- Direct code reviews and private Discord / forum access
Python for Data Engineering & Workflow Automation
High-speed ETL with Polars, embedded DuckDB, web scrapers, and schedulers
Stop wasting hours on manual CSV cleaning and spreadsheet copying. Learn how to write lightning-fast Polars pipelines, scrape dynamic websites, ingest REST APIs, and schedule autonomous scripts.
Automated Competitor Pricing & Market Intelligence Pipeline with automated PDF executive reports and Slack alerts.
- 15 Production Python automation script blueprints ready to customize
- Polars & DuckDB high-throughput transformation starter kits (10M+ rows in seconds)
- Playwright headless browser scraping setups with stealth and retry handling
- Automated email/Slack alert integrations and scheduled cron execution
- Clean PEP-8 project structures with poetry/uv package management
Data Career Launchpad: Portfolios, Resumes & Interview Mastery
Land high-paying Data Analyst, BI Developer, and Data Scientist roles
A comprehensive playbook to bypass ATS screening bots, craft GitHub portfolios that impress engineering hiring managers, excel in live technical interviews, and negotiate senior compensation.
A polished, production-grade GitHub portfolio project with live interactive demo, technical README, and executive case study.
- ATS-Optimized resume templates (LaTeX, Word, and Markdown formats)
- 3 Standout portfolio project frameworks (Avoid generic Titanic/Iris clones)
- Technical screening simulation drills (SQL live query tests, DAX scenarios)
- Salary negotiation battlecards and counter-offer email scripts
- Personal 1-on-1 resume audit and written feedback voucher with Shoaib Akthar
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Why these courses are different.
Designed specifically for practitioners who need skills that stand up to senior technical interviews and enterprise production environments.
Zero Toy Datasets
No Iris or Titanic tutorials. You work with real multi-million-row transactional schemas, messy dates, missing keys, and realistic business constraints.
Full Production Repositories
Download complete, working .pbix models, Python scripts, Docker files, and SQL schemas ready to adapt directly into your workplace or portfolio.
Direct Instructor Access
Ask questions and get direct technical feedback from Shoaib Akthar rather than automated forum bots or outsourced community moderators.
Lifetime Access & Updates
Every course includes lifetime access and receives free curriculum updates as modern libraries (LangGraph, Polars, Power BI) evolve.
Upskill Your Analytics & Engineering Team
Looking to train your data analysts on star schema modeling, migrate legacy Excel reporting to Power BI, or introduce your software team to Agentic AI and LangGraph? I deliver custom multi-day corporate workshops and team seat bundles.
Frequently Asked Questions
01. What background or prerequisites do I need?
Each course lists clear prerequisites. Our SQL and Python courses accommodate beginners who know basic computing, while the Power BI and Machine Learning/AI courses assume some prior familiarity with tabular data or programming concepts.
02. How do I access the course material and code repositories?
Upon enrollment, you receive instant access credentials to our video learning portal and private GitHub repositories containing all starter code, completed solutions, sample databases, and .pbix files.
03. Can my company or employer reimburse this course?
Yes. Every enrollment includes an itemized invoice, syllabus documentation, and a Certificate of Completion suitable for corporate continuing education and training expense reimbursements.
04. Are the project templates licensed for commercial client work?
Yes! All starter templates, DAX measure scripts, and Python automation blueprints carry commercial licenses allowing you to deploy them in your client consulting and workplace projects.
05. What if I get stuck on a technical coding exercise?
You have direct access to our private student forum where you can post your code and questions. Shoaib Akthar personally reviews and responds to student queries to ensure you never remain stuck.
Let's Find the Right Path for Your Goals.
Send me your current resume or a brief description of your technical goals, and I'll give you an honest recommendation on which course or mentorship program matches your trajectory.