Data Science Roadmap (2025–2026 Edition)
This is a practical, step-by-step roadmap to go from zero to employable Data Scientist in 12–18 months (full-time) or 18–24 months (part-time). Focus on skills that pay, portfolio projects, and real-world impact.
Welcome to Data Science Roadmap (2025–2026 Edition)
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About This Course
This is a practical, step-by-step roadmap to go from zero to employable Data Scientist in 12–18 months (full-time) or 18–24 months (part-time). Focus on skills that pay, portfolio projects, and real-world impact.
What You'll Learn
- Power BI for Business Intelligence: Complete Guide (2025 Edition)
- LightGBM GPU Optimization (2025 Edition)
- Advanced ML & MLOps
- DoRA Implementation Guide (2025 Edition)
- QLoRA Implementation Details (2025 Edition)
- LoRA Fine-Tuning Tutorial (2025 Edition)
- PyTorch Lightning Deep Dive (2025 Edition)
- Deep Learning with PyTorch: Complete Mastery (2025 Edition)
- Machine Learning Core
- Data Science Roadmap
- Data Visualization
- Statistics & Math for Data Science
- End-to-End ML Project: Fraud Detection System
- Behavioral Cohort Analysis: Real-World Examples
- Cohort Analysis with SQL & Python
- Advanced SQL Window Functions for Data Science
- Detailed SQL for Data Analysis
- Statistics & Math