12-Week Data Analytics & AI Roadmap
Master Data Analytics, Machine Learning, and AI to transition into a high-demand career.
Week-by-Week Roadmap
Week 1-3: Data Collection, Cleaning, and Exploration
- Collect data from Kaggle or UCI
- Clean and preprocess data with Python, Pandas, SQL
- Visualize the data with Matplotlib and Seaborn
Progress: 0/3 tasks completed
Week 4-6: Machine Learning Development
- Implement supervised learning models
- Train models and evaluate using accuracy, recall
- Fine-tune models for optimal performance
Progress: 0/3 tasks completed