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Full Curriculum
Data Science & AI
Here’s a week-by-week breakdown of what you’ll learn. Our curriculum is designed to take you from beginner to job-ready in just 3 months.
Week 1–2Python & Data Fundamentals
- Python basics
- NumPy for numerical data
- Pandas for data manipulation
Week 3–4Statistics & Data Visualization
- Descriptive and inferential statistics
- Matplotlib and Seaborn
- Storytelling with data
Week 5–6Machine Learning I
- Supervised learning (Regression, Classification)
- Model evaluation
- Scikit-learn
Week 7–8Machine Learning II
- Unsupervised learning (Clustering)
- Ensemble methods (Random Forest, XGBoost)
Week 9–10Deep Learning & AI
- Introduction to Neural Networks with Keras/TensorFlow
- Intro to NLP
Week 11–12Capstone Project & Career Prep
- End-to-end AI project
- Deploying models
- Interview practice