Modules
1
Python for Data Science
Master NumPy, Pandas, and data manipulation
+120 XP
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2
Statistics & Probability
Statistical foundations for machine learning
+140 XP
3
ML Fundamentals (Scikit-learn)
Classification, regression, and clustering
+180 XP
4
Deep Learning with PyTorch
Build and train neural networks
+200 XP
5
NLP & Transformers
Text processing, embeddings, and transformer architectures
+220 XP
6
Computer Vision
Image classification, object detection, and CNNs
+200 XP
7
LLM Application Development
Build applications with GPT, Claude, and Gemini APIs
+240 XP
8
MLOps & Model Deployment
Deploy models to production with monitoring
+200 XP