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Full-Stack AI Engineer: ML, Deep Learning, Gen AI
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Introduction to the Course
Week 1: Python Programming Basics
Week 2: Data Science Essentials
Week 3: Mathematics for Machine Learning
Week 4: Probability and Statistics for ML
Week 5: Introduction to Machine Learning
Week 6: Feature Engineering and Model Evaluation
Week 7: Advanced Machine Learning Algorithms
Week 8: Model Tuning and Optimization
Week 9: Neural Networks and DL Fundamentals
Week 10: Convolutional Neural Networks (CNNs)
Week 11: RNNs and Sequence Modeling
Week 12: Transformers and Attention Mechanisms
Week 13: Transfer Learning and Fine-Tuning
Week 14: MLOps and Model Deployment
Week 15: Generative AI and LLM Applications