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A. General Data Science : A1. Introduction to Data Science and Machine Learning
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: A2. Python for Data Science
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: A3. Ethical Considerations in Data Science
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B. Statistics : B1. Statistical Learning and Regression Models
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B. Statistics : B1. Descriptive Statistics
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: B2. Probability Distributions
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: B3. Inferential Statistics
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: B4: Bayesian Statistics
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C. Machine Learning : C1. Machine Learning with Scikit-Learn
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: C2. Supervised Learning
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: C3. Unsupervised Learning
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: C4. Ensemble Methods
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D. Deep Learning : D1. Neural Networks with PyTorch
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: D2. Transformers with HuggingFace
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: D3. GenAI 1: LLM, RAG
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: D4. GenAI 2: Multimodal LLMs
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: D5.: Agents and MCP
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: D3. GenAI 1 - LLM, RAG
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: D4. GenAI 2 - Multimodal LLMs
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: D5. Agents and MCP
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E. Continuous Integration / Continuous Deployment : E1. Model Deployment and Productionization
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