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1. Build Your First Machine Learning Model
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Classroom Contents
Introduction to Machine Learning
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- 1 Intro to ML: Course Overview
- 2 0. What is machine learning?
- 3 1. Build Your First Machine Learning Model
- 4 2. Multi-Layer Perceptrons
- 5 3. Convolutional Neural Networks
- 6 4. Autoencoders
- 7 5. Sentiment Analysis
- 8 6. Recurrent Neural Networks [RNNs]
- 9 7. Text Generation using LSTMs and GRUs
- 10 8. Text Classification Using Convolutional Neural Networks
- 11 9. Hybrid LSTMs [Long Short-Term Memory]
- 12 10. Seq2Seq Models
- 13 Weights & Biases: The AI Developer Platform for MLOps and LLMOps
