Course: Learn TensorFlow
- 1 Introduction to TensorFlow and Environment Setup
- 2 Core Concepts: Working with Tensors
- 3 Keras API Fundamentals
- 4 Data Pipelines and Preprocessing
- 5 Building and Training Neural Networks
- 6 Callbacks, Monitoring, and Model Management
- 7 Deep Learning for Computer Vision (CNNs)
- 8 Natural Language Processing (NLP) Basics
- 9 Advanced Model Building: The Functional API
- 10 Custom Training Loops and Advanced Mechanics
- 11 Model Deployment and Production