Curriculum
Module 1Introduction to TensorFlowRead moreShow less
- What is TensorFlow?
- Evolution of TensorFlow (TF 1.x vs TF 2.x)
- TensorFlow ecosystem overview (TF Lite, TF Serving, TF.js)
- Installing TensorFlow and setting up the environment (local & Google Colab)
Module 2TensorFlow FundamentalsRead moreShow less
- Tensors and operations
- Variables, constants, and placeholders
- Broadcasting and tensor math
- Gradient computation with tf.GradientTape
Module 3Building Neural Networks with Keras APIRead moreShow less
- Introduction to Keras (Sequential and Functional APIs)
- Building a basic neural network
- Activation functions
- Loss functions and optimizers
- Compiling, fitting, and evaluating models
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