Artificial Intelligence (AI) revolution is here and TensorFlow 2.0 is finally here to make it happen much faster! TensorFlow 2.0 is Google’s most powerful, recently released open source platform to build and deploy AI models in practice. AI technology is experiencing exponential growth and is being widely adopted in the Healthcare, defense, banking, gaming, transportation and robotics industries. The purpose of this course is to provide students with practical knowledge of building, training, testing and deploying Artificial Neural Networks and Deep Learning models using TensorFlow 2.0 and Google Colab.
Module 1 – Introduction and Course Outline
Whats New in TensorFlow
What is Google Colab
Module 2 – Build Your First Simple Perceptron Model
What are ANNs and How they learn?
Build our first ANN model
TF Playground
Load TF and Data
Model Training
Model Evaluation