COURSE INTRODUCTION
Deep Learning is one of the most exciting and promising segments of Artificial Intelligence and machine learning technologies. This deep learning course with TensorFlow is designed to help you master deep learning techniques and build deep learning models using TensorFlow, the open-source software library developed by Google for the purpose of conducting machine learning and deep neural networks research. It is one of the most popular software platforms used for deep learning and contains powerful tools to help you build and implement artificial neural networks.
Advancements in deep learning are being seen in smartphone applications, creating efficiencies in the power grid, driving advancements in healthcare, improving agricultural yields, and helping us find solutions to climate change. With this Tensorflow course, you’ll build expertise in deep learning models, learn to operate TensorFlow to manage neural networks and interpret the results.
KEY FEATURES
COURSE OBJECTIVES
After finish the course, student will have knowledge and skills to:
AUDIENCE
PREREQUISITES
EXAM & CERTIFICATION
Unlock Simplilearn certificate
Who provides the certification and how long is it valid for?
Upon successful completion of the Deep Learning online training course, you will be awarded an industry-recognized course completion certificate from Simplilearn which has a lifelong validity.
COURSE CONTENTS
Lesson 00 - Introduction to TensorFlow
Lesson 01 - Perceptrons
Lesson 02 - Activation Functions
Lesson 03 - Artificial Neural Networks
Lesson 04 - Gradient Descent and Backpropagation
Lesson 05 - Optimization and Regularization
Lesson 06 - Intro to Convolutional Neural Networks
Lesson 07 - Introduction to Recurrent Neural Networks
Lesson 08 - Deep Learning applications