Neural Network from Scratch in TensorFlow

Offered byCoursera

Neural Network from Scratch in TensorFlow
at
Coursera
Overview

Learn step by step to implement a Neural Network model in TensorFlow

Duration	2 hours
Total fee	₹729
Mode of learning	Online
Schedule type	Self paced
Difficulty level	Intermediate
Credential	Certificate

Neural Network from Scratch in TensorFlow
at
Coursera
Highlights

All learning materials including the interactive workspace and final quiz
Instant access to the necessary software packages through Rhyme
A split-screen video walkthrough of each step, from a subject-matter expert
Free download of created material
Ability to access the cloud desktop across six different sessions

Neural Network from Scratch in TensorFlow
at
Coursera
Course details

Skills you will learn

Data Science

Who should do this course?

This course works best for learners who are based in the North America region

What are the course deliverables?

Data Science
Deep Learning
Mathematical Optimization
Artificial Neural Network
Tensorflow

More about this course

Learn how to implement a neural network from scratch using TensorFlow.
Learn how to solve a multi-class classification problem using the neural network implementation
Implement the gradient descent algorithm with the help of TensorFlow's automatic differentiation
Understand how a slightly lower level implementation might work in tensor?ow

Neural Network from Scratch in TensorFlow
at
Coursera
Curriculum

Create the Neural Network class

Create a forward pass function

Use the cross entropy loss with logits

Create a predict function

Create the main training mechanism and implement gradient descent with automatic differentiation

Break down data-set in batches

Neural Network from Scratch in TensorFlow
at
Coursera
Faculty details

Amit Yadav

Amit is a Machine Learning Engineer with focus in creating deep learning based computer vision and signal processing products. He has led chat bot development at a large corporation in the past. Amit is one of the Machine Learning and Data Science instructors at Rhyme.