Basic Image Classification with TensorFlow

Offered byCoursera

Basic Image Classification with TensorFlow
at
Coursera
Overview

Fundamentals of Image Classification Using TensorFlow: A Beginner's Guide

Duration	2 hours
Mode of learning	Online
Difficulty level	Beginner
Official Website	Go to Website
Credential	Certificate

Basic Image Classification with TensorFlow
at
Coursera
Highlights

Hands-on Learning
Expert Guidance
Guided Project

Basic Image Classification with TensorFlow
at
Coursera
Course details

What are the course deliverables?

Create, train and evaluate a neural network in TensorFlow
Understand the basics of neural networks
Solve classification problems with neural networks

More about this course

In this course, you'll master Keras with TensorFlow, tackling image classification. You'll craft, train, and assess a top-notch Neural Network model for accurate hand-written digit predictions.
Gain expertise in neural networks, TensorFlow, and Keras. Ideal for North American learners, with plans to expand globally for a broader audience.

Basic Image Classification with TensorFlow
at
Coursera
Curriculum

Encode the labels

Understand neural networks

Preprocess image examples

Create a neural network model

Train the model to fit the dataset

Evaluate the model

Visualize the predictions

Basic Image Classification with TensorFlow
at
Coursera
Faculty details

Amit Yadav

Amit is a Machine Learning Engineer with an interest in building machine learning products. He has led a number of machine learning projects at different companies - ranging from startups to large multinational corporations.