Hands-On Keras for Machine Learning Engineers | Packt Publishing

person icon Packt Publishing

Hands-On Keras for Machine Learning Engineers | Packt Publishing

Learn to design and build deep learning models with Keras

updated on icon Updated on Oct, 2023

language icon Language - English

person icon Packt Publishing

architecture icon Machine Learning,Development,Data Science

Lectures -68

Duration -2 hours


30-days Money-Back Guarantee

Training 5 or more people ?

Get your team access to 19,000+ top Tutorialspoint courses anytime, anywhere.

Course Description

Welcome to hands-on Kera's for machine learning engineers. This is a carefully structured course to guide you in your journey to learn deep learning in Python with Kera's. Discover the Kera's Python library for deep learning and learn the process of developing and evaluating deep learning models using it.

There are two top numerical platforms for developing deep learning models; they are Theano, developed by the University of Montreal, and Tensor Flow developed at Google. Both were developed for use in Python and both can be leveraged by the super-simple-to-use Kera's library. Kera's wraps the numerical computing complexity of Theano and Tensor Flow, providing a concise API that we will use to develop our own neural network and deep learning models. Kera's has become the gold standard in the applied space for rapid prototyping deep learning models.

This course is a hands-on guide. It is a playbook and a workbook intended for you to learn by doing and then apply your new understanding to your own deep learning Kera's models.

All resources and code files for this course are placed here: https://github.com/PacktPublishing/Hands-On-Keras-for-Machine-Learning-Engineers


This course is for developers, machine learning engineers, and data scientists that want to learn how to get the most out of Kera's. You do not need to be a machine learning expert, but it would be helpful if you knew how to navigate a small machine learning problem using Sickest-Learn.


What will you learn in this course:

  • Develop and evaluate neural network models end-to-end
  • Build larger models for image and text data
  • Understand the anatomy of a Keras model
  • Evaluate the performance of a deep learning Keras model
  • Build end-to-end regression and classification models in Keras
  • Learn how to use checkpointing to save the best model run


What are the prerequisites for this course?

  • Basic concepts such as cross-validation and one-hot encoding used in lessons and projects are described, but only briefly. With all of this in mind, this is an entry-level course on the Keras library.
Hands-On Keras for Machine Learning Engineers | Packt Publishing


Check out the detailed breakdown of what’s inside the course

4 Lectures
  • play icon Introduction 01:35 01:35
  • play icon What You'll Learn in this Course 01:33 01:33
  • play icon Is this Course Right for You? 00:51 00:51
  • play icon What is Keras? 01:24 01:24
23 Lectures
Going Deeper with Keras
15 Lectures
Convolutional Neural Networks
17 Lectures
Recurrent Neural Networks
9 Lectures

Instructor Details

Packt Publishing

Packt Publishing

Founded in 2004 in Birmingham, UK, Packt's mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals.

Working towards that vision, we have published over 6,500 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done - whether that's specific learning on an emerging technology or optimizing key skills in more established tools.

As part of our mission, we have also awarded over $1,000,000 through our Open Source Project Royalty scheme, helping numerous projects become household names along the way.

Course Certificate

User your certification to make a career change or to advance in your current career. Salaries are among the highest in the world.

sample Tutorialspoint certificate

Our students work
with the Best

Related Video Courses

View More

Annual Membership

Become a valued member of Tutorials Point and enjoy unlimited access to our vast library of top-rated Video Courses

Subscribe now
People having fun around a laptop

Online Certifications

Master prominent technologies at full length and become a valued certified professional.

Explore Now
People having fun around a laptop

Talk to us