Keras Training

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Keras Course Overview

Keras is a neural-network open-source library written in Python. It can run on TensorFlow, Microsoft Cognitive Toolkit, R, Theano, or PlaidML. Built to allow rapid experimentation with deep neural networks, it focuses on being user-friendly, flexible and extensible. Keras makes deep learning as easy as deep learning can be. Keras is one of the leading APIs for high-level neural networks. It is written in Python and supports several back-end neural network computing engines.

HKR delivers the best industry-oriented KERAS training course that is in line to clear the certification exams. Our course covers all the key concepts such as key fundamentals of KERAS, KERAS concepts, installation, API, deep learning, word embeddings, RNN, deep learning models, etc. During the training period, you can get full support and real-time project assistance from experienced professionals. Enroll today at HKR for accepting the new challenges to make the best out of our KERAS online training.


To apply for the Keras Training, you need to either:

  • You need to have a good foundation in mathematical concepts like linear algebra, calculus, probability and statistic
  • You need to know at least one programming language like Python or R. You need to have a good understanding of OOPs concepts, algorithms and data structures.
  • You need to have some basic data analysis and data visualisation skills.

Keras Course Content

The Keras course curriculum is structured to streamline the learning process by a team of experts. You can find the complete course details in the below mentioned modules:

1.1 Understanding the features of Keras

1.2 Advantages of Keras

1.3 Keras Limitations

2.1 Installing Keras

  • Installation of dependencies
  • Installation of Theano
  • Installation of TensorFlow
  • Installation of Keras
  • Testing each Installation

2.2 Configuring Keras

  • Installation of Keras on Docker
  • Installation of Keras on Google Cloud ML
  • Installation of Keras on Amazon AWS
  • Installation of Keras on Microsoft Azure

2.3 Keras API

  • Basic Architecture of Keras
  • Overview of predefined neural network layers
  • Overview of predefined activation functions
  • Understanding Losses Functions
  • Understanding Metrics
  • Some Useful Operations

3.1 Deep Convolutional Neural Network

3.2 Understanding Deep Convolutional Neural Network (DCNN)

3.3 Simple Example of DCNN

3.4 Recognizing CIFAR-10 images with DL

4.1 Overview of GAN

4.2 Keras adversarial GANs for forging MNIST

4.3 Keras adversarial GANs for forging CIFAR

4.4 Understanding WaveNet

5.1 Distributed Representations

5.2 Understanding word2vec

5.3 GloVe Exploring functionalities

5.4 Using pre-trained embeddings

6.1 Basics of SimpleRNN cells

6.2 Understanding RNN Topologies

6.3 Using Gated Recurrent Unit -GRU

6.4 Concept of Bidirectional RNNs

6.5 Vanishing and exploding gradients

6.6 Using Long Short Term Memory -LSTM

6.7 Understanding Stateful RNNs

7.1 Dealing with Keras Functional API

7.2 Understanding Regression Networks

7.3 Concept of Unsupervised Learning

7.4 Keras Customization scenario

7.5 Using Generative Models

Keras Projects

We at HKR not only provide you with theoretical training but also make you practically knowledgeable by making you work with projects and case studies. Every course we offer includes two real-time projects which provide you with real-time experience. The practical knowledge improves your domain expertise and helps you in clearing the certifications with ease. Read more

Keras Training Options


  • Interactive sessions
  • Learn by doing
  • Instant doubt resolution
  • Expert's Guidance
  • Industry-ready skills
Batch Start Date Time
Weekday 24-Apr - 24-May 09:30 AM IST
Weekend 28-Apr - 28-May 11:30 AM IST
Weekday 2-May - 1-Jun 01:30 PM IST


  • Exclusive training
  • Flexible timing
  • Personalized curriculum
  • Hands-on sessions
  • Simplified Learning

Exclusive learning from industry experts


  • Skill up easily
  • Learn in no hurry
  • Less expensive
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Our Learners

Harshad Gaikwad

Harshad Gaikwad

Practice Head

I had an insightful experience with HKR Trainings while participating in the ServiceNow ITOM (IT Operations Management) Training online. Engaging in instructor-led sessions, the trainer offered detailed insights into various ServiceNow ITOM modules and practices. Throughout the course, the support team was consistently available, and the trainer adeptly clarified all my inquiries, ensuring a comprehensive understanding of ServiceNow ITOM concepts.
Balaji Gnanasekar

Balaji Gnanasekar

IT Analyst

I had a comprehensive learning journey with HKR Trainings while undertaking the PostgreSQL Training online. Engaging in instructor-led sessions, the trainer delved deep into various PostgreSQL functionalities and best practices. Throughout the training, the support team remained attentive, and the trainer skillfully addressed all my questions, facilitating a solid grasp of PostgreSQL concepts.
Amit Singh

Amit Singh

Technical Lead - Service Now

I had a rewarding experience with HKR Trainings while delving into the ServiceNow ITOM (IT Operations Management) Training online. Engaging in instructor-led sessions, the trainer provided comprehensive insights into various ServiceNow ITOM modules and best practices. Throughout the course, the support team was consistently available, and the trainer adeptly addressed all my queries, ensuring a robust understanding of ServiceNow ITOM concepts.

Keras Online Training Objectives

The Keras course training benefits for the following list of professionals.

  • Professionals who are willing to upgrade the skills of neural networks and deep learning concepts.
  • Any student would like to develop the skills of machine learning workflow management.
  • Aspirants who are interested in changing the career into AI and Neural Networking.
  • Software Professionals.
  • Healthcare Professionals.

It will be very helpful if the aspirants have a sound knowledge of Python and Machine Learning.

To start with the Keras training course, you need to check with the best institute that delivers knowledge. Before proceeding to join any training, take suggestions from the experts who had already learned the course. We at HKR, with a team of industry experts, are ready to fulfil your dream career to achieve a job in desired companies.

Once you complete the entire course along with real-time projects and assignments, HKR delivers the course completion certification. This certification helps to get a job in any company very quickly.

Our trainers are highly qualified and certified with many years of industry experience with a technical background in Keras.

Certification differentiates you from the non-certified peers, and you can demand the best salary in the leading companies.

We, at HKR, provide complete guidance to reach your dream job. But your job will be based on your performance in the interview panel and the recruiter requirements.


Each and every class is recorded so if you missed any class you can review the recordings and clarify any doubts with the trainer in next class.  

Yes, we don’t assure 100% placement assistance. We are tied up with some corporate companies so when they have a requirement we send your profiles to them.

Yes, we provide demo before starting any training in which you can clear all your doubts before starting training.

Our trainers are real-time experts who are presently working on a particular platform on which they are providing training.

You can call our customer care 24/7

Max of the students gets satisfied with our training if you are not then we provide specialised training in return.

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