Keras Training for Data Scientists Overview

Course syllabus

Who it’s for

What’s included

FAQs

Keras Training for Data Scientists Course Outline

Module 1: Introduction to Keras

  • What is Keras?
  • Guiding Principles
  • Installation and Setup
  • Configuration

Module 2: Exploring Models

  • Keras Models
  • Sequential Model
  • Model (Functional API)

Module 3: Overview of Keras Layers

  • Core Layers
  • Convolutional Layers
  • Pooling Layers
  • Locally-Connected Layers
  • Recurrent Layers
  • Pre-Processing Layers
  • Merging Layers
  • Activations Layers
  • Normalization Layers

Module 4: Pre-Processing

  • Dataset Pre-Processing
  • Dataset Pre-Processing Utilities
  • Image Data Pre-Processing
  • Time Series Data Pre-Processing
  • Text Data Pre-Processing

Module 5: Optimizers

  • SGD
  • RMSprop
  • Adam and AdamW
  • Adadelta
  • Adagrad
  • Adamax
  • Adafactor
  • Nadam
  • Ftrl
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Who should attend this Keras Training for Data Scientists Course?

The Keras Training for Data Scientists Course in Kolkata is tailored for data scientists and professionals who want to gain proficiency in deep learning using the Keras framework. This course is particularly beneficial for the following individuals:

  • Data Scientists
  • Machine Learning Engineers
  • Software Developers
  • Deep Learning Engineers
  • Medical Researchers
  • Bioinformaticians
  • Data Journalists

Prerequisites of the Keras Training for Data Scientists Course

There are no formal prerequisites for attending this Keras Training for Data Scientists Course. However, having some prior knowledge of machine learning concepts and Python programming can be beneficial.

Keras Training for Data Scientists Course Overview

Keras is an open-source neural network library that has become a crucial tool for professionals in the data-driven landscape. This course in Kolkata, delves into the intricacies of this robust framework. With a Python foundation and seamless integration with TensorFlow, CNTK, and Theano, Keras facilitates rapid experimentation and is essential for data scientists navigating the complexities of modern data science.

Proficiency in Keras is vital for diverse professionals, including data scientists, machine learning engineers, software developers, deep learning engineers, medical researchers, bioinformaticians, and data journalists. Mastering Keras course in Kolkata empowers professionals to architect and experiment with these models efficiently as the demand for neural networks and deep learning solutions grows. Its relevance is undeniable in the dynamic landscape of data science.

This 1-day Keras Training for Data Scientists Course in Kolkata is designed to accommodate individuals from diverse backgrounds and industries. Participants in this will acquire comprehensive knowledge of different Keras layers, ranging from core to recurrent layers. Additionally, they will learn essential preprocessing techniques for sequences, text, and images—critical skills for effectively preparing data for neural network applications.

Course Objectives

  • To grasp the fundamentals of Keras and its integration with deep learning frameworks
  • To explore various Keras layers for building neural networks
  • To learn the essentials of preprocessing data for sequence, text, and image applications
  • To gain proficiency in using regularizes and constraints to enhance model performance
  • To master the practical aspects of compiling models with loss and optimizer functions
  • To acquire the skills to architect neural networks efficiently for complex data science problems

Upon completing this course in Kolkata, delegates will possess a robust understanding of Keras, enabling them to efficiently experiment with and architect diverse neural network models. The acquired skills in preprocessing for sequences, text, and images will enhance their ability to tackle complex data science problems, providing a valuable edge in the dynamic field of neural network development.

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What’s included in this Keras Training for Data Scientists Course?

  • World-Class Training Sessions from Experienced Instructors
  • Keras Training for Data Scientists Certificate
  • Digital Delegate Pack
Hands-On Labs: Included as part of our online instructor-led delivery, these labs provide real-world exercises in a simulated environment guided by expert instructors to enhance your practical skills.
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Train Your Workforce

Looking for Keras Training for Data Scientists in-house or onsite training Kolkata. We specialise in corporate group training and bulk bookings for organisations of all sizes. Our trainers deliver tailored sessions at your premises, online, or hybrid, with best price guarantee, group discounts and flexible scheduling.

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Our Kolkata venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Kolkata is situated on the east bank of the Hooghly River within East India, as well as it being the capital city of West Bengal, it plays a big part within East India’s educational, cultural and commercial industries. Calcutta as the city is otherwise known has a metropolitan population of around 14.1 million recorded in 2011 which makes it the third most populated metropolitan area within India, the city itself was home to around 4.5 million people in the same year. Kolkata has some history within its ports as the Port of Kolkata is the oldest one within India that is still used for operations. The secondary schools and universities within Kolkata can be owned either by the international board, central or state government or be privately owned. However not everyone is able to or goes to school, therefore, there are initiatives put in place to get more children into school such as the Shikhshalaya Prakalpa which also looks to improve the quality of teaching within the schools as well. Secondary schools within Kolkata include the Hare school, Hindu School and the La Martiniere Calcutta which is a Christian school, founded in 1835 which makes it one of the oldest within India. As well as one of the oldest schools, Kolkata is also home to two of the oldest engineering institutes within in India these being the Bengal Engineering and Science University and the Jadavpur University. There are many universities within Kolkata some of which include the Amity University, Aliah university, the Indian Institute of Science Education and Research, Kolkata, West Bengal National University of Animal and Fishery Sciences, West Bengal National University of Health Sciences, Techno India University and West Bengal National University of Juridical Sciences, Indian Statistical Institute, Indian institute of Foreign Trade and the Rabindra Bharati University. Kolkata also has two universities that are recognised as universities with potential for excellence these being the Jadavpur University and the Universtiy of Calcutta. The universities all offer different opportunities such as the public universities offer students their own diplomas and degrees. Courses can range from health sciences, management, science, engineering, medical, business, marine engineering, animal and fishery science, dentistry, science education and research as well as foreign trade.

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Ways to take Keras Training for Data Scientists in Kolkata

Live Online

The same live course from home, with a live instructor and other delegates. Mirrors the classroom schedule.

Best for: starting soon, without travel.

1 day · next Fri 4 Dec 2026

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Online Self-Paced

Study 24/7 on your own schedule through our learning platform, with progress tracking.

Best for: fitting study around work.

90 days of access

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Onsite

We bring the course to your team, at your premises, online or hybrid, on dates that suit you.

Best for: groups and bulk bookings.

Tailored to your team

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Package deals for Keras Training for Data Scientists in Kolkata

Our training experts have compiled a range of course packages on a variety of categories in Keras Training for Data Scientists, to boost your career. The packages consist of the best possible qualifications with Keras Training for Data Scientists, and allows you to purchase multiple courses at a discounted rate.

Keras Training For Data Scientists in Kolkata FAQs

What time shall I arrive at the venue?

Please arrive at the venue at 8:45am.

What are the pre-requisites?

There are no formal prerequisites for attending this course.

Who should attend this course?

Anyone interested in learning about Keras can attend this two-day intensive course. This course is well-suited for: Business Analytics Professionals, Anyone beginning with Machine Learning

Do you offer support for the course?

We are able to provide support via phone & email prior to attending, during and after the course.

What is included in the course?

Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments

What is the duration of this course?

This course is 1 day.

How long until I receive the course confirmation details?

Once your booking has been placed and confirmed, you will receive an email which contains your course location, course overview, pre-course reading material (if required), course agenda and payment receipts

What is the cost/training fees for Keras Training for Data Scientists in Kolkata?

The training fees for Keras Training for Data Scientists in Kolkata starts from INR284995

Which is the best training institute/provider of Keras Training for Data Scientists in Kolkata?

The Knowledge Academy is one of the Leading global training provider for Keras Training for Data Scientists.

What are the best Data Science Courses courses in Kolkata?

Please see our Data Science Courses courses available in Kolkata

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