Course information

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 New Delhi 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 New Delhi, 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 New Delhi 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 New Delhi 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 New Delhi, 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

Why choose us

Our New Delhi venue

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Air conditioned

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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.

New Delhi is one of the districts within Delhi, as well as it being the capital city of India, it is also the home to the Government of the National Capital Territory of Delhi and some of the branches of the Government of India, these being the judiciary, executive and legislative branches and is also home to around 249,998 people. The capital of India - New Delhi was initiated within 1931 by Viceroy Lord Irwin however formed during 1911 by George V, who was the King of the United Kingdom as well as the Emperor of India and his British architects Sir Herbert Baker and Sir Edwin Lutyens formed the foundation stone and announced the capital city of India would be changed. The primary schools and secondary schools within New Delhi are either run privately or by the government and as of 2004 to 2005 there was around 1.5 million students going through the educational system within 2416 primary schools, 822,00 students in 715 middle schools and 669,000 students in 1576 secondary schools and around 500,000 students within 165 universities and colleges. All universities are either state, deemed or central universities, The top universities within New Delhi are the Jamia Millia Islamia, the University of Delhi, Indian Statistical Institute, National Law University, Jawaharlal Nehru University, Guru Gobind Singh Indraprastha University, Ambedkar University Delhi, Jamia Hamdard, Delhi Technological University – which is the first Engineering college within Delhi and one of the oldest in India, the Indira Gandhi National Open University is the largest national university in the world with over 4 million students, New Delhi is also home to the Indian Agricultural Research Institute, Pusa, New Delhi, Premier institute for agricultural research and education in India. The university courses and programs can offer different types of degrees such an undergraduate and post graduate courses, Bachelor courses and Scholarships, New Delhi prides itself on its premier institutions as the teaching and researching they do means that within 2011 the census recorded the literacy rate for females as 80.9% and for males it was slightly higher at 91.0% with an overall literacy rate of 86.3%. Subjects within the different universities can include, social sciences, engineering, humanities, technology, sports, law, social work, arts, management, education, computer information technology, foreign languages, mathematical science, dentistry and medical. 

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Address

Pioneer Institute of Education and Computer Studies
F322/A, 3rd Floor
Adarsh House (Above PNB Bank)
Old MB Road
Lado Sarai
New Delhi
110030

T: +91 8037244591

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Keras Training For Data Scientists in New Delhi. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Unlock your potential with The Knowledge Academy's Keras Training For Data Scientists in New Delhi, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Experience the most sought-after learning style with The Knowledge Academy's Keras Training For Data Scientists in New Delhi. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Keras Training For Data Scientists in New Delhi sessions.

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The training fees for certification in New Delhi starts from INR14995
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