Course information

Neural Networks with Deep Learning Training Course Outline

Module 1: Introduction to Neural Networks

  • Introduction to Neural Networks
  • Supervised Learning with Neural Networks

Module 2: Neural Networks Fundamentals

  • Binary Classification
  • Logistic Regression
  • Gradient Descent and Derivatives
  • Computational Graph
  • Vectorisation
  • Introduction to Python
  • Jupyter/IPython Notebooks

Module 3: Shallow Neural Networks

  • Representation of a Neural Networks
  • Computing the Output of a Neural Network
  • Vectorised Implementation
    • Feed Forward
    • Back Propagation
  • Hidden Layer
  • Activation Functions
  • Gradient Descent for Neural Networks

Module 4: Deep Neural Networks

  • Deep L-Layer Neural Network
  • Forward Propagation
  • Computational Graphs
  • Backward Propagation
  • Neural Networks Training
  • Deep Representations
  • Building Blocks
  • Difference Between Parameters and Hyperparameters

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Who should attend this Neural Networks with Deep Learning Training Course?

The Neural Networks with Deep Learning Course will provide you a deep understanding of Neural Network Architectures and how they can be leveraged in various applications and industries through Deep Learning techniques. The following are some professionals who can greatly benefit from this course:

  • Data Scientists
  • Machine Learning Engineers
  • Software Developers
  • Data Engineers
  • DevOps Engineers
  • UI/UX Designers
  • Regulatory and Compliance Professionals

Prerequisites of the Neural Networks with Deep Learning Training Course

There are no formal prerequisites for this Neural Networks with Deep Learning Training, but a basic understanding of the Python programming language would be helpful.

Neural Networks with Deep Learning Training Course Overview

Neural Networks are a set of algorithms designed to identify patterns. These are developed to imitate the human brain. Neural networks translate sensory data through labelling or clustering raw input and machine perception. These networks identify numerical patterns that are stored in vectors. All the real-world data, including text, images, or sound, must be translated into these numerical patterns. Neural networks can be thought of as a clustering and classification layer on top of the data stored and managed.

The Knowledge Academy’s Neural Networks with Deep Learning Training course will provide delegates with an understanding of deep learning and neural networks. Delegates will be familiarised with basic concepts of neural networks such as binary classification, logistic regression, derivatives, and vectorisation.

During this 1-day training course, delegates will be introduced to Python and Jupyter/IPython notebooks. Delegates will learn about shallow neural networks, including vectorised implementation, activation functions, and backpropagation intuition. In addition, delegates will also gain knowledge on the concepts of deep neural networks involving deep L-layer neural network, deep representations, and forward and backward propagation.

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What’s included in this Neural Networks with Deep Learning Training Course?

  • World-Class Training Sessions from Experienced Instructors 
  • Neural Networks with Deep Learning Certificate 
  • Digital Delegate Pack

Why choose us

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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Address

P, 21A,Old Ballygung Road.
3rd Floor (above Chinese Pavilion)
Near Birla Mandir.
Kolkata 700019
(West Bengal)

T: +91 8037244591

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Neural Networks With Deep Learning Training Course in Kolkata. 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 Neural Networks With Deep Learning Training Course in Kolkata, 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 Neural Networks With Deep Learning Training Course in Kolkata. 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 Neural Networks With Deep Learning Training Course in Kolkata sessions.

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Highly experienced trainers

Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience

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State of the art training venues

We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible

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Small class sizes

Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment

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Great value for money

Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value

Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

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Leverage benefits offered from a certification that fits your unique business or project needs

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Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

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Team building opportunity

Our offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

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The course know-how will help you track and evaluate your employees' progression and performance with relative ease

What our customers are saying

Neural Networks With Deep Learning Training Course in Kolkata FAQs

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The training fees for certification in Kolkata starts from INR14995
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"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

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