Deep Learning Course Overview

In this Deep Learning course in Chennai and Tensorflow certification training, you will become familiar with the language and fundamental concepts of artificial neural networks, PyTorch, autoencoders, and more. Upon completion, you will be able to build deep learning models, interpret results, and build your own deep learning project.

TensorFlow Certification Key Features

100% Money Back Guarantee
No questions asked refund*

At Simplilearn, we value the trust of our patrons immensely. But, if you feel that this Deep Learning course does not meet your expectations, we offer a 7-day money-back guarantee. Just send us a refund request via email within 7 days of purchase and we will refund 100% of your payment, no questions asked!
  • 8X higher live interaction in live online classes by industry experts
  • Real-life industry-based projects
  • Flexibility to choose classes
  • Dedicated mentoring session from our Industry expert faculties

Skills Covered

  • Keras and TensorFlow Framework
  • PyTorch and its elements
  • Image Classification
  • Artificial Neural Networks
  • Autoencoders
  • Deep Neural Networks
  • Conventional Neural Networks
  • Recurrent Neural Networks
  • ADAM Adagrad and Momentum


The global deep learning system market size is expected to reach USD 93.34 Billion at a steady CAGR of 39.1% in 2028.

  • Designation
  • Annual Salary
  • Hiring Companies
  • Annual Salary
    Source: Glassdoor
    Hiring Companies
    Accenture hiring for Data Scientist professionals in Chennai
    Oracle hiring for Data Scientist professionals in Chennai
    Microsoft hiring for Data Scientist professionals in Chennai
    Walmart hiring for Data Scientist professionals in Chennai
    Amazon hiring for Data Scientist professionals in Chennai
    Source: Indeed
  • Annual Salary
    Source: Glassdoor
    Hiring Companies
    Qualcomm hiring for Machine Learning Engineer professionals in Chennai
    Nvidia hiring for Machine Learning Engineer professionals in Chennai
    LarsenAndTurbo hiring for Machine Learning Engineer professionals in Chennai
    Honeywell hiring for Machine Learning Engineer professionals in Chennai
    Source: Indeed

Training Options

online Bootcamp

₹ 19,999

  • 90 days of flexible access to online classes
  • Lifetime access to high-quality self-paced e-learning content and live class recordings
  • 24x7 learner assistance and support
  • Classes starting in Chennai from:-
20th Nov: Weekend Class
18th Dec: Weekend Class
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Corporate Training

Customized to your team's needs

  • Blended learning delivery model (self-paced eLearning and/or instructor-led options)
  • Flexible pricing options
  • Enterprise grade Learning Management System (LMS)
  • Enterprise dashboards for individuals and teams
  • 24x7 learner assistance and support

Deep Learning Course Curriculum


Demand for skilled Deep Learning Engineers is booming across a wide range of industries, making this Deep Learning course in Chennai and Tensorflow certification training well-suited for professionals at the intermediate to advanced level. We recommend this course particularly for Software Engineers, Data Scientists, Data Analysts, and Statisticians with an interest in deep learning.
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Participants in this Deep Learning course in Chennai should have familiarity with programming fundamentals, a fair understanding of the basics of statistics and mathematics, and a good understanding of machine learning concepts.
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Course Content

  • Section 1 - Deep Learning with Tensor Flow (Self Learning)

    • Lesson 1 - Welcome!

      • 1.1 Welcome!
      • 1.2 Learning Objectives
    • Lesson 2 - Introduction to Tensorflow

      • 2.1 Learning Objectives
      • 2.2 Introduction to TensorFlow
      • 2.3 TF2x and Eager Execution
      • 2.4 Tensorflow Hello World
      • 2.5 Linear Regression With Tensorflow
      • 2.6 Logistic Regression With Tensorflow
      • 2.7 Intro to Deep Learning
      • 2.8 Deep Neural Networks
    • Lesson 3 - Convolutional Networks

      • 3.1 Learning Objectives
      • 3.2 Intro to Convolutional Networks
      • 3.3 CNN for Classifications
      • 3.4 CNN Architecture
      • 3.5 Understanding Convolutions
      • 3.6 CNN with MNIST Dataset
    • Lesson 4 - Recurrent Neural Network

      • 4.1 Learning Objectives
      • 4.2 The Sequential Problem
      • 4.3 The RNN Model
      • 4.4 The LSTM Model
      • 4.5 LTSM Basics
      • 4.6 Applying RNNs to Language Modeling
      • 4.7 LSTM Language Modelling
    • Lesson 5 - Restricted Boltzmann Machines (RBM)

      • 5.1 Learning Objectives
      • 5.2 Intro to RBMs
      • 5.3 Training RBMs
      • 5.4 RBM with MNIST
    • Lesson 6 - Autoencoders

      • 6.1 Learning Objectives
      • 6.2 Intro to Autoencoders
      • 6.3 Autoencoder Structure
      • 6.4 Autoencoders
    • Lesson 7 - Course Summary

      • 7.1 Course Summary
      • Unlocking IBM Certificate
  • Section 2 - Deep Learning with Keras and Tensor Flow (Live Classes)

    • Lesson 1 - Course introduction

      • Introduction
    • Lesson 2 - AI and Deep learning introduction

      • What is AI and Deep learning
      • Brief History of AI
      • Recap: SL, UL and RL
      • Deep learning : successes last decade
      • Demo & discussion: Self driving car object detection
      • Applications of Deep learning
      • Challenges of Deep learning
      • Demo & discussion: Sentiment analysis using LSTM
      • Fullcycle of a deep learning project
      • Key Takeaways
      • Knowledge Check
    • Lesson 3 - Artificial Neural Network

      • Biological Neuron Vs Perceptron
      • Shallow neural network
      • Training a Perceptron
      • Demo code: Perceptron ( linear classification) (Assisted)
      • Backpropagation
      • Role of Activation functions & backpropagation
      • Demo code: Backpropagation (Assisted)
      • Demo code: Activation Function (Unassisted)
      • Optimization
      • Regularization
      • Dropout layer
      • Key Takeaways
      • Knowledge Check
      • Lesson-end Project (MNIST Image Classification)
    • Lesson 4 - Deep Neural Network & Tools

      • Deep Neural Network : why and applications
      • Designing a Deep neural network
      • How to choose your loss function?
      • Tools for Deep learning models
      • Keras and its Elements
      • Demo Code: Build a deep learning model using Keras (Assisted)
      • Tensorflow and Its ecosystem
      • Demo Code: Build a deep learning model using Tensorflow (Assisted)
      • TFlearn
      • Pytorch and its elements
      • Key Takeaways
      • Knowledge Check
      • Lesson-end Project: Build a deep learning model using Pytorch with Cifar10 dataset
    • Lesson 5 - Deep Neural Net optimization, tuning, interpretability

      • Optimization algorithms
      • SGD, Momentum, NAG, Adagrad, Adadelta , RMSprop, Adam
      • Batch normalization
      • Demo Code: Batch Normalization (Assisted)
      • Exploding and vanishing gradients
      • Hyperparameter tuning
      • Interpretability
      • Key Takeaways
      • Knowledge Check
      • Lesson-end Project: Hyperparameter Tunning With Keras Tuner
    • Lesson 6 - Convolutional Neural Network

      • Success and history
      • CNN Network design and architecture
      • Demo code: CNN Image Classification (Assisted)
      • Deep convolutional models
      • Key Takeaways
      • Knowledge Check
      • Lesson-end Project: Image Classification
    • Lesson 7 - Recurrent Neural Networks

      • Sequence data
      • Sense of time
      • RNN introduction
      • LSTM ( retail sales dataset kaggle)
      • Demo code: Stock Price Prediction with LSTM (Assisted)
      • Demo code: Multiclass Classification using LSTM (Unassisted)
      • Demo code: Sentiment Analysis using LSTM (Assisted)
      • GRUs
      • LSTM Vs GRUs
      • Key Takeaways
      • Knowledge Check
      • Lesson-end Project: Stock Price Forecasting
    • Lesson 8 - Autoencoders

      • Introduction to Autoencoders
      • Applications of Autoencoders
      • Autoencoder for anomaly detection
      • Demo code: Autoencoder model for MNIST data (Assisted)
      • Key Takeaways
      • Knowledge Check
      • Lesson-end Project: Anomaly detection with Keras
  • Section 3 - Practice Projects

    • Practice Projects

      • PUBG Players Finishing Placement Prediction
  • Free Course
  • Math Refresher

    • Math Refresher

      • Math Refresher


  • Project 1

    PUBG Players Finishing Placement Prediction

    Create a model that predicts players’ finishing placement based on their final stats, on a scale of 1 (first place) to 0 (last place).

  • Project 2

    Lending Club Loan Data Analysis

    Create a model that predicts whether a loan will go into default using the historical data.


TensorFlow Exam & Certification

Deep Learning Certificate in Chennai
  • Who provides the certification and how long is it valid for?

    Upon successful completion of the Deep Learning course in Chennai with Tensorflow training, you will be awarded an industry-recognized course completion certificate from Simplilearn which has lifelong validity.

  • What do I need to do to unlock my Simplilearn certificate?

    To obtain the Deep Learning with TensorFlow certification, you will need to:
    • Attend one complete batch of Deep Learning course in Chennai with Tensorflow training
    • Complete and attain evaluation of any one of the given projects

  • What is the fee for TensorFlow Developer certification exam?

    The TensorFlow Developer certification exam costs $100, which includes one exam attempt.

  • What is the duration of TensorFlow Developer certification exam?

    Once you start the TensorFlow certification exam, you will have 5 hours to complete it and submit it. However, if you do not submit the answers within 5 hours the portal will automatically submit your answers once the time completes.

  • How many attempts do I have to pass TensorFlow Developer certification exam?

    You will have three attempts to pass the TensorFlow Developer certification exam.

  • What are the system requirements for taking the TensorFlow Developer certification exam?

    To be able to appear TensorFlow certification exam, here are the minimum requirements that you need to have:

    • RAM - 4 GB
    • Disk Space - 2.5 GB and another 1 GB for caches
    • Monitor resolution - 1024 x 768
    • Operating system - officially released 64-bit versions of Microsoft Windows 8 or later, macOS 10.13 or later, or any Linux distribution that supports Gnome, KDE, or Unity DE.

  • What are the benefits of taking TensorFlow Developer certification exam?

    Here are the benefits of taking TensorFlow certification exam:

    • Learn new things about Machine Learning - This certification exam will help you increase your proficiency in Machine Learning.
    • Receive recognition - Once you are certified, it is imperative that you will be recognized by the TensorFlow community
    • Showcase skills - The TensorFlow certification is a testament to the fact that you are well-learned about it, which also is a proof of your skills.

  • How do I crack Tensorflow Developer certification exam?

    The best way to crack the TensorFlow Developer certification exam is by taking up this Deep Learning course in Chennai. Once you complete the course, you can register and appear for the TensorFlow developer certification exam. During the exam, there will be five categories and students will complete five models, one from each category. The categories include a basic ML model, model from learning dataset, CNN with real-world image dataset, NLP Text Classification with real-world text dataset, and Sequence Model with the real-world numeric dataset. One can participate in this examination with a system that supports the PyCharm IDE requirements. (source: analyticsindiamag)

Deep Learning Course Reviews

  • Abhishek Tripathi

    Abhishek Tripathi


    Good online content for data science. I completed Data Science with R and Python. The instructors have good knowledge on the subject. Self-learning videos help a lot, too. Thanks, Simplilearn.

  • Angiras Modak

    Angiras Modak

    Associate System Engineer at IBM India Pvt. Ltd., Kolkata

    Simplilearn is one of the best online training providers available. The trainer was really great in explaining the concepts to the minute detail and also gave multiple real-world examples. The course content was very informative. I understood the concept of CNN. Overall I really enjoyed the training a lot.

  • A.Anthony Davis

    A.Anthony Davis


    The Simplilearn Data Scientist Master’s Program is an awesome course! You learn how to solve real-world problems, and the wide variety of projects give you hands-on experience to make you industry-ready. The lecturers are experts and share their knowledge energetically. Thank you for an excellent learning experience.


Why Online Bootcamp

  • Develop skills for real career growthCutting-edge curriculum designed in guidance with industry and academia to develop job-ready skills
  • Learn from experts active in their field, not out-of-touch trainersLeading practitioners who bring current best practices and case studies to sessions that fit into your work schedule.
  • Learn by working on real-world problemsCapstone projects involving real world data sets with virtual labs for hands-on learning
  • Structured guidance ensuring learning never stops24x7 Learning support from mentors and a community of like-minded peers to resolve any conceptual doubts

TensorFlow Training FAQs

  • What is Deep Learning?

    Deep Learning also known as Deep Neural Learning, is a subset of machine learning, an application of AI, where machines imitate the workings of the human brain and employ artificial neural networks to process the information.

  • What is TensorFlow?

    TensorFlow is an open source library created and released by google for numerical computation and building deep learning models.

  • Why should I learn Deep Learning?

    In the traditional machine learning, most of the applied features need to be identified by a domain expert in order to reduce the complexity of the data. Whereas the biggest advantage of the Deep Learning algorithm is it tries to learn high-level features from data in an incremental manner, which makes the process simpler and popular. Deep Learning techniques outperform other techniques when the data size is large and complex, and also, this technique is behind many high-end innovations.

  • How do I become a Deep Learning Engineer?

    This Deep Learning course with Keras and TensorFlow certification training will give you a complete overview of  Deep Learning concepts, enough to prepare you to excel in your next role as a Deep Learning Engineer. It will help you become familiar with artificial neural networks, PyTorch, autoencoders, and more. At the end of the Deep Learning course, you will get an industry-recognized course completion certificate from Simplilearn, which will be a testament to your skills.

  • Is this Deep Learning course training in Chennai suitable for freshers?

    Yes, the Deep Learning course training in Chennai is suitable for freshers, and this course helps you master deep learning concepts and models using Keras and TensorFlow frameworks. You will become familiar with the language and fundamental concepts of artificial neural networks, PyTorch, autoencoders, and implement deep learning algorithms, preparing you for a career as a Deep Learning Engineer.

  • What is the course fee of the Deep Learning training in Chennai?

    The course fee of the Deep Learning training in Chennai starts from Rs. 19,999/-.

  • In which areas of Chennai is the Deep Learning training conducted?

    No matter which area of Chennai you are in, be it Thiruvanmiyur, Madipakkam, Medavakkam, Porur, Velachery anywhere. You can access our Deep Learning course online sitting at home or office.

  • Do you provide this Deep Learning training in Chennai with placement?

    No, currently, we do not provide any placement guarantee with the Deep Learning course.

  • Why do I need to choose Simplilearn to learn Deep Learning in Chennai?

    Simplilearn provides instructor-led training, lifetime access to self-paced learning, training from industry experts, and real-life industry projects with multiple video lessons.

  • What is online classroom training?

    All of the TensorFlow training classes are conducted via live online streaming. They are interactive sessions that enable you to ask questions and participate in discussions during class time.

  • Who are the instructors and how are they selected?

    All of our highly qualified trainers are Deep Learning and Machine Learning industry experts with years of relevant industry experience. Each of them has gone through a rigorous selection process that includes profile screening, technical evaluation, and a training demo before they are certified to train for us. We also ensure that only those trainers with a high alumni rating remain on our faculty.

  • What is covered under the 24/7 Support promise?

    We offer 24/7 support through email, chat, and calls. We also have a dedicated team that provides on-demand assistance through our community forum. What’s more, you will have lifetime access to the community forum, even after completion of your Deep Learning course with us.

  • Do you provide a money back guarantee for the training programs?

    Yes. We do offer a money-back guarantee for many of our training programs. Refer to our Refund Policy and submit refund requests via our Help and Support portal.

  • How do I enroll for the Deep Learning course?

    You can enroll for this Deep Learning course on our website and make an online payment using any of the following options: 
    • Visa Credit or Debit Card
    • MasterCard
    • American Express
    • Diner’s Club
    • PayPal
    Once payment is received you will automatically receive a payment receipt and access information via email.

  • If I need to cancel my enrollment, can I get a refund?

    Yes, you can cancel your enrollment if necessary. We will refund the course price after deducting an administration fee. To learn more, please read our Refund Policy.

  • What if I miss a class?

    Simplilearn provides recordings of each class of Deep Learning course so you can review them as needed before the next session. With Flexi-pass, Simplilearn gives you access to all classes for 90 days so that you have the flexibility to choose sessions as per your convenience.

  • How will the labs be conducted?

    Simplilearn provides Integrated labs for all the hands-on execution of projects. The learners will be guided on all aspects, from deploying tools to executing hands-on exercises.

  • What is Global Teaching Assistance?

    Our teaching assistants are a dedicated team of subject matter experts here to help you get certified in TensorFlow in your first attempt. They engage students proactively to ensure the course path is being followed and help you enrich your learning experience, from class onboarding to project mentoring and job assistance. Teaching Assistance is available during business hours.  

  • Is this live training or will I watch pre-recorded videos?

    The TensorFlow certification training is conducted through live streaming. They are interactive sessions that enable you to ask questions and participate in discussions during class time. We do, however, provide recordings of each session you attend for your future reference. Classes are attended by a global audience to enrich your learning experience.

  • How can I learn more about this Deep Learning course?

    Contact us using the form on the right of any page on the Simplilearn website, or select the Live Chat link. Our customer service representatives can provide you with more details.

  • What is the salary of an AI and Machine Learning expert in Chennai?

    The average salary of an AI and Machine Learning expert in Chennai is Rs. 724k/ year. Including bonuses and other perks, they can earn up to Rs. 2m/ year. It is recommended to complete the Deep Learning Course with TensorFlow training in Chennai for better advancement.

  • What are the major companies hiring for an AI and Machine Learning expert in Chennai?

    AI and Machine Learning help in discovering new possibilities and profitable prospects for businesses. Hence, its experts are always sought after. As a result, opting for the Deep Learning Course with TensorFlow training in Chennai is a wise career choice. PayPal, code mantra, Sutherland are among the companies hiring AI and Machine Learning Specialists in Chennai.

  • What are the major industries in Chennai?

    Many automobile industries, electronics hardware companies, banking and finance companies, and other businesses call Chennai home. The Madras Stock Exchange is the city's pride. It is also becoming a key center for the IT and software industries, at the forefront of AI and Machine Learning applications. It would be a wise move to enroll in a Deep Learning Course with TensorFlow training in Chennai.

  • How to become an AI and Machine Learning expert in Chennai?

    AI and Machine Learning are vital for businesses, driving innovation, obtaining actionable insights, and making critical decisions. To build a successful career in AI and Machine Learning in Chennai, you'll need to master the following skills:

    • Machine Learning
    • Computer Programming Skills
    • Expert Mathematical Skills
    • Knowledge of Cloud Applications
    • Deep Learning Course with TensorFlow training in Chennai

  • How to Find AI and Machine Learning Courses in Chennai?

    This Deep Learning course in Chennai with TensorFlow certification training was created by industry experts and following current best practices. You'll learn how to implement deep learning algorithms and master deep learning principles and models using the Keras and TensorFlow frameworks, preparing you for a career as a Deep Learning Engineer.

  • Why is Deep Learning important?

    Companies are gathering a massive amount of data every day and analyzing them to draw meaningful business insights. Most of that data is in an unstructured format, i.e. in the form of text, image, audio, and video rather than numerical. Deep learning is quite effective for analyzing such types of data and has become vitally important for business decision making. With our TensorFlow certification course, you can learn all the essential deep learning concepts from scratch.

  • Why should you take this Deep Learning course?

    Deep learning skills are in high demand and offer professionals a clear edge over others when applying for top related job roles like Machine Learning Engineer, Data Scientist, or NLP Specialist. Requiring a high level of technical understanding, one may not find it easy to learn deep learning through self-study. Taking up this Deep Learning course is a better option where you get the right guidance from industry experts.

  • What kind of careers can I pursue with a background in Deep Learning?

    With the relevant skills that you gain from our Deep Learning course, you can apply for top job roles like Machine Learning Engineer, Data Scientist, Business Intelligence Developer, NLP Scientist, and more.

Deep Learning Training Course (with Keras & TensorFlow) in Chennai

With a population of 11,235,018, Chennai is one of the populous cities in India. It is also the capital city of the gorgeous state of Tamil Nadu. It is the Banking capital of India known for its finance and banking and is also called the Detroit of Asia for its Automotive Industry. Chennai is regarded as the Gateway of South India, owing to its rich culture and heritage.

Chennai is located on the east coast of the Indian peninsula, bordering the Bay of Bengal. It covers an area of 426 km2. Its location prevents extreme seasonal temperatures, and the northeast monsoon winds bring plenty of rain to the city. It has a tropical, warm climate.

The GDP of Chennai is Re.21.2 trillion, and its GDP per capita is Re.6.57 lakhs. It is ranked as the fourth most productive metro area in India.

Chennai is one of many bustling tourist attractions of India. People from all over the globe visit it to experience its ancient heritage and outdoor aesthetics. Aside from its historical and architectural significance, Chennai is home to a rich range of flora and fauna. Here are a few must-visit places in Chennai:

Our Chennai Correspondence / Mailing address

Simplilearn's Deep Learning Training Course (with Keras & TensorFlow) in Chennai

RMZ Milenia Business Park, Phase 2, Campus 4B, 6th Floor Unit 602A, No 143, Dr. M.G.R Road Kandancavadi, Perungudi Chennai, Tamil Nadu 600096

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