Deep Learning Course Overview

To know about PyTorch, auto-encoders, and more, take the Deep Learning Course with Tensorflow training in Pune. Clubbed with Deep Learning with Keras and Tensorflow certification, this Deep Learning Course with Tensorflow course in Pune will help you assemble profound learning models and deploy your deep learning project.

Deep Learning Training 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

Benefits

By taking the Deep Learning Course with Tensorflow training in Pune, you know about the global profound learning framework market that is expected to increase in 2028, with a steady CAGR of 39.1%. Deep Learning Course with Tensorflow course in Pune stimulates the machine's calculations and deep learning with each of its capabilities.

  • Designation
  • Annual Salary
  • Hiring Companies
  • Annual Salary
    ₹509KMin
    ₹1364KAverage
    ₹4200KMax
    Source: Glassdoor
    Hiring Companies
    Accenture hiring for Data Scientist professionals in Pune
    Oracle hiring for Data Scientist professionals in Pune
    Microsoft hiring for Data Scientist professionals in Pune
    Walmart hiring for Data Scientist professionals in Pune
    Amazon hiring for Data Scientist professionals in Pune
    Source: Indeed
  • Annual Salary
    ₹463KMin
    ₹813KAverage
    ₹1,581KMax
    Source: Glassdoor
    Hiring Companies
    Qualcomm hiring for Machine Learning Engineer professionals in Pune
    Nvidia hiring for Machine Learning Engineer professionals in Pune
    LarsenAndTurbo hiring for Machine Learning Engineer professionals in Pune
    Honeywell hiring for Machine Learning Engineer professionals in Pune
    Source: Indeed

Training Options

online Bootcamp

₹ 22,470

  • 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 Pune from:-
8th Oct: Weekend Class
5th Nov: Weekend Class
Show all classes

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

Eligibility

The Deep Learning Course with Tensorflow training in Pune can help you advance your career to the next level. Interest in talented Deep Learning Engineers is exploding across a wide range of industries, making our Deep Learning course in NYC with Keras and Tensorflow credentials ideal for professionals at the intermediate to advanced levels. We recommend this Deep Learning Course with Tensorflow course in Pune to Software Engineers, Data Scientists, Data Analysts, and statisticians interested in supervised learning.
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Pre-requisites

You can learn programming skills by taking the Deep Learning Course with Tensorflow course in Pune. Members of this Deep Learning course in NYC should have a basic understanding of programming, a reasonable knowledge of the principles of insights and arithmetic, and a sound awareness of AI concepts. You can go to the next programming stage by taking the Deep Learning Course with Tensorflow training in Pune.
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Course Content

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

    Preview
    • Lesson 1 - Welcome!

      02:06Preview
      • 1.1 Welcome!
        02:06
      • 1.2 Learning Objectives
    • Lesson 2 - Introduction to Tensorflow

      32:48Preview
      • 2.1 Learning Objectives
        07:00
      • 2.2 Introduction to TensorFlow
        07:00
      • 2.3 TF2x and Eager Execution
        04:21
      • 2.4 Tensorflow Hello World
      • 2.5 Linear Regression With Tensorflow
      • 2.6 Logistic Regression With Tensorflow
      • 2.7 Intro to Deep Learning
        02:39
      • 2.8 Deep Neural Networks
        11:48
    • Lesson 3 - Convolutional Networks

      21:51
      • 3.1 Learning Objectives
      • 3.2 Intro to Convolutional Networks
        04:37
      • 3.3 CNN for Classifications
        04:09
      • 3.4 CNN Architecture
        13:05
      • 3.5 Understanding Convolutions
      • 3.6 CNN with MNIST Dataset
    • Lesson 4 - Recurrent Neural Network

      24:43Preview
      • 4.1 Learning Objectives
        03:06
      • 4.2 The Sequential Problem
        03:06
      • 4.3 The RNN Model
        05:28
      • 4.4 The LSTM Model
        05:25
      • 4.5 LTSM Basics
      • 4.6 Applying RNNs to Language Modeling
        07:38
      • 4.7 LSTM Language Modelling
    • Lesson 5 - Restricted Boltzmann Machines (RBM)

      14:14
      • 5.1 Learning Objectives
        04:29
      • 5.2 Intro to RBMs
        04:29
      • 5.3 Training RBMs
        05:16
      • 5.4 RBM with MNIST
    • Lesson 6 - Autoencoders

      13:52
      • 6.1 Learning Objectives
        04:51
      • 6.2 Intro to Autoencoders
        04:51
      • 6.3 Autoencoder Structure
        04:10
      • 6.4 Autoencoders
    • Lesson 7 - Course Summary

      02:17
      • 7.1 Course Summary
        02:17
      • Unlocking IBM Certificate
  • Section 2 - Deep Learning with Keras and Tensor Flow (Live Classes)

    Preview
    • Lesson 1 - Course introduction

      03:11Preview
      • Introduction
      • Accessing Practice Lab
        03:11
    • 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

    Preview
    • Practice Projects

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

    Preview
    • Math Refresher

      30:35Preview
      • Math Refresher
        30:35

Project

  • 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.

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TensorFlow Exam & Certification

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

    Following the successful completion of the Deep Learning course in Pune with Tensorflow preparation, Simplilearn will provide you with both the Deep Learning Course with Tensorflow training in Pune and an industry-recognized course finishing endorsement with perpetual legitimacy. The Deep Learning Course with Tensorflow training in Pune is quite beneficial from an exam standpoint.

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

    Professionals must complete the following tasks to obtain Deep Learning using TensorFlow certification:
    • Complete the Deep Learning Course with Tensorflow training in Pune.
    • In Pune, attend a comprehensive Deep Learning course with Tensorflow assistance.
    • For any of the tasks offered, complete and receive an assessment.
    Candidates can unlock the Simplilearn credential by taking the Deep Learning Course with Tensorflow course in Pune.

  • What is the fee for the TensorFlow Developer certification exam?

    After taking the Deep Learning Course with Tensorflow training in Pune, you will ease with the exam. The TensorFlow Developer certification exam cost is $100, including one exam attempt and one test attempt. You have a half year from the date of purchase of The Deep Learning Course with Tensorflow course in Pune to take the test before your purchase expires.

  • What is the duration of the TensorFlow Developer certification exam?

    The Deep Learning Course with Tensorflow training in Pune can help you advance and attain the next level in your career. Once you begin the TensorFlow certification exam, you will have 5 hours to complete and submit it. Suppose you do not submit your responses within 5 hours. In that case, the portal will do it on your behalf once the time restriction has passed—the Deep Learning Course with Tensorflow course in Pune aids in completing certification tests.

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

    You will take the TensorFlow Developer certification exam three times. You should work extensively on the fundamental principles of AI, ML, Deep-Learning, and Big Data Analytics, followed by the Deep Learning Course with Tensorflow Training in Pune. You should enroll in the Deep Learning Course with Tensorflow training in Pune, an online course.

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

    The Deep Learning Course with Tensorflow training in Pune will help you create a clear image of what you need. To take the TensorFlow affirmation test, you must complete the following minor requirements: 4 GB RAM, 2.5 GB plate space plus 1 GB for shops, 1024 x 768 screen resolution, and The Working framework - any Linux distribution that supports Gnome, KDE, or Unity DE, or any authoritatively distributed 64-bit form of Microsoft Windows 8 or later, macOS 10.13 or later is described in the Deep Learning Course with Tensorflow course in Pune.

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

    The following are some of the advantages of taking the TensorFlow accreditation test:

    • The Deep Learning Course with Tensorflow course in Pune will help you learn new Machine Learning skills. This certification exam will help you improve your Machine Learning skills.
    • The TensorFlow people group insists on being perceived by the Deep Learning Course with Tensorflow training in Pune. The TensorFlow individual’s group will identify you once your registration is confirmed.
    • Demonstrate your abilities - The TensorFlow certification demonstrates your knowledge of the subject as well as your ability.

  • How do I crack the Tensorflow Developer certification exam?

    The easiest method to pass the TensorFlow Developer certification exam is to take our  Deep Learning Course with Tensorflow training in Pune and a Deep Learning course in Pune. You'll be able to register for the TensorFlow developer certification exam once you've completed the  Deep Learning Course with Tensorflow course in Pune. 

    There will be five categories on the test, and students will have to complete five models, one from each category. The fundamental machine learning model, a model from a learning dataset, CNN with a real-world image dataset, NLP Text Classification with a real-world text dataset, and Sequence Model with a real-world numeric dataset are the categories covered in the Deep Learning Course Tensorflow Training. Among the types covered in the Deep Learning Course with Tensorflow training in Pune are the fundamental machine learning model, a model from a learning dataset, CNN with a real-world image dataset, NLP Text Classification with a real-world text dataset, and Sequence Model with a real-world numeric dataset. Candidates can complete this test on any PC that meets the PyCharm IDE's requirements.

Deep Learning Training Reviews

  • Abhishek Tripathi

    Abhishek Tripathi

    Bangalore

    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

    Kingston

    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.

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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

Deep Learning Training FAQs

  • What is the salary of a Machine learning expert with TensorFlow training Pune?

    In the Pune Area, the average compensation for Machine Learning with deep learning with TensorFlow training is INR 25,000 INR per month or 3,00,000 INR per year.

  • What are the major companies hiring Machine learning experts in Pune?

    In Pune, major organizations such as Barclays, Infosys, SG Analytics, Deutsche Bank, and 6sense are seeking professionals with training in deep learning with TensorFlow training Pune

  • What are the major industries in Pune?

    Pune has always been a vital socioeconomic engine in Maharashtra, and it remains so now, thanks to the region's rising number of sectors, the most prominent of which being the automobile industry. Pimpri-Chinchwad, an industrial area located north of Pune, is home to about 4000 production plants that contribute to the city's economy. Pune is also the Indian Air Force's headquarters (south command) and a huge military training base. Other prominent sectors that draw a huge number of young professionals to the city are IT and education. With such a rise in the economic and industrial sectors, it goes without saying.

  • How to become a Machine learning expert in Pune?

    Machine Learning is a branch of AI that focuses on the design and development of an algorithm that recognizes and finds patterns in data provided as input. This breakthrough will pave the way for a new way of administering and regulating groups, particularly businesses.

    The principles of Machine Learning, deep learning, and TensorFlow training can be obtained online. This deep learning with TensorFlow training Pune has helped professionals to grab attractive opportunities. You may get training both online and offline at machine learning training centers in Pune if you want to become a machine learning engineer.

  • How to Find Machine Learning Courses in Pune?

    You can search the internet for deep learning with TensorFlow training Pune and evaluate various online training providers based on the curriculum, industry partners, instructors, accreditations, and other considerations. Based on your timetable and budget, you can make the final decision. You might also speak with industry specialists or admission counselors from training providers to obtain a better grasp of the course and help the selecting process go more smoothly.

  • 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 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 Deep Learning Training with TensorFlow & Keras certification, you can learn all the essential deep learning concepts from scratch.

  • Why should I learn Deep Learning?

    In 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. Deep Learning Training will help you become familiar with artificial neural networks, PyTorch, autoencoders, and more. At the end of our best deep learning course online, you will get an industry-recognized course completion certificate from Simplilearn, which will be a testament to your skills with deep learning specialization.

  • 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.

  • 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 is online classroom training?

    All of the TensorFlow training classes are conducted via live online streaming. These classes for the TensorFlow course 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.

  • 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 Deep Learning 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 TensorFlow course session you attend for your future reference. Classes are attended by a global audience to enrich your learning experience.

  • 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.

  • 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 online 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 Training 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 Deep Learning course price after deducting an administration fee. To learn more, please read our Refund Policy.

  • 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.

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

Pune has a long and illustrious history dating back approximately 1600 years. Pune's historical settlements may be seen at the Pataleshwar caves, which date back to the 5th century. Punyeshwar, a majestic Shiva temple built by the Rashtrakuta Kings, was regrettably destroyed during the Sultan's invasion on the city in the 13th century. Because Pune is located in Maharashtra, the majority of its population are Marathi. Pune is not particularly hot; even in the height of summer, the air is cool. However, because sunlight can be harsh, it can cause skin tan and sunburn. Due to its high altitude, Pune's nights are much cooler than those in most other regions of the region. The National Defence Academy, as well as the Armed Forces Medical College, the Film and Television Academy of India, and the Symbiosis Educational Society, as well as the University of Pune, are all located in Pune. Pune has several tourist attractions that are a charming mix of traditional and contemporary. Pune is a history student's dream, from the Aga Khan Palace, with its Italian arches, salons, suites, and expansive lawns, where Kasturba Gandhi spent her final years, to the Shaniwar Wada, the Maratha Empire's iconic monument.

Welcome to Pune, India, a tumultuous whirlpool of modernisation and history that no longer bows to Mumbai. This city has its own individuality, with palaces, forts, temples, ancient ruins, and more, making it a must-see.

Our Pune Correspondence / Mailing address

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

Sky Loft, Creaticity Off, Airport Road opp. Golf Course Shastrinagar, Yerawada Pune, Maharashtra 411006

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