Pytorch Course Online | Pytorch Training Classes [UPDATED] | Updated 2025
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PyTorch Online Training

Rated #1 Recognized as the No.1 Institute for PyTorch Online Training.

To improve your abilities under the direction of professionals in the field, take part in ACTE’s PyTorch Training program. Participants will learn how to use PyTorch for deep learning, machine learning.

Our PyTorch Online Course teaches students how to develop and deploy machine learning models, enhance neural network operations, and design. Academic support and dedicated placement assistance to help students secure top job opportunities in machine learning, AI development and data science.

  • Start mastering PyTorch for Deep Learning today!
  • Join our comprehensive PyTorch Online Training now!
  • With over 400+ hiring clients and 18,500+ trained professionals.
  • Gain hands-on experience in real-world PyTorch environments.
  • Benefit from unlimited interview opportunities with leading MNCs.
  • Affordable, industry-recognized curriculum with 100% placement support.

Job Assistance

1,200+ Enrolled

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65+ Hrs.

Duration

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Format

LMS

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⭐ Fees Starts From

INR 38,000
INR 18,500
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      Our Hiring Partners

      Learn From Experts, Practice On Projects & Get Placed in IT Company

      • 100% Guaranteed Placement Support for Freshers & Working Professionals
      • You will not only gain knowledge of PyTorch Certification and advanced concepts, but also gain exposure to Industry best practices
      • Experienced Trainers and Lab Facility
      • PyTorch Professional Certification Guidance Support with Exam Dumps
      • Practical oriented / Job oriented Training. Practice on Real Time project scenarios.
      • We have designed an in-depth course so meet job requirements and criteria
      • Resume & Interviews Preparation Support
      • Concepts: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, .Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
      • START YOUR CAREER WITH HANDOOP CERTIFICATION COURSE THAT GETS YOU A JOB OF UPTO 6 TO 10 LACS IN JUST 40 DAYS!

      Your IT Career Starts Here

      550+ Students Placed Every Month!

      Get inspired by their progress in the Career Growth Report.

      Other Categories Placements
      • Non-IT to IT (Career Transition) 2371+
      • Diploma Candidates3001+
      • Non-Engineering Students (Arts & Science)3419+
      • Engineering Students3571+
      • CTC Greater than 5 LPA4542+
      • Academic Percentage Less than 60%5583+
      • Career Break / Gap Students2588+

      Upcoming Batches For Classroom and Online

      Weekdays
      24 - Nov - 2025
      08:00 AM & 10:00 AM
      Weekdays
      26 - Nov - 2025
      08:00 AM & 10:00 AM
      Weekends
      29 - Nov - 2025
      (10:00 AM - 01:30 PM)
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      (09:00 AM - 02:00 PM)
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      INR 18,500
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      What’s included ?

      Convenient learning format

      📊 Free Aptitude and Technical Skills Training

      • Learn basic maths and logical thinking to solve problems easily.
      • Understand simple coding and technical concepts step by step.
      • Get ready for exams and interviews with regular practice.
      Dedicated career services

      🛠️ Hands-On Projects

      • Work on real-time projects to apply what you learn.
      • Build mini apps and tools daily to enhance your coding skills.
      • Gain practical experience just like in real jobs.
      Learn from the best

      🧠 AI Powered Self Interview Practice Portal

      • Practice interview questions with instant AI feedback.
      • Improve your answers by speaking and reviewing them.
      • Build confidence with real-time mock interview sessions.
      Learn from the best

      🎯 Interview Preparation For Freshers

      • Practice company-based interview questions.
      • Take online assessment tests to crack interviews
      • Practice confidently with real-world interview and project-based questions.
      Learn from the best

      🧪 LMS Online Learning Platform

      • Explore expert trainer videos and documents to boost your learning.
      • Study anytime with on-demand videos and detailed documents.
      • Quickly find topics with organized learning materials.
       

      Curriculum

      Syllabus of PyTorch Online Training Course
      Module 1: Introduction to PyTorch
      • 1. PyTorch Fundamentals
      • 2. Why PyTorch
      • 3. Tensorflow vs Pytorch vs Keras
      • 4. Matrix Basics
      • 5. Reproducibility
      • 6. GPU and CPU Toggling
      Module 2: PyTorch Fundamentals
      • 1. Basic Mathematical Tensor Operations
      • 2. PyTorch Tensors
      • 3. Two-Dimensional Tensors
      • 4. Variables and Gradients
      • 5. Practical Applications Using PyTorch
      Module 3: Linear Regression PyTorch Way
      • 1. What is Linear Regression
      • 2. Linear Regression in PyTorch
      • 3. Linear Regression From CPU to GPU in PyTorch
      • 4. Multiple Input Output Linear Regression
      Module 4: Logistic Regression with PyTorch
      • 1. Logistic Regression for classification
      • 2. Going deeper into Logistic Regression
      • 3. Logistic Regression with PyTorch
      • 4. From CPU to GPU in PyTorch
      Module 5: Basic Neural Network with PyTorch
      • 1. Hidden Layers
      • 2. Backpropagation
      • 3. Activation Functions
      • 4. Non-linearity
      • 5. Feedforward Neural Network in PyTorch
      • 6. More Feedforward Neural Network Models in PyTorch
      • 7. Feedforward Neural Network From CPU to GPU in PyTorch
      Module 6: Basic Neural Network with PyTorch
      • 1. Hidden Layers
      • 2. Backpropagation
      • 3. Activation Functions
      • 4. Non-linearity
      • 5. Feedforward Neural Network in PyTorch
      • 6. More Feedforward Neural Network Models in PyTorch
      • 7. Feedforward Neural Network From CPU to GPU in PyTorch
      Module 7: Convolutional Neural Network (CNN) with PyTorch
      • 1. Feedforward Neural Network Transition to CNN
      • 2. One Convolutional Layer
      • 3. Multiple Convolutional Layers Overview
      • 4. Pooling Layers
      • 5. Padding for Convolutional Layers
      • 6. Output Size Calculation
      • 7. CNN in PyTorch
      • 8. More CNN Models in PyTorch
      • 9. Expanding CNN Model's Capacity
      • 10. From CPU to GPU in PyTorch
      • 11. Pre-trained CNNs
      Module 8: Recurrent Neural Networks (RNN) with PyTorch
      • 1. Introduction to RNN
      • 2. RNN in PyTorch
      • 3. More RNN Models in PyTorch
      • 4. RNN From CPU to GPU in PyTorch
      Module 9: Long Short-Term Memory Networks (LSTM) with PyTorch
      • 1. Introduction to LSTMs
      • 2. LSTM Equations
      • 3. LSTM in PyTorch
      • 4. More LSTM Models in PyTorch
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      About PyTorch Online Training Course

      ACTE online Training provide an open source machine learning library that provides both tensor computation and deep neural networks. It was created by Facebook's artificial intelligence research group and is used primarily to run deep learning frameworks.

      Benefits

      In PyTorch course, you’ll learn the basics of deep learning, and build your own deep neural networks using PyTorch. You’ll get practical experience with PyTorch through coding exercises and projects implementing state-of-the-art AI applications such as style transfer and text generation.

      Top Job Offered PyTorch Online Tools Covered
      • Classification using PyTorch

        Autograd

        Network from Scratch in PyTorch

      • Mathematical Operations

        Common PyTorch Modules

        Basics of PyTorch

      • Getting Started with PyTorch

        Introduction to Tensors

        Matrix Initialization and Matrix Operation

      Easy to learn

      PyTorch is comparatively easier to learn than other deep learning frameworks. This is because its syntax and application are similar to many conventional programming languages like Python. PyTorch's documentation is also very organized and helpful for beginners.

      PyTorch is an open source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing, primarily developed by Facebook's AI Research lab (FAIR). It is free and open-source software released under the Modified BSD license.

      If you are in academia and are getting started, go for Pytorch. It will be easier to learn and use. If you are in the industry where you need to deploy models in production, Tensorflow is your best choice. You can use Keras/Pytorch for prototyping if you want.

      Yes, We do provide Placements Support. We have Dedicated placement Officer taking care of the Students placement. Over and above we have tie-ups with so many IT Companies where the prospective HRs and Employers contact us for placements & internships. you are updated on various job opportunities and depending upon your interest in those your resumes are shared and the process is taken ahead

      These differ a lot in the software fields based on the framework you use. TensorFlow provides a way of implementing dynamic graph using a library called TensorFlow Fold, but PyTorch has it inbuilt. Sign up for free to get more Data Science stories like this.

        There aren't any specific prerequisites for pytorch. If you have basic understanding of python and machine learning you are pick up pytorch very easily. They have very nice tutorials on their website and if you have any questions you ask on their forum which is very active.

      62 companies reportedly use PyTorch in their tech stacks, including Hepsiburada, Walmart, and ABEJA, Inc...

      Simple Regression with PyTorch

      • Step 1) Creating our network model.
      • Step 2) Test Data.
      • Step 3) Optimizer and Loss.
      • Step 4) Training.
      • Step 5) Result.
      • Step 6) Preprocess the Data.
      • Step 7) Network Model Configuration.
      • Step 8) Train the Model.

      Yes It is worth , Future will be bright. Learning PyTorch will definitely give you a basic understanding about working of other options as well. Moreover, several organizations are using PyTorch for their workload. So there are lot of opportunities for good developers in this domain.Simply speaking, this distribution training makes things very fast. Excellent documentation and tutorials: As oppose to TensorFlow, which has awful documentation, you can basically learn almost everything quickly and from scratch using PyTorch official tutorials . This is a great advantage.

      The course includes CNN, RNN, sentiment prediction, and deploying PyTorch models with Torch Script. Depending upon your proficiency in Python and machine learning knowledge, it can take from one to three month for learning and mastering PyTorch.

      Top reasons to consider a career in PyTorch ?

      Top Reasons why PyTorch is the deep learning framework of the future

      • PyTorch is Pythonic. Python is one of the most popular language used by data scientists.
      • Easy to learn.
      • Higher developer productivity.
      • Easy debugging.
      • Data Parallelism.
      • Dynamic Computational Graph Support.
      • Hybrid Front-End.
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      Need customized curriculum?

      Hands-on Real Time PyTorch Projects

      Our Top Hiring Partner for Placements

      ACTE offers placement opportunities as add-on to every student / professional who completed our classroom or online training. Some of our students are working in these companies listed below.

      • We are associated with top organizations like HCL, Wipro, Dell, Accenture, Google, CTS, TCS, IBM etc. It make us capable to place our students in top MNCs across the globe
      • We have separate student’s portals for placement, here you will get all the interview schedules and we notify you through Emails.
      • After completion of 70% PyTorch training course content, we will arrange the interview calls to students & prepare them to F2F interaction
      • PyTorch Trainers assist students in developing their resume matching the current industry needs
      • We have a dedicated Placement support team wing that assist students in securing placement according to their requirements
      • We will schedule Mock Exams and Mock Interviews to find out the GAP in Candidate Knowledge

      Get Certified By MapR Certified PyTorch Developer (MCHD) & Industry Recognized ACTE Certificate

      Acte Certification is Accredited by all major Global Companies around the world. We provide after completion of the theoretical and practical sessions to fresher's as well as corporate trainees.

      Our certification at Acte is accredited worldwide. It increases the value of your resume and you can attain leading job posts with the help of this certification in leading MNC's of the world. The certification is only provided after successful completion of our training and practical based projects.

      Complete Your Course

      a downloadable Certificate in PDF format, immediately available to you when you complete your Course

      Get Certified

      a physical version of your officially branded and security-marked Certificate.

      Get Certified

      About Experienced PyTorch Trainer

      • Our PyTorch Training in . Trainers are certified professionals with 7+ years of experience in their respective domain as well as they are currently working with Top MNCs.
      • As all Trainers are PyTorch domain working professionals so they are having many live projects, trainers will use these projects during training sessions.
      • All our Trainers are working with companies such as Cognizant, Dell, Infosys, IBM, L&T InfoTech, TCS, HCL Technologies, etc.
      • Trainers are also help candidates to get placed in their respective company by Employee Referral / Internal Hiring process.
      • Our trainers are industry-experts and subject specialists who have mastered on running applications providing Best PyTorch training to the students.
      • We have received various prestigious awards for PyTorch Training in from recognized IT organizations.

      Authorized Partners

      ACTE TRAINING INSTITUTE PVT LTD is the unique Authorised Oracle Partner, Authorised Microsoft Partner, Authorised Pearson Vue Exam Center, Authorised PSI Exam Center, Authorised Partner Of AWS .

      Get Training Quote for Free

            Career Support

            Placement Assistance

            Exclusive access to ACTE Job portal

            Mock Interview Preparation

            1 on 1 Career Mentoring Sessions

            Career Oriented Sessions

            Resume & LinkedIn Profile Building

            We Offer High-Quality Training at The Lowest Prices.

            Affordable, Quality Training for Freshers to Launch IT Careers & Land Top Placements.

            What Makes ACTE Training Different?

            Feature

            ACTE Technologies

            Other Institutes

            Affordable Fees

            Competitive Pricing With Flexible Payment Options.

            Higher Fees With Limited Payment Options.

            Industry Experts

            Well Experienced Trainer From a Relevant Field With Practical Training

            Theoretical Class With Limited Practical

            Updated Syllabus

            Updated and Industry-relevant Course Curriculum With Hands-on Learning.

            Outdated Curriculum With Limited Practical Training.

            Hands-on projects

            Real-world Projects With Live Case Studies and Collaboration With Companies.

            Basic Projects With Limited Real-world Application.

            Certification

            Industry-recognized Certifications With Global Validity.

            Basic Certifications With Limited Recognition.

            Placement Support

            Strong Placement Support With Tie-ups With Top Companies and Mock Interviews.

            Basic Placement Support

            Industry Partnerships

            Strong Ties With Top Tech Companies for Internships and Placements

            No Partnerships, Limited Opportunities

            Batch Size

            Small Batch Sizes for Personalized Attention.

            Large Batch Sizes With Limited Individual Focus.

            LMS Features

            Lifetime Access Course video Materials in LMS, Online Interview Practice, upload resumes in Placement Portal.

            No LMS Features or Perks.

            Training Support

            Dedicated Mentors, 24/7 Doubt Resolution, and Personalized Guidance.

            Limited Mentor Support and No After-hours Assistance.

            PyTorch Course FAQs

            Looking for better Discount Price?

            Call now: +91-7669 100 251 and know the exciting offers available for you!
            • ACTE is the Legend in offering placement to the students. Please visit our Placed Students List on our website
            • We have strong relationship with over 700+ Top MNCs like SAP, Oracle, Amazon, HCL, Wipro, Dell, Accenture, Google, CTS, TCS, IBM etc.
            • More than 3500+ students placed in last year in India & Globally
            • ACTE conducts development sessions including mock interviews, presentation skills to prepare students to face a challenging interview situation with ease.
            • 85% percent placement record
            • Our Placement Cell support you till you get placed in better MNC
            • Please Visit Your Student Portal | Here FREE Lifetime Online Student Portal help you to access the Job Openings, Study Materials, Videos, Recorded Section & Top MNC interview Questions
              ACTE Gives Certificate For Completing A Course
            • Certification is Accredited by all major Global Companies
            • ACTE is the unique Authorized Oracle Partner, Authorized Microsoft Partner, Authorized Pearson Vue Exam Center, Authorized PSI Exam Center, Authorized Partner Of AWS
            • The entire PyTorch training has been built around Real Time Implementation
            • You Get Hands-on Experience with Industry Projects, Hackathons & lab sessions which will help you to Build your Project Portfolio
            • GitHub repository and Showcase to Recruiters in Interviews & Get Placed
            All the instructors at ACTE are practitioners from the Industry with minimum 9-12 yrs of relevant IT experience. They are subject matter experts and are trained by ACTE for providing an awesome learning experience.
            No worries. ACTE assure that no one misses single lectures topics. We will reschedule the classes as per your convenience within the stipulated course duration with all such possibilities. If required you can even attend that topic with any other batches.
            We offer this course in “Class Room, One to One Training, Fast Track, Customized Training & Online Training” mode. Through this way you won’t mess anything in your real-life schedule.

            Why Should I Learn PyTorch Course At ACTE?

            • PyTorch Course in ACTE is designed & conducted by PyTorch experts with 10+ years of experience in the PyTorch domain
            • Only institution in India with the right blend of theory & practical sessions
            • In-depth Course coverage for 60+ Hours
            • More than 50,000+ students trust ACTE
            • Affordable fees keeping students and IT working professionals in mind
            • Course timings designed to suit working professionals and students
            • Interview tips and training
            • Resume building support
            • Real-time projects and case studies
            Yes We Provide Lifetime Access for Student’s Portal Study Materials, Videos & Top MNC Interview Question.
            You will receive ACTE globally recognized course completion certification Along with project experience, job support, and lifetime resources.
            We have been in the training field for close to a decade now. We set up our operations in the year 2009 by a group of IT veterans to offer world class IT training & we have trained over 50,000+ aspirants to well-employed IT professionals in various IT companies.
            We at ACTE believe in giving individual attention to students so that they will be in a position to clarify all the doubts that arise in complex and difficult topics. Therefore, we restrict the size of each PyTorch batch to 5 or 6 members
            Our courseware is designed to give a hands-on approach to the students in PyTorch . The course is made up of theoretical classes that teach the basics of each module followed by high-intensity practical sessions reflecting the current challenges and needs of the industry that will demand the students’ time and commitment.
            You can contact our support number at +91 76691 00251 / Directly can do by ACTE.in's E-commerce payment system Login or directly walk-in to one of the ACTE branches in India
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            Job Opportunities in Pytorch

            More Than 35% of Developers Prefer Pytorch. Pytorch is One of the Most Popular and in-demand HTML in the Tech World.