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Deep Learning with PyTorch

Accelerate your Career

Learn deep learning with PyTorch: build neural networks, train models, and master AI techniques for computer vision, NLP, and data science.

3 Modules
with Certifications
10:06 Hours
of Recorded Content
5.0 Ratings
by 587 Learners
English
Language
Paid Course
Get this Course @ ₹1,499
587 enrolled in this course

Deep Learning with PyTorch

Deep learning has transformed the way machines learn, analyze, and make decisions, and PyTorch has emerged as one of the most powerful frameworks driving this revolution. Deep Learning with PyTorch is designed to provide learners, researchers, and professionals with a comprehensive understanding of how to build, train, and deploy neural networks using this flexible and intuitive library.
MASTERING THE DATA SCIENCE LIFECYCLE

Comprehensive Syllabus Outline

A comprehensive curriculum designed to take you from beginner to professional.

M1

Module 1 – PyTorch Foundations

Introduction
Deep Learning Using PyTorch
Torch Vision

M2

Module 2 – Model Building & Training

Tensor Using PyTorch
Linear Layer
Transformer Layer

M3

Module 3 – Advanced Applications & Deployment

Transfer Learning
Normalization Layers
Torch Vision
Alexnet

Capstone Project

Deployable Image Classification Service

Build, train and fine-tune deep learning models in PyTorch, from tensors to CNNs, RNNs and GANs, then serve a trained model in production with TorchServe.

PROJECT

A CNN image classifier deployed with TorchServe.

Train an image model and serve its predictions through an API.

CONCEPT

Tensors, autograd and training loops.

Understand how PyTorch computes gradients and optimises models.

CONCEPT

RNNs for sequence modelling.

Model text and time-series data with recurrent networks.

CONCEPT

Transfer learning and GANs.

Reuse pretrained networks and generate new images with generative models.

CORE TOOLING MASTERY

Tech Stack

Master the primary professional software development packages and workflow tools.

Python
PyTorch
Torchvision
NumPy
TorchServe
Jupyter Notebooks
Career Impact

After this Course, You will be Able to

Observe the real-world utility outcomes you gain after program completion.

Set up PyTorch and work with tensors, autograd and core operations.
Build models and write training loops with PyTorch optimisers.
Classify images with convolutional neural networks.
Model sequences with recurrent neural networks.
Apply transfer learning and build GANs for generative tasks.
Deploy and optimise trained models with TorchServe.

Course Stats

₹12.35 LPA

Average Salary

₹42 LPA

Highest Salary

135%

Salary Hike

7+ Companies

Hiring Partners

Key Features

Mentorship

Receive guidance and insights from industry experts

Hands-on Experience

Gain practical skills in a real-world cutting-edge projects.

Networking

Connect with professionals and peers in your field

Skill Development

Enhance your technical and soft skills

Career Advancement

Boost your resume with valuable experience

Dual Certificate

Get a certification to showcase your achievements
DIGITAL VERIFIABLE CREDENTIAL

Let Your Certificates Speak For You

Our certification formally validates your skill set in recruiter searches with unique QR code verification and LinkedIn-ready structures.

Unique Credential ID & QR Code
Recruiters can scan to instantly verify your project files, source repository, and official completion marks.

Linkedin Certified Recognition
Easily push to your Linkedin profile with 1-click credential linking to increase high-end corporate recruiter views.

Certificate Sample
Status
Verified

Where Our Learners Work

Our alumni are driving innovation at the world's most prestigious technology companies.

Flipkart
Freshworks
Juspay
Chargebee
Zoho
PayPal
PREMIER PLATFORM EXPERIENCE

Why Pantech?

An expert-crafted learning infrastructure built for technical fluency.

Industrial Expert Mentors

Direct guidance and weekly doubt clearing sessions hosted by hardware, embedded, and software engineering veterans.

24/7 Interactive Support

Ask coding doubts anytime on our student community workspace and receive instant assistance.

Self-Paced Learning Engine

Access lifetime recorded modules with adaptive pacing to balance academics and professional work.

Career Guidance Support

Exclusive resume review, mock interviews, and placement assistance from industry experts.

We are Accredited by

Our Awards & Achievements
Award 1
VERIFIED STUDENT REVIEWS

What Our Students Say

See how Pantech courses accelerated career transitions across India.

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VERIFIED LEARNER

Get exclusive lifetime access to coursework, simulators, custom templates, and direct placement opportunities.

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HAVE QUESTIONS?

Frequently Asked Questions

Find instant answers to all common questions about our technical certificate courses.

Do I get lifetime access to the course content?

Yes, once enrolled, you have complete lifetime access to all learning materials, recorded videos, and resources.

Will I receive a certificate upon completion?

Absolutely. A globally recognized, industry-vetted digital certificate is provided upon successful completion of the curriculum.

Is there a refund policy?

Yes, we offer a 7-day money-back guarantee if you are not satisfied with the course content or delivery format.

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