Courses/AI & Machine Learning

AI & Machine Learning

Deep Learning with TensorFlow & PyTorch

Name: Deep Learning with TensorFlow & PyTorch
Rating: 4.9 (3210 reviews)

Master neural networks, CNNs, RNNs, and Transformers using TensorFlow and PyTorch.

4.9(3,210 ratings)11,200 students14 weeksAdvancedEnglish

Priya Sharma

AI/ML Engineer

Overview

Deep dive into deep learning theory and practice — build and train neural networks for computer vision, NLP, and sequence modeling with TensorFlow and PyTorch.

Skills You'll Learn

Neural Networks

CNNs

RNNs & LSTMs

Transformers

TensorFlow

PyTorch

Prerequisites

Python
Basic Machine Learning
Linear algebra

Course Roadmap

Week 1

Foundations

Week 2

Computer Vision

Week 3

Sequence Models

Week 4

Transformers

Week 5

Frameworks

Week 6

Capstone

Course Curriculum

12 modules · 20 quizzes

Projects

Image Classification with CNNs

Train a CNN on a real image dataset.

PyTorchTensorFlow

Assignments

Build a Transformer from scratch

Hard

Implement self-attention.

Tech Stack

TensorFlowPyTorch

Meet Your Instructor

Priya Sharma

AI/ML Engineer

ML Engineer at a top fintech, passionate about GenAI.

Certificate You'll Earn

LUNETRON UPSKILL

Certificate of Completion

Your Name Here

has successfully completed the course

Deep Learning Certificate

Certificate ID

LNTRN-UPSK-000000

Founder

Lunetron Web Services LLP

Certified deep learning engineer.

Student Reviews

The Machine Learning and Deep Learning courses are incredibly well structured. The instructors explain complex concepts simply, and the capstone project became the centerpiece of my portfolio.

Aarush Rai

B.Tech / AI-ML

I liked the hands-on approach of the training. Working on assignments and mini projects made the concepts easier to understand, and the AI/ML introduction was a useful addition to the course.

Divyanshu Mishra

B.Tech / AI-ML

The Machine Learning and Deep Learning courses are incredibly well structured. The instructors explain complex concepts simply, and the capstone project became the centerpiece of my portfolio.