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Name: Deep Learning with Python and PyTorch
Price: 45000.00 PKR

No. Exercises run in free cloud notebooks in your browser.

Deep Learning with Python and PyTorch

Build and train neural networks for images and text, from first layers to real projects.

Enrollment openIntermediateLive classes

An abstract network of dots and lines shaped like a brain

About this course

A hands-on course in deep learning for learners who already write Python. You will build neural networks from scratch, then train modern models with PyTorch.

Live classes walk through each notebook together, with time for questions and code review.

What you will learn in Deep Learning with Python and PyTorch

5 modules, 13 lessons

Module 1
Neural network basics
- Neurons and layers
- Loss functions
- Gradient descent and backpropagation
Module 2
PyTorch
- Tensors
- Building models
- Training loops
Module 3
Computer vision
- Convolutional networks
- Transfer learning
Module 4
Language models
- Embeddings
- Transformers
- Fine-tuning a pretrained model
Module 5
Project
- Choosing a project
- Presenting your results

Learning outcomes

Explain how neural networks learn with gradient descent and backpropagation
Build and train networks in PyTorch
Train image models with convolutional networks
Fine-tune a pretrained language model for your own task

What's included

14 weeks of guided learning, about 5 hours a week
13 lessons in 5 modules
Live online classes in a small group, with time for your questions
Feedback from your teacher and regular progress checks
Taught in English
Help from our admissions team by email and WhatsApp

Entry requirements

Able to write Python programs
AI Foundations or equivalent

How to enroll

1Press Enroll nowAdd your details and choose a start date. No account needed.
2Pay with your referencePayment details appear straight after you order.
3Get your class detailsWe confirm your place and send your timetable and joining link.

Enroll now

Teacher

The teacher for this course will be announced soon.

Frequently asked questions

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Deep Learning with Python and PyTorch

About this course

What you will learn in Deep Learning with Python and PyTorch

Neural network basics

PyTorch

Computer vision

Language models

Project

Learning outcomes

What's included

Entry requirements

How to enroll

Teacher

Frequently asked questions