[GET] PyTorch Ultimate 2024: From Basics to Cutting-Edge

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PyTorch Ultimate 2024: From Basics to Cutting-Edge
Become an expert applying the most popular Deep Learning framework PyTorch
5,910 students
4.6 course rating
210 ratings
18.5 hours on-demand video
5 articles

Description
PyTorch is a Python framework developed by Facebook to develop and deploy Deep Learning models. It is one of the most popular Deep Learning frameworks nowadays.

In this course you will learn everything that is needed for developing and applying Deep Learning models to your own data. All relevant fields like Regression, Classification, CNNs, RNNs, GANs, NLP, Recommender Systems, and many more are covered. Furthermore, state of the art models and architectures like Transformers, YOLOv7, or ChatGPT are presented.

It is important to me that you learn the underlying concepts as well as how to implement the techniques. You will be challenged to tackle problems on your own, before I present you my solution.

In my course I will teach you:

Introduction to Deep Learning

high level understanding

perceptrons

layers

activation functions

loss functions

optimizers

Tensor handling

creation and specific features of tensors

automatic gradient calculation (autograd)

Modeling introduction, incl.

Linear Regression from scratch

understanding PyTorch model training

Batches

Datasets and Dataloaders

Hyperparameter Tuning

saving and loading models

Classification models

multilabel classification

multiclass classification

Convolutional Neural Networks

CNN theory

develop an image classification model

layer dimension calculation

image transformations

Audio Classification with torchaudio and spectrograms

And much more...


https://www.udemy.com/course/pytorch-ultimate/?couponCode=SALE2024

Enjoy!

[mindpower]

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