Udemy - Deep Learning with Tensorflow and Pytorch (Tutorial Ongoing)

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Udemy - Deep Learning with Tensorflow and Pytorch (Tutorial Ongoing) (Size: 1.2 GB)
  1. Introduction to Tensorflow and Pytorch Libraries.mp4 7.8 MB
  1. Introduction.mp4 1.6 MB
  1. MNIST Introduction.mp4 25.3 MB
  10. Pytorch MNIST Code Walk Through.mp4 152.7 MB
  2. Install Tensorflow and Pytorch- Steps.mp4 11.3 MB
  2. MNIST Tensorflow- example code walk through.mp4 119.6 MB
  2. Quick Demo of whisper+gradio speech to text conversion!.mp4 16.4 MB
  2.1 Tensorflow-Pytroch-Install.pdf 13.9 KB
  3. Difference between Artificial Intelligence, Machine Learning and Deep Learning.mp4 20.7 MB
  3. Install Tensorflow - Hands-on.mp4 78.3 MB
  3. MNIST Tensorflow- running in machine.mp4 95.8 MB
  4. Data preparation, Datagenerator and Model.mp4 38 MB
  4. Install Pytorch - Hands-on- Part 1.mp4 22.3 MB
  4. Machine Learning quick overview.mp4 100.2 MB
  5. Artifical Neural Network or ANN.mp4 45.8 MB
  5. Install Pytorch - Hands-on- Part 2.mp4 13.5 MB
  5. Loss Functions Regression- MAE, MSE.mp4 26.4 MB
  6. BackPropagation.mp4 83.2 MB
  6. Loss Functions Classification-Cross Entropy-Sigmoid and Softmax.mp4 61.5 MB
  7. Convolutional Neural Network.mp4 145.1 MB
  7. Loss Functions Sparse Categorical Cross Entropy.mp4 5.5 MB
  8. Deep Learning Fundamentals.mp4 84.2 MB
  8. Optimizers-GD, SGD, Adagrad, Adam.mp4 57.7 MB
  9. Callback Functions-Checkpoint, Learning Rate Scheduler.mp4 57.6 MB
  Bonus Resources.txt 409.6 B
  Get Bonus Downloads Here.url 204.8 B
  ▲ 26 total files

Description


Deep Learning with Tensorflow and Pytorch (Tutorial Ongoing)
https://DevCourseWeb.com

Published 6/2023
Created by Jerin Antony
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 23 Lectures ( 2h 35m ) | Size: 1.24 GB

Clear and simple deep learning tutorial, you will love it. Will be adding new topics on a weekly basis.

What you'll learn
Quick of a model using Gradio
Basics of Deep Learning
Train MNIST classifier using Tensorflow and Pytorch
Add a CICD for your deep learning repo
Data Generator inbuilt and custom
Train Age (multi-class) classifier using Tensorflow and Pytorch

Requirements
Python basics needed, else learn python also parallely.
Colab and GitHub account

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