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