Deep Learning
40 videos • 7,963 views • by 650 AI Lab
A collection of various Deep learning content ready with code and detailed description.
1
Getting started with adding layers & forward functions to your neural network in PyTorch
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2
How does convolution works? Watch this live convolution demo in python
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3
Everything you need to know about Tensors in Deep Learning with PyTorch
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4
Do you want to know Graph Neural Networks (GNN) implementation in Python?
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5
Think Graph Neural Networks (GNN) are hard to understand? Try this two part series..
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6
Deep Understanding of MNIST problem and its CNN solution using CNN Explainer
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7
Think neural networks are hard to understand? Try CNN Explainer once....
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8
Your first Billion params Convolutional neural network (CNN) in just few lines of code in Python
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9
Create and Visualize your first Convolutional Neural Network (CNN) in Python
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10
Create and Visualize your first Perceptron (P) and Feed Forward (FF) Network in Python
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11
Create and visualize your very first Neural Network in Python
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12
How to transform & improve your deep learning code to a visual neural network?
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13
Text to Image generation using ruDALL-E open source Model (DALL-E)
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14
Nvidia Cuda, cuDNN, Conda, PyTorch and TensorFlow Installation with Ubuntu 22.04
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15
AI Workshop: Build your own Text-to-Image application in Python from scratch
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16
AI Workshop: Build your own Text-to-Image application with DALL-E mini in Python from scratch
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17
Gradio AI web application: Hands-on Python example with JoJoGAN face stylization model
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18
Bloom (Text Generation Large Language Model - LLM): Step by step implementation
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19
You should definitely check out TorchStudio, Deep Learning Toolkit
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20
An Introduction to Hugging Face Transformers pipeline through animations and data-flows
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21
A developer guide to use Stable Diffusion text-to-image AI model in python
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22
A visual Introduction to Federated or Collaborative Learning
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23
Dynamic Text & Audio Prompts UI for Stable Diffusion TF models - Code Walkthrough (Part 1)
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24
Hands-on Coding Lab - Text Prompt UI for Stable Diffusion models (part 2)
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25
Hands-on Coding Lab - Text Prompt UI for Stable Diffusion models - Part 3
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26
Hands-on Coding Lab - Text Prompt UI for Stable Diffusion models - Part 4/4
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27
Automated video creation with Stable Diffusion AI Models - A Developer Guide
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28
OpenAI Whisper - Translate and transcribe your video and audio at command line
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29
OpenAI Whisper - Understanding transcribe & decode functions with transcribe & translate tasks
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30
Develop and Host multipurpose GUI for OpenAI Whisper at Huggingface Space
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31
Deep learning Workshop for Satellite Imagery - Data Processing (Part 1/3)
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32
Deep learning Workshop for Satellite Imagery - Training & Prediction (Part 2/3)
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33
Advance Deep learning Workshop for Satellite Imagery - Model Export & Production (Part 3/3)
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34
Getting Started with ESM Metagenomic Atlas with API & large language Models (LLM)
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35
No-Code and Full-Code Data Analytics with GigaSheet & Pandas (Side-by-Side)
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36
Python Workshop with face detection, mesh & orientations with Hugging Face deployment
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37
Stability AI plugin for Blender - Create images, texture and animations
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38
Develop Successful Deep Learning Projects with this 10 Steps formula
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39
Instruct-NeRF2NeRF - Combining Diffusion Models with NeRF to create new NeRF Objects
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40
Dreamix - Applying Video Diffusion Models as General Video Editors (AI-fused Video Editing)
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