In this video we have downloaded images online and store them in a folder together with a csv file and we want to load them efficiently with a custom Dataset in Pytorch.

Small Example of Dataset used in video:
https://www.kaggle.com/dataset..../c75fbba288ac0418f77

Dataset (All images but not with csv file so you have to create it youself):
https://www.kaggle.com/c/dogs-vs-cats/data

People often ask what courses are great for getting into ML/DL and the two I started with is ML and DL specialization both by Andrew Ng. Below you'll find both affiliate and non-affiliate links if you want to check it out. The pricing for you is the same but a small commission goes back to the channel if you buy it through the affiliate link.
ML Course (affiliate): https://bit.ly/3qq20Sx
DL Specialization (affiliate): https://bit.ly/30npNrw
ML Course (no affiliate): https://bit.ly/3t8JqA9
DL Specialization (no affiliate): https://bit.ly/3t8JqA9

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PyTorch Playlist:
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AWESOME ANIMALS | 4K ULTRA HD | 12K Relaxation Music

My instrumental music can help you find deep relaxation, relieve anxiety, and find peace. My music incorporates relaxing sounds of nature and features flute music, piano music, harp music, & violin music. My channel as a place to visit, relax and find peace.

In this video we visit with beautiful Lions cubs in beautiful nature settings. We hope you enjoy the video, Blessings and peace.


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GPT-3 is super intelligent NLP deep learning model. In order to understand GPT-3 or later version, we should understand fundamental basic of it, and this video is covering the basic of GPT which covers before the transformer, and summary of transformer and the basic fundamental of GPT by looking at GPT-1.