My innitial objective was just to read some chapters where I felt the need to improve on in 2023, mainly transformers since I was implementing convolutional transformers or ViT. The author is so good at explaining concepts that I decided to complete all exercises during my free time.
Foundations are important and often do not come from university courses nor professional experience but actually personal hobby/work. Regardless of coming from the research side of AI, I think this was a great influence on my intuition blindspots and I'll continously post the solutions for all notebooks.
![](https://private-user-images.githubusercontent.com/36778187/326608347-8c35d56a-e98d-4afc-ab0a-5793a1bc6098.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MTkxNTc4ODYsIm5iZiI6MTcxOTE1NzU4NiwicGF0aCI6Ii8zNjc3ODE4Ny8zMjY2MDgzNDctOGMzNWQ1NmEtZTk4ZC00YWZjLWFiMGEtNTc5M2ExYmM2MDk4LnBuZz9YLUFtei1BbGdvcml0aG09QVdTNC1ITUFDLVNIQTI1NiZYLUFtei1DcmVkZW50aWFsPUFLSUFWQ09EWUxTQTUzUFFLNFpBJTJGMjAyNDA2MjMlMkZ1cy1lYXN0LTElMkZzMyUyRmF3czRfcmVxdWVzdCZYLUFtei1EYXRlPTIwMjQwNjIzVDE1NDYyNlomWC1BbXotRXhwaXJlcz0zMDAmWC1BbXotU2lnbmF0dXJlPTcwMmI5OGMyYWUwYjA0NTdhOWZjNTBiMDNiOGQ1MTdjYjI4OThhODBiYmNkODBkM2QwYjJhNjRjNzZhMjZjNGMmWC1BbXotU2lnbmVkSGVhZGVycz1ob3N0JmFjdG9yX2lkPTAma2V5X2lkPTAmcmVwb19pZD0wIn0.NmP9yt6hlZQAZmlYfm0H5tyML0DESRqFM2BibUEIwYY)