Machine Learning Projects - Deploying ML model as Public API using FastAPI and Ngrok in Google Colaboratory

🚀 Complete Machine Learning & Generative AI Course - Hands-on • Real-World Projects • Production Deployment: 👉 https://linktr.ee/siddhardhan This video is about deploying a Machine Learning model as a public API using FastAPI and ngrok in Google Colaboratory with Python. Previous video - ML model as API: https://youtu.be/ZTz26f6XXrQ Dataset file link: https://www.dropbox.com/s/uh7o7uyeghqkhoy/diabetes.csv?dl=0 Colab file link for saving the model: https://colab.research.google.com/drive/1IR3294r5LfFuHDEYcaW5qSooLiR2KsFo?usp=sharing Colab file for building the API: https://colab.research.google.com/drive/1HWkV-PJaAAO8lz3RDzsFUJ1meeE4GYHA?usp=sharing Python files & saved model: https://drive.google.com/drive/folders/19x65h8XDhLqvrT5Tfh7wA3HUhLGHMadB?usp=sharing Diabetes Prediction using ML - video: https://youtu.be/xUE7SjVx9bQ Machine Learning Course with Python Playlist: https://youtube.com/playlist?list=PLfFghEzKVmjsNtIRwErklMAN8nJmebB0I Machine Learning Projects Playlist: https://youtube.com/playlist?list=PLfFghEzKVmjvuSA67LszN1dZ-Dd_pkus6 Let's build a Community of Machine Learning experts! Kindly Subscribe here👉 https://tinyurl.com/md0gjbis I am making a "Hands-on Machine Learning Course with Python" in YouTube. I'll be posting 3 videos per week: Monday Evening; Wednesday Evening; Friday Evening. Download the Course Curriculum File from here: https://drive.google.com/file/d/17i0c6SmncNuwSgr9W1MRRk3YYdEOP9Gd/view?usp=sharing LinkedIn: https://www.linkedin.com/in/siddhardhan-s-741652207 Telegram Group: https://t.me/siddhardhan Facebook group: https://www.facebook.com/groups/490857825649006/?ref=share Getting error in any of the codes that I have explained? Mail the details of the error to: [email protected] Instagram: https://www.instagram.com/siddhardhan23