How to train AI ML models? Full pipeline in 15 mins.

If you are a beginner in machine learning and AI, you need a proper workflow and a pipeline to train the best models. The steps mentioned here will help you master machine learning. If you are a beginner transitioning into AI and ML, you need to understand why we follow these steps when building or training a machine learning model. Learn everything from cleaning the dataset, transforming data, preprocessing steps, choosing the right model and tuning the hyperparameters, evaluate the model with the right metrics, and deploy the best model possible. These steps are easy to understand and implement for machine learning and AI. If you are looking for machine learning for beginners, this is for you. Stay tuned to stay ahead of the curve in the world of science! ============================================================ Books: Ace the Data Science Interview: https://amzn.to/3QPJLp5 Elements of statistical learning: https://amzn.to/3WhAvNI Introduction to statistical learning: https://amzn.to/4g0vZKq ML book 1: https://amzn.to/4iAdlLN PyTorch and sklearn: https://amzn.to/4gvfSFp LLMs from scratch: https://amzn.to/4gauz11 My Gear: Microphone: https://amzn.to/4j5qmN5 Beats headphones! Get your's now: https://amzn.to/3ZyZAVj JBL Bluetooth Speaker: https://amzn.to/4ivtulF Logitech Ergonomic Keyboard: https://amzn.to/3OQI49P Logitech Ergonomic Mouse: https://amzn.to/3D6qtrQ Camera Stand: https://amzn.to/3Zoe6Pi Studio light: https://amzn.to/4g6GPzy Pool Table: https://amzn.to/4gsS7xI As an amazon affiliate, I may earn a small commission if you use these links to buy at no extra cost to you. ================================================================ #coding #ai #machinelearning #sciencemajors #datascience #python ********************************************************************************* Get your Merch!👕 https://chemcoder.myspreadshop.com/ My website 🖥️: https://kra268.github.io/KeerthanRaoWeb/ Buy me a coffee ☕️: https://buymeacoffee.com/chemcoder LinkedIn 🤝: www.linkedin.com/in/keerthan-kra268 ********************************************************************************* GitHub page for math resources: https://github.com/dair-ai/Mathematic... Stanford Online:    / @stanfordonline   DeepLearning.ai channel:    / @deeplearningai   3Blue1Brown channel:    / @3blue1brown   Andrej Karpathy:    / @andrejkarpathy   More about my learning journey:    • Guide to Learning Python   Here's how you can get started with python:    • Can you learn python in 1 day?   If you want to get started with the first lesson:    • Basics of Python | Structured Tutorials   For workshops I have conducted before:    • 5 day python workshop   Erdos Institute boot-camp to learn ML: https://www.erdosinstitute.org/boot-camp Coursera's ML course by Andrew Ng: https://www.coursera.org/specializati... Welcome to ChemCoder. As a computational chemist myself, I had to transition to AI and ML towards the end of my PhD program and I have to admit, it was a lot of learning, making mistakes and late nights. If you are a graduate student, freshman, sophomore or a senior in college and wondering if this field of chemistry and programming is for you, you ARE in the right place! We as chemists or as scientists in general have a very unique position to learn and integrate our coding skills to bring new technology and innovation to the world. The future depends on us and our ability to learn, stay motivated and persistent in this difficult field. Join our community as we strive to get better every day. If you enjoyed this video, consider clicking the LIKE button to help YouTube show this video to others and if you don't want to miss any content from us, consider SUBSCRIBING to the channel. Thank you!