If you are a beginner in AI and machine learning, here is a 6 months roadmap to learn and transition into AI and ML. Machine learning is difficult if you do not have a plan on the topics to study and how much time to spend on each topic. It will take years to become an expert in ML but the first few months are important. If you are a college student or trying to learn ML and AI as a new skill to get into data science and you only have a few months before graduating or finding a new job, this video will help you plan your learning journey. Start by learning python and the math and statistics behind the ML algorithms. Focus on a handful of algorithms and understand the essence of what you are trying to achieve and gain experience in tackling the common problems people face as ML and AI engineers or scientists. I give a month by month breakdown on what you need to learn so you can get started without much stress.
Stay tuned to stay ahead of the curve in the world of science!
You can reach out to me here: https://kra268.github.io/KeerthanRaoWeb/
As an amazon affiliate, I may earn a small commission if you use these links to buy at no extra cost to you.
Books:
ML book 1: https://amzn.to/4iAdlLN
PyTorch and sklearn: https://amzn.to/4gvfSFp
LLMs from scratch: https://amzn.to/4gauz11
My gear:
Beats headphones: 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
#coding #ai #machinelearning #sciencemajors #datascience #python
More about my learning journey: https://www.youtube.com/playlist?list=PLRfh8v6mu_F0UJZf6DKnS2athBG38USXS
Here's how you can get started with python: https://youtu.be/BMXKcbMknKU?si=rE4MSMMQgxFMyiXp
If you want to get started with the first lesson: https://www.youtube.com/playlist?list=PLRfh8v6mu_F3MrkmQb6ccoNBI5MbmbM_j
For workshops I have conducted before: https://www.youtube.com/playlist?list=PLRfh8v6mu_F0W7nD2bIDJUDzrPgGO2QK_
Erdos Institute boot-camp to learn ML: https://www.erdosinstitute.org/boot-camp
Coursera's ML course by Andrew Ng: https://www.coursera.org/specializations/machine-learning-introduction?
About the channel:
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.
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