I had no math background and I managed to became a Machine Learning Engineer as a fresher at a TOP US Startup by self-learning math (and other ML skills). In this video I’ll show you exactly how I did it, sharing the resources and study techniques that worked for me, along with practical advice on what math you actually need (and don’t need) to break into machine learning and data science.
๐ฌ If you’d like to chat with me 1:1, you can book a call here: https://topmate.io/sreemanti_dey
โ If you’d like to support my work, you can buy me a coffee (thank you!): https://www.paypal.com/paypalme/sreemantidey1234
๐จโ๐ป Coding Courses That Will ACTUALLY Get You Hired – From Zero To Mastery: https://www.educative.io/explore?aff=BqRd
๐ AI tool that will help you cover huge Youtube videos very fast, create mindmaps, podcasts, chat with videos, summarize, transcribe, create presentations all with one click: https://notegpt.io?fpr=sreemanti13
๐จโ๐ป Vibecoding projects from Zero to Production: https://app.emergent.sh/?via=sreemanti
๐ Best Resources, Courses and Books I Used To Land My First Machine Learning Internship – https://youtu.be/ldP_wAnRnuc
How I landed my first machine learning internship – https://youtu.be/h0hVkfD_omk
Machine Learning / AI / Data Science projects – https://www.youtube.com/watch?v=xgSGGFDzu98&list=PL49M3zg4eCviRD4-hTjS5aUZs3PzAFYkJ
โ๏ธ Learning Resources
DeepLearning.AI Coursera Specialization: https://www.coursera.org/specializations/mathematics-for-machine-learning-and-data-science/
The Manga Guide to Linear Algebra
The Manga Guide to Calculus
The Manga Guide to Statistics
Essence of Linear Algebra playlist: https://www.youtube.com/watch?v=fNk_zzaMoSs&list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
Essence of Calculus playlist: https://www.youtube.com/watch?v=WUvTyaaNkzM&list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr
StatQuest: https://www.youtube.com/@statquest
๐ฆซ About me
I am a Machine Learning Engineer at a top US startup. Outside of my full-time job I’m a technical mentor for machine learning, and a 1:1 career coach for people looking to break into the field, with a focus on those from non-traditional backgrounds. (https://topmate.io/sreemanti_dey)
โ๏ธ Contact
Leave me a comment here on YouTube!
Linkedin: https://www.linkedin.com/in/sreemanti-dey/
Business email: [email protected]
#machinelearning #mathforml #datascience
source
