In this video, I talk about how I would learn data science if I had to start again from scratch. Learning data science and machine learning is a little bit different for everyone, but hopefully this video will help you to build the necessary foundation to tackle these fields. 1) Learn programming in python or R - Advice for college students: https://www.youtube.com/watch?v=xjhW1rSQeik 2) Learn basic statistics for data science - Free courses: https://www.youtube.com/watch?v=Ip50cXvpWY4 3) Start projects as soon as you can - Use https://www.kaggle.com/ to review code and work on basic projects - Beginner projects video: https://www.youtube.com/watch?v=8igH8qZafpo 4) Take notes on what algorithms and packages others use 5) Learn the source code for the algorithms and try to implement them from scratch 6) Work on more advanced projects where you collect your own data or use advanced concepts like deep learning, nlp, or computer vision. - Data science project playlist:    • Data Science Project From Scratch   Additional tips: 1) Make studying data science a habit - Ultralearning video: https://www.youtube.com/watch?v=a3VWq9smqhM 2) Hold yourself accountable #DataScience #KenJee ⭕ Subscribe: null 🎙 Listen to My Podcast: null 🕸 Check out My Website - https://kennethjee.com/ ✍️Sign up for My Newsletter - https://www.kennethjee.com/newsletter 📚 Books and Products I use - https://www.amazon.com/shop/kenjee (affiliate link) Partners & Affiliates 🌟 365 Data Science - Courses ( 57% Annual Discount): https://365datascience.pxf.io/P0jbBY 🌟 Interview Query - https://www.interviewquery.com/?ref=kenjee MORE DATA SCIENCE CONTENT HERE: 🐤My Twitter - https://twitter.com/KenJee_DS 👔 LinkedIn - https://www.linkedin.com/in/kenjee/ 📈 Kaggle - https://www.kaggle.com/kenjee 📑 Medium Articles - https://medium.com/@kenneth.b.jee 💻 Github - https://github.com/PlayingNumbers 🏀 My Sports Blog -https://www.playingnumbers.com/ Check These Videos Out Next! My Leaderboard Project: https://www.youtube.com/watch?v=myhoWUrSP7o 66 Days of Data: https://www.youtube.com/watch?v=qV_AlRwhI3I How I Would Learn Data Science in 2021: https://www.youtube.com/watch?v=41Clrh6nv1s My Playlists Data Science Beginners:    • Data Science Beginners   Project From Scratch: https://www.youtube.com/watch?v=MpF9HENQjDo Kaggle Projects:    • Kaggle Projects