How to Learn Math for Data Science (and stay sane!)
🌟 Master Python and Build Awesome AI Projects 👉 https://python-course-earlybird.framer.website/?&utm_source=mathds 🔥 Receive top data science/ AI insights in your inbox 👉 https://thu-vu.ck.page/49c5ee08f6 ----------------- 🤖 Coursera's courses mentioned: 🔗 Mathematics for Machine Learning Specialization: https://imp.i384100.net/BX91NB 🔗 Data Science Math Skills: https://imp.i384100.net/oevBxo 🔗 Deep Learning Specialization: https://imp.i384100.net/zavBA0 👉 Comprehensive math book for DS: 📚 Mathematics for Machine Learning: https://mml-book.github.io/book/mml-book.pdf 👉 Statistics books with R: 📚 Modern Statistics with R: http://www.modernstatisticswithr.com/ 📚 Introduction to Statistical Learning: https://www.statlearning.com/ 📚 Introduction to Statistical Thinking: https://open.umn.edu/opentextbooks/textbooks/1044 👩🏻💻 COURSES & RESOURCES ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ 📖 Google Advanced Data Analytics Certificate 👉 https://imp.i384100.net/anK9zZ 📖 Google Data Analytics Certificate 👉 https://imp.i384100.net/15v9y6 📖 Learn SQL Basics for Data Science Specialization 👉 https://imp.i384100.net/AovPnJ 📖 Excel Skills for Business 👉 https://coursera.pxf.io/doPaoy 📖 Machine Learning Specialization 👉 https://imp.i384100.net/RyjykN 📖 Data Visualization with Tableau Specialization 👉https://imp.i384100.net/n15XWR 📖 Deep Learning Specialization 👉 https://imp.i384100.net/zavBA0 📖 Mathematics for Machine Learning and Data Science Specialization 👉 https://imp.i384100.net/LXK0gj 📖 Applied Data Science with Python 👉 https://imp.i384100.net/gbxOqv 🙋🏻♀️ LET'S CONNECT! ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ 🤓 Join my Discord server: https://discord.gg/SK7ZC5XhcS 📩 Newsletter: https://thu-vu.ck.page/profile ✍ Medium: https://medium.com/@vuthihienthu.ueb 🔑 TIMESTAMPS ================================ 0:00 - Intro 0:37 - The math you need to know for DS 1:12 - !!You don’t need to know everything!! 2:23 - Linear algebra essentials 3:10 - Calculus essentials 4:04 - Statistics & probability essentials 5:07 - Discrete math 6:08 - Tips for learning math 12:30 - Bonus tip 13:24 - Outro ================================ As a member of the Amazon and Coursera Affiliate Programs, I earn a commission from qualifying purchases on some of the links above. It costs you nothing but helps me with content creation. #Math #DataScience #Datanerd #DataAnalysis #CoffeeData #ThuVu #dataanalytics
