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Sukriti Macker

Oct 23, 2021 • 5 tweets • 2 min read • Read on X

Maths for Machine Learning!! ➕ ➖ ✖️ ➗
There are a lot of topics to cover. Let's look at each one!

Linear Algebra Concepts for Machine Learning! 🧵 👇

➡️ Linear Algebra for Machine Learning by KhanAcademy

🔗 khanacademy.org/math/linear-al…

➡️ Linear Algebra for Machine Learning by Imperial College London

🔗 coursera.org/learn/linear-a…

➡️ Linear Algebra for Machine Learning by University of Texas, Austin

🔗 edx.org/course/linear-…

➡️ Linear Algebra for Machine Learning by MIT

ocw.mit.edu/courses/mathem…

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More from @Sukriti_Macker

Sukriti Macker

@Sukriti_Macker

Apr 4, 2022

Machine Learning Roadmap for BEGINNERS with resources!! 🤖🧵

1. Study mathematical concepts:-
a) Linear Algebra
b) Calculus
c) Probability
d) Statistics

2. Pick your programming language (preferably Python)

3. Start of with the basic Machine Learning Algos

4. Projects

5. Practice, practice, practice

Resources 👇🧵

A) Linear Algebra
🔗 khanacademy.org/math/linear-al…

B) Calculus
🔗 youtube.com/playlist?list=…

C) Probability
🔗 edx.org/course/probabi…

D) Statistics
🔗 Notes: mathsbox.org.uk/twi/astats.pdf

🔗 Lec:

Read 5 tweets

Sukriti Macker

@Sukriti_Macker

Jan 31, 2022

Let's talk about R, shall we? 👩‍💻

8 Top Courses (FREE & Certification) for R Programming!! 👇 🧵

@freeCodeCamp

➡️ R Programming by @freeCodeCamp
Free 2 Hours course to get you started!

🔗

@simplilearn

➡️ R Programming by @simplilearn
Free 7 Hours course. Great for Beginners!

🔗

Read 10 tweets

Sukriti Macker

@Sukriti_Macker

Jan 24, 2022

Statistics plays a crucial role in Data Science!! 📊

Do you should know how to understand & interpret your data?? 🤔

Top FREE Courses for Statistics you must check out 👇🧵

➡️ FreeCodeCamp on YouTube

🔗

➡️ KhanAcademy
This learning platform is the best! I just love it.

👉 High School Level Stats (for foundation)
🔗 khanacademy.org/math/probabili…

Read 7 tweets

Sukriti Macker

@Sukriti_Macker

Jan 11, 2022

Being in the industry of data science and machine learning, I cannot stress the importance of knowing Microsoft Excel. 🤯

Top 4 Free MS Excel Resources 👇 🧵