Introductory AI and ML course

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Introductory AI and ML course

SAT Score Range

•

23 sessions

•

+18

This series ended on July 13, 2025. All 1:1 and group chats related to this series are disabled 7 days after the last session.

About

In this course, you will learn the basics of AI and ML such as how it works and the theory behind it. You will also make, train, and test some models. I plan to teach this course till around April - May 2025. I plan to add more sessions once I get more responses and  to the Google form so I know what to teach: https://docs.google.com/forms/d/19QiwogqM-ripe3A1AQdO6sZgQbd-HvXgp9UtB0T1TiA/edit?edit_requested=true ﻿

Tutored by

Arnav K 🇺🇸

Moderator

Certified in 3 topics

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I am a high schooler from California. I am here to learn calculus and chemistry and tutor computer science and pre-calculus.

Schedule

✋ ATTENDANCE POLICY

It is fine if you cannot attend or miss a class. I plan to share the recordings of the lectures and the slides I will be using. It is advised to review older topics and ask questions if you don't fully understand them. Lessons will be around 1 - 1.5 hours long.

SESSION 1

20

Oct

SESSION 1

Artificial Intelligence

Sun 8:00 PM - 9:30 PM UTCOct 20, 8:00 PM - 9:30 PM UTC

What is AI? What are the differences between AI, ML, and Deep Learning?
﻿
NOTE: Topic is not final. Fill out the Google form so that I can teach you what you don't already know: https://docs.google.com/forms/d/e/1FAIpQLSddQg2ViNiDnNzf_bC6PY8lnAlM3AqVtg7X_LiEWohuBJnY6g/viewform?usp=sf_link﻿

SESSION 2

27

Oct

SESSION 2

Python

Sun 8:00 PM - 9:30 PM UTCOct 27, 8:00 PM - 9:30 PM UTC

Crash Course on Python Fundamentals and tools necessary to code your own models﻿
﻿

SESSION 3

3

Nov

SESSION 3

Artificial Intelligence

Sun 9:00 PM - 10:30 PM UTCNov 3, 9:00 PM - 10:30 PM UTC

Linear Regression

SESSION 4

10

Nov

SESSION 4

Artificial Intelligence

Sun 9:00 PM - 10:30 PM UTCNov 10, 9:00 PM - 10:30 PM UTC

Finishing linear regression and Making your first model!!!
In this session, you will finally make your first ml model using linear regression.

SESSION 5

17

Nov

SESSION 5

Artificial Intelligence

Sun 9:00 PM - 10:30 PM UTCNov 17, 9:00 PM - 10:30 PM UTC

Coding in Google Colab notebooks continued
Using objects, doing exploratory data analysis, and data visualisations with Matplotlib

SESSION 6

24

Nov

SESSION 6

Artificial Intelligence

Sun 9:00 PM - 10:30 PM UTCNov 24, 9:00 PM - 10:30 PM UTC

Using Linear Regression to make your first machine-learning model!

SESSION 7

5

Jan

SESSION 7

Artificial Intelligence

Sun 9:00 PM - 10:30 PM UTCJan 5, 9:00 PM - 10:30 PM UTC

Review Session

SESSION 8

12

Jan

SESSION 8

Artificial Intelligence

Sun 9:00 PM - 10:30 PM UTCJan 12, 9:00 PM - 10:30 PM UTC

Lab 5: Data Visualizations with matplotlib

SESSION 9

19

Jan

SESSION 9

Artificial Intelligence

Sun 9:00 PM - 10:30 PM UTCJan 19, 9:00 PM - 10:30 PM UTC

Coding a Linear Regression Model

SESSION 10

26

Jan

SESSION 10

Artificial Intelligence

Sun 9:00 PM - 10:30 PM UTCJan 26, 9:00 PM - 10:30 PM UTC

Lab 6: Linear Regression Part 1

SESSION 11

2

Feb

SESSION 11

Artificial Intelligence

Sun 9:15 PM - 10:15 PM UTCFeb 2, 9:15 PM - 10:15 PM UTC

Lab 7

SESSION 12

9

Feb

SESSION 12

Artificial Intelligence

Sun 9:15 PM - 10:15 PM UTCFeb 9, 9:15 PM - 10:15 PM UTC

Lab 8

SESSION 13

16

Feb

SESSION 13

Artificial Intelligence

Sun 9:15 PM - 10:15 PM UTCFeb 16, 9:15 PM - 10:15 PM UTC

Lab 9

SESSION 14

23

Feb

SESSION 14

Artificial Intelligence

Sun 9:00 PM - 10:00 PM UTCFeb 23, 9:00 PM - 10:00 PM UTC

Lab 10

SESSION 15

9

Mar

SESSION 15

Artificial Intelligence

Sun 8:00 PM - 9:00 PM UTCMar 9, 8:00 PM - 9:00 PM UTC

Lab 11 - KNN's

SESSION 16

16

Mar

SESSION 16

Artificial Intelligence

Sun 8:00 PM - 9:00 PM UTCMar 16, 8:00 PM - 9:00 PM UTC

lab 12

SESSION 17

23

Mar

SESSION 17

Artificial Intelligence

Sun 8:00 PM - 9:00 PM UTCMar 23, 8:00 PM - 9:00 PM UTC

Lab 12

SESSION 18

8

Jun

SESSION 18

Artificial Intelligence

Sun 8:00 PM - 9:00 PM UTCJun 8, 8:00 PM - 9:00 PM UTC

Lab 15

SESSION 19

15

Jun

SESSION 19

Artificial Intelligence

Sun 8:00 PM - 9:00 PM UTCJun 15, 8:00 PM - 9:00 PM UTC

Lab 16

SESSION 20

22

Jun

SESSION 20

Artificial Intelligence

Sun 8:00 PM - 9:00 PM UTCJun 22, 8:00 PM - 9:00 PM UTC

Lab 16

SESSION 21

29

Jun

SESSION 21

Artificial Intelligence

Sun 8:00 PM - 9:00 PM UTCJun 29, 8:00 PM - 9:00 PM UTC

Lab 6

SESSION 22

6

Jul

SESSION 22

Artificial Intelligence

Sun 8:00 PM - 9:00 PM UTCJul 6, 8:00 PM - 9:00 PM UTC

Continue the lab we were working on

SESSION 23

13

Jul

SESSION 23

Artificial Intelligence

Sun 8:00 PM - 9:00 PM UTCJul 13, 8:00 PM - 9:00 PM UTC

Lab 17

Public Discussion

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Oct 20 - Jul 13

39 weeks

60 - 90 mins

/ session