Introductory AI and ML course

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Introductory AI and ML course

SAT Score Range

•

9 sessions

•

+12

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 🇺🇸

Certified in 1 topic

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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

Upcoming

All

✋ 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

Public Discussion

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Oct 20 - Jan 19

14 weeks

90 mins

/ session

Next session on January 19, 2025

SCHEDULE

Sundays

9:00PM