Intro to Machine Learning (Let the machine work for us)
SAT Score Range
•
7 sessions
•
LM
EL
MB
+11
This series ended on September 18, 2021. All 1:1 and group chats related to this series are disabled 7 days after the last session.
About
We'll go through each topic of machine learning, from python packages to linear regression. We will also try to do some advanced level machine learning techniques if possible.
I will give some homework problems, and I hope everyone will go with them.
Requirements: Base knowledge of Python and Precalculus
Schedule
✋ ATTENDANCE POLICY
The attendance policy is flexible, but you may not understand the next topic if you miss the previous one.
SESSION 1
7
Sep
SESSION 1
Orientation
Orientation
Tue 2:00 AM - 2:40 AM UTCSep 7, 2:00 AM - 2:40 AM UTC
This is our orientation session, where we will draw our course plan, and we meet everyone. We will have a total of 10-12 sessions.
SESSION 2
9
Sep
SESSION 2
Computer Science
Computer Science
Thu 2:00 AM - 2:40 AM UTCSep 9, 2:00 AM - 2:40 AM UTC
Class: 01
We will go with the NumPy python packages, and some basic math structures need for our machine learning course.
SESSION 3
11
Sep
SESSION 3
Computer Science
Computer Science
Sat 2:00 AM - 3:00 AM UTCSep 11, 2:00 AM - 3:00 AM UTC
Class: 02
We will go with the NumPy python packages part 02, and some basic math structures need for our machine learning course and we will solve some problems.
SESSION 4
11
Sep
SESSION 4
Computer Science
Computer Science
Sat 5:30 PM - 6:10 PM UTCSep 11, 5:30 PM - 6:10 PM UTC
Class: 03
We will go with the pandas Python package and the basics of this package needed for our machine learning.
SESSION 5
13
Sep
SESSION 5
Computer Science
Computer Science
Mon 5:30 PM - 6:20 PM UTCSep 13, 5:30 PM - 6:20 PM UTC
Class: 04
We will go with the Numpy stack, statistical and mathematical functions.
SESSION 6
15
Sep
SESSION 6
Computer Science
Computer Science
Wed 5:30 PM - 6:20 PM UTCSep 15, 5:30 PM - 6:20 PM UTC
Class: 04.2
We will go with the Numpy stack, statistical and mathematical functions. (Replay)
SESSION 7
18
Sep
SESSION 7
Computer Science
Computer Science
Sat 1:30 AM - 2:20 AM UTCSep 18, 1:30 AM - 2:20 AM UTC
We will be introducing the pythons' pandas package and its functions.