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Introduction to Machine Learning with Python!

SAT Score Range

13 sessions

+11

About

Hello, my name is Rohan! I have experience with machine learning, and I have conducted multiple research projects on the subject. This course is intended for beginners who want to learn the fundamentals of Python and machine learning.
Sessions and times are flexible, so please message me if you want to change dates/times. Topics we will cover include Python, machine learning concepts, and finally, integrating both! No programming experience is required, and I hope to see you there!

Tutored by

Rohan A 🇺🇸

Senior Tutor

Certified in 40 topics

View Profile

Hello, my name is Rohan! I am from New Jersey, and I am currently a high schooler. My goal on Schoolhouse is to help other students like me learn and be prepared for anything. My passion lies in machine learning (ML), and I have researched many topics of machine learning! (I have two publicly accessible research papers). Additionally, I enjoy software engineering on a broader level, with interests in competitive programming (I am a USACO Silver Competitor) and web development. During my free time, I am an avid videogame player, with multiple Platinum trophies on difficult "souls" games. I have also played piano for 6 years and arrange my favorite video game tracks on piano (like "Escaping a Foul Prescence" from Ori 2, "Abyss Watchers" from Dark Souls 3, and "Final Battle" from Elden Ring as great examples)! Going outside the house, I play goalkeeper for my high school soccer team and I am a varsity swimmer. In addition to computer science, I also love mathematics, so if you have any questions about any High School Mathematics, Machine Learning, Python, or Java, feel free to ask me and I will try to get back to you with answers! Happy learning everyone! - Rohan

Schedule

✋ ATTENDANCE POLICY

There is no strict attendance policy, but please inform me if you can't make a session. Thanks!

SESSION 7

1

Jun

SESSION 7

Office Hours

Office Hours

Sun 12:00 AM - 1:00 AM UTCJun 1, 12:00 AM - 1:00 AM UTC

Midpoint Review
SESSION 8

2

Jun

SESSION 8

Artificial Intelligence

Artificial Intelligence

Mon 12:00 AM - 1:00 AM UTCJun 2, 12:00 AM - 1:00 AM UTC

Lesson 7 - Machine Learning Concepts (4)

Regression Models:

Predict numerical data
- Specific number
Specific Algorithms:
- Linear Regression
- Neural Networks
- Polynomial Regression
- etc.
SESSION 9

3

Jun

SESSION 9

Artificial Intelligence

Artificial Intelligence

Tue 12:00 AM - 1:00 AM UTCJun 3, 12:00 AM - 1:00 AM UTC

Lesson 8 - Machine Learning Concepts (5)

Problems with Training Models:

- Underfitting
- Overfitting
- Lack of Data
- Skewed Data

SESSION 10

7

Jun

SESSION 10

Office Hours

Office Hours

Sat 12:00 AM - 1:00 AM UTCJun 7, 12:00 AM - 1:00 AM UTC

Review!
SESSION 11

8

Jun

SESSION 11

Artificial Intelligence

Artificial Intelligence

Sun 12:00 AM - 1:00 AM UTCJun 8, 12:00 AM - 1:00 AM UTC

Lesson 9 - Machine Learning Concepts (6)

Measuring Classification Models

- Accuracy
- Confusion Matrices
- ROC Curves
- RMSE

+ How to generate these using Python!
SESSION 12

9

Jun

SESSION 12

Artificial Intelligence

Artificial Intelligence

Mon 12:00 AM - 1:00 AM UTCJun 9, 12:00 AM - 1:00 AM UTC

Lesson 10 - Teachable Machine for Image Classification

Put what you have learned so far into practice with Teachable Machine! It's a simple interface for training image classification models.

SESSION 13

10

Jun

SESSION 13

Artificial Intelligence

Artificial Intelligence

Tue 12:00 AM - 1:00 AM UTCJun 10, 12:00 AM - 1:00 AM UTC

Lesson 11 - Integration of Python Modules with Machine Learning

- keras (ks)
- tensorflow (tf)
- numpy (np)
- pandas (pd)
- Live Demo!

Public Discussion

Please log in to see discussion on this series.

May 22 - Jun 10

3 weeks

60 mins

/ session

Next session on June 1, 2025

SCHEDULE

Saturdays

12:00AM

Sundays

12:00AM

Mondays

12:00AM

Tuesdays

12:00AM