SL
RA
Rohan A
Series Details
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.
We will have sessions starting May 10th. 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!
✋ ATTENDANCE POLICY
There is no strict attendance policy, but please inform me if you can't make a session. Thanks!
Dates
May 11 - May 27
Learners
32 / 50
Total Sessions
13
About the Tutor
SL
RA
Hello, my name is Rohan A. I am from the United States, and I am currently a high schooler. My goal on Schoolhouse is to help other students like me learn and be prepared for anything. I am currently certified at Pre-Algebra and have experience with Algebra 1 Honors (took and completed it in middle school). I can also help with the basics of Python as I have taken CS50p. Happy learning everyone!
View Rohan A's Profile
Upcoming Sessions
6
20
May
AI
Session 8
Artificial Intelligence
Lesson 7 - Machine Learning Concepts (4)
Regression Models:
Predict numerical data
- Specific number
Specific Algorithms:
- Linear Regression
- Neural Networks
- Polynomial Regression
- etc.
22
May
AI
Session 9
Artificial Intelligence
Lesson 8 - Machine Learning Concepts (5)
Problems with Training Models:
- Underfitting
- Overfitting
- Lack of Data
- Skewed Data
24
May
AI
Session 10
Artificial Intelligence
Lesson 9 - Machine Learning Concepts (6)
Measuring Classification Models
- Accuracy
- Confusion Matrices
- ROC Curves
- RMSE
+ How to generate these using Python!
25
May
P
Session 11
Python
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.
26
May
AI
Session 12
Artificial Intelligence
Lesson 11 - Integration of Python Modules with Machine Learning
- keras (ks)
- tensorflow (tf)
- numpy (np)
- pandas (pd)
- Live Demo!
Lesson 12 - Review!
27
May
OH
Session 13
Office Hours
Review!