Using AI in Today's Society (Machine Learning Applications, Beginners Course!)
SAT Score Range
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2 sessions
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AV
About
This course is for anyone! Please don’t be intimidated and join the classes. They are very interesting and exciting, and it is a great way for you to expand your portfolio. We will work on projects in the near future.
I want to teach people the basic of machine learning and help them understand the power that AI can hold. I feel that AI can have a negative view, especially due to its nature in school academics and the unpredictability of AI, but when understood in the context of its abilities and impact on society, it can be very powerful. I would like younger students to be able to learn about AI quicker so they can see the societal impact AI can create. AI is a tool that can be integrated into all of our interests, so instead of viewing it as one standalone concept, it should be integrated across all interests and passions.
Each week, we will discuss the applications of ML and look at projects that follow the set curriculum in place. I plan to make ML learned not only through a coding point of view, but also through its applications. At the end of the course, I will direct students to resources they can use to make their own applications. By the end of this course, students will be able to create an image classifier that can recognize digits 0 - 9.
Tutored by
Hello! I am passionate about educating others and am in the pursuit of helping others in their journey. I am a junior in high school, I love science and have taken AP Courses such as AP Chemistry, AP Biology, and AP Physics C, and I am a very passionate Android Developer that is certified by Google. I can't wait to help out and tutor in this great cause to genuinely make a positive impact in the community.
✋ ATTENDANCE POLICY
The requirement is that all classes are attended. Please inform from before if you cannot make it!
SESSION 1
14
Sep
SESSION 1
Other Topics
Other Topics
Sun 11:00 PM - Mon, 12:00 AM UTCSep 14, 11:00 PM - Sep 15, 12:00 AM UTC
Module 1: Introduction to AI and Machine Learning (Week 1) - Slides: 1. Title Slide: Introduction to AI 2.
What is AI? Definitions and examples 3. Types of AI: Narrow, General, and Superintelligent 4. Everyday AI:
Voice assistants, search engines, and recommendations 5. Simple ML concept: Predictions based on data 6.
Fun Example: Predicting movie preferences using a sample dataset
~these may be subject to change
SESSION 2
21
Sep
SESSION 2
Other Topics
Other Topics
Sun 11:00 PM - Mon, 12:00 AM UTCSep 21, 11:00 PM - Sep 22, 12:00 AM UTC
Module 2: AI in Society (Week 2) - Slides: 1. AI in Healthcare: Diagnosis, prediction 2. AI in Finance: Fraud
detection, trading 3. AI in Transportation: Self-driving cars, route optimization 4. Case Study: AI predicting
traffic patterns
~these topics may change depending on the course