여름 캠프: 빅데이터를 활용한 파이썬 머신러닝(레벨 4)
이 10개 수업으로 구성된 온라인 라이브 과정에서 학생들은 이미지 인식과 꽃 분류, 주가 예측, NBA 드래프트 예측과 같은 숫자 예측을 사용하여 Python으로 AI 머신 러닝 프로젝트를 훈련하는 방법을 배웁니다.
AI Code Academy
평균 평점:
4.7
수강 후기 수:(1,764)
인기 수업
무엇이 포함되어 있나요?
10개의 라이브 미팅
수업 12 시간 30 분 시간프로젝트
주당 2-4시간. Projects are not mandatory but we strongly encourage students to complete them.학습 평가
포함됨보고계신 지문은 자동 번역 되었습니다
수업 소개
This course is designed to provide students with a comprehensive introduction to machine learning concepts and practical applications. It begins with foundational lessons on setting up tools like AICode101, followed by projects that progressively build skills in image recognition, weather prediction, and stock market analysis. Students will learn to manipulate data, generate models, and analyze results using platforms like AICode101 and Google Colaboratory. The course culminates in a review session using Kahoot and final project presentations, allowing students to demonstrate their understanding and application of machine learning principles to various real-world scenarios. For a week to week program, check out the syllabus.
학습 목표
This course introduces students to machine learning fundamentals through practical projects using AICode101 and Google ColaboratoryThey will develop skills in image recognition, weather prediction, stock market analysis, and culminate with a final project presentation showcasing their application of machine learning concepts.
강의 계획서
10 레슨
2 주 이상레슨1:
Overview
Designed to provide students with a very basic understanding of machine learning concepts that they will be able to apply in the course. They will also be shown the tools they will be using throughout the course.
Task: Set up AICode101 Accounts
Students will be tasked with creating AICode101 accounts and walking through the website to learn how it will be used in the course. 75 분 온라인 라이브 레슨
레슨2:
Image Recognition Project with AICode101
Designed to provide students with an introduction to image recognition in machine learning. Students will be able to apply concepts in machine learning to generate their own program to recognize categorized images.
Task: Image Recognition Project
Students will be tasked with creating an AICode101 image recognition project. Through this, they will learn key fundamentals of image recognition in machine learning. 75 분 온라인 라이브 레슨
레슨3:
Rain in Australia’ Number Project with AICode101
Designed to provide students with an introduction to classification with data in machine learning. Students will be able to apply concepts in machine learning to generate their own program to predict weather.
Task: Number Project
Students will be tasked with creating an AICode101 number project. Through this, they will learn key fundamentals of classification in machine learning. 75 분 온라인 라이브 레슨
레슨4:
The Stock Market Fundamentals
Designed to provide students with an introduction to the stock market in preparation for the next lesson. Students will learn about what the stock market is and how it can be incorporated into machine learning.
Task: Stock Market Search
Students will be tasked with navigating financial sites to view different stocks and the associated data that defines a stock and its performance. 75 분 온라인 라이브 레슨
그 외 세부 사항
Outschool 외 필요 앱/웹사이트
아웃스쿨 사이트의 기능 외 별도의 앱이나 웹 사이트를 사용할 필요가 없습니다.
가입일: April, 2020
4.7
1764수강 후기
인기 수업
교사 전문성 및 자격증
**USE PROMO CODE: CODEAINEWYEAR2025 FOR $25 OFF ANY 10 WEEK COURSE - Valid until Feb 15**
~We offer early registration, sibling discounts, and multi-course bundles. ~
~Check out our complete Outschool offering here: https://shorturl.at/bcBGP ~
~Get to know our coaches here: https://tinyurl.com/5j5crx59 ~
At AI Code Academy, we specialize in project-based STEM coding, AI, and mathematics programs for young learners. We are one of the few organizations that offer AI and machine learning courses tailored for kids. Our comprehensive curriculum spans from basic computer skills and Scratch coding to more advanced Python, Java, web design, game development, and AI machine learning projects.
Our unique focus is on introducing students to AI early, helping them grasp complex concepts like machine learning, data analysis, and smart devices, while also reinforcing mathematics skills, essential for their success in STEM fields.
With a team of passionate instructors—college students and recent graduates with degrees in Engineering and Computer Science—we provide hands-on, real-world projects that prepare students for future careers in AI, coding, robotics, and mathematics.
Get to know our coaches here: https://tinyurl.com/5j5crx59리뷰
실시간 그룹 수업
10 회 수업에
US$279
2주 동안 주당 5회
75분
5 명의 학생이 수업을 완료함
실시간 화상 수업
연령: 13-18
수업당 학습자 4-10 명
