어린이를 위한 프로젝트 기반 파이썬 코딩(레벨 3)
이 온라인 라이브 과정에서 학생들은 소프트웨어 엔지니어링, 데이터 과학, 머신 러닝 및 AI에 가장 인기 있는 프로그래밍 언어를 배울 것입니다. 이 프로그램은 최소 15시간의 Python 경험이 있는 int/adv 학생을 위한 것입니다.
AI Code Academy
평균 평점:
4.7
수강 후기 수:(1,737)
인기 수업
무엇이 포함되어 있나요?
10개의 라이브 미팅
수업 10 시간Projects
주당 2-4시간. Projects are not mandatory but we strongly encourage students to complete them.Assessment
포함됨Certificate of Completion
1 after class completion보고계신 지문은 자동 번역 되었습니다
수업 소개
In this advanced 10-day Python programming course, students develop skills necessary for working with APIs, data analysis, and file systems through fun and challenging project-based lessons. The tkinter library is taught to allow students to create more complex projects with graphical elements. Students are introduced to the concepts of recursion, encryption, data persistence, and web development. Students will also review pygame to expand their comfort zone. Projects completed in this course reinforce object-oriented design principles and demonstrate useful applications for students’ newly acquired Python skills. All students will be asked to apply what they’ve learned to create a final project of their own design which will be presented on the last day of class. There will be some reinforcement quizzes for students to complete after lessons, along with review games that will be played in the final class meetings to ensure students remember material and are prepared to take the next steps in their programming adventures. Upon completion of this course, students are prepared to take Machine Learning in Python with Big Data. For a week to week program, check out the syllabus.
학습 목표
Students explore APIs, data analysis, file systems, tkinter for graphical projects, recursion, encryption, data persistence, web development, and pygame.Project-based learning reinforces object-oriented design, culminating in a final project presentation and preparing students for further programming challenges, including Machine Learning with Big Data.
강의 계획서
10 레슨
10 주 이상레슨1:
GUI with Tkinter
Students learn to utilize Tkinter to produce more professional and advanced UIs for future projects. Students will begin making a text editor with Tkinter. Students will learn about file IO in Python.
Notes
Use the tkinter library to create GUI applications with widgets
Create a basic text editor program
Read and write text files in python 60 분 온라인 라이브 레슨
레슨2:
Tic-Tic-Toe
Make the game of Tic-Tac-Toe in Tkinter
Notes
Create tk buttons and assign button commands
Store and access data from a two dimensional grid represented as nested python lists
Use functions and flow controls to handle a turn based-game
Apply lambda functions
Understand how to use the destroy() function of tkinter
Check win states using compound conditional statements 60 분 온라인 라이브 레슨
레슨3:
Cipher App
Students learn about cryptography and use Tkinter to make a simple cipher solver app
Notes
Encrypt and decrypt messages with simple alphabetic ciphers
○ Understand the modulo operator
○ Design a Python class to save the state of widgets in a tkinter application
○ Save data about a Python object as a .json file
○ Read data from a .json file into a Python object to load the saved state of an application 60 분 온라인 라이브 레슨
레슨4:
Recursion Project
Students learn to write a python script that organizes all files in a directory into labeled folders, and use recursion to further organize files within folders and subfolders.
Skills learned:
○ Make directories and move files using the os module
○ Use the os module to check if items are files or directories
○ Sort files based on their file type extension
○ Apply recursion to solve problems
○ Understand the termination condition of a recursive program 60 분 온라인 라이브 레슨
그 외 세부 사항
사전 요구 사항
15 hours of Python coding experience or having taken our level 1 and level 2 courses on Outschool.
Outschool 외 필요 앱/웹사이트
아웃스쿨 사이트의 기능 외 별도의 앱이나 웹 사이트를 사용할 필요가 없습니다.
가입일: April, 2020
4.7
1737수강 후기
인기 수업
교사 전문성 및 자격증
Project-based, STEM Coding + AI Programs + Mathematics
Early registration, Sibling and Multi-Course Bundle discounts Available!
The list of our summer camps can be found in this file: https://shorturl.at/bcBGP
AI Code Academy offers the following project-based learning programs:
(1) Basic Computer Skills (Grades 1-8)
(2) Scratch Coding Projects（Grades 2–5） two levels
(3) Micro.bit Coding Projects（Grades 3–4）
(4) AI Machine Learning Projects with Scratch（Grades 4–6）
(5) Roblox（Grades 3–8）Two levels
(6) Project-Based Python for Kids (Grades 4–12）
(7) Game Design with Unity 2D & 3D（Grades 4–12） two levels
(8) Project-Based JavaScript for Kids（Grades 4–12） two levels
(9) Web Design for Kids: HTML & CSS & WordPress （Grades 4–12）
(10) Int./Advanced Python Projects for Kids（Grades 5–12）(two levels)
(11) AI Machine Learning in Python with Raspberry Pi & Sensors（Grades 6–12）three levels
(12) AI Machine Learning in Python with Big Data（Grades 6–12）
(13) Machine Learning in Python with Raspberry Pi & Smart Devices (Grades 6–12
(14) Project-Based Java（Grades 6–12）
(15) Project-Based C++（Grades 6–12）
(16) AP Computer Science A (grades 9-12)
All of our coaches are college students and/or recent graduates majored in Engineering or Computer Science.
We aim to create effective support for young people to have a successful pathway into careers in science, computer science, engineering, math and artificial intelligence, to challenge gifted minds to learn while doing, and to better prepare our young generation to face an increasingly challenging and complex society in the world of artificial intelligence (AI), big data and Internet of Things (IoT)
We are among the very few organizations who are able to offer AI Machine Learning projects for kids.리뷰
라이브 그룹 코스
10 회 수업에
US$249
10주 동안 주당 1회
60분
108 명의 학생이 수업을 완료함
실시간 화상 수업
연령: 11-16
수업당 학습자 4-8 명
