Python 레벨 4에 대한 모든 것 | 중급자를 위한 Python 수업
기본 코딩을 넘어서 게임 개발, 알고리즘 시각화, 머신 러닝과 같은 매력적인 프로젝트를 통해 전문적인 소프트웨어 개발 개념을 가르치는 10주간의 고급 Python 프로그래밍 과정입니다.
David Sofield
평균 평점:
4.9
수강 후기 수:(816)
인기 수업
인기 선생님
무엇이 포함되어 있나요?
10개의 라이브 미팅
수업 10 시간과제
주당 1-2시간. Students will work on more challenging practice questions that require them to apply everything they learned in Level I & II. These challenges should be expected to take 1- 2 hours per week.프로젝트
수업 중 7회 이상학습 평가
수업 중 1-2회수료증
수업 종료 후 1회보고계신 지문은 자동 번역 되었습니다
수업 소개
영어레벨 - B2+
미국 7학년 - 10학년 학년
레벨 Intermediate - Advanced
Transform your learners coding interest into real programming expertise with All About Python Advanced Python Programming course. This comprehensive 10-week program goes beyond basic coding to teach professional software development concepts used in industry today. Students will progress from understanding fundamental programming principles to creating their own applications, games, and even basic artificial intelligence systems. Through hands-on projects and interactive learning, students will gain experience with the same tools and techniques used by professional developers at leading tech companies. The curriculum combines computer science theory with practical application, carefully designed to challenge and engage teenage minds. Students will learn multiple programming approaches, explore algorithm design, create user interfaces, and even dive into machine learning – all while building projects they can proudly share with family and friends. The course emphasizes problem-solving skills and creative thinking, ensuring students not only learn to code but also develop the analytical abilities crucial for future academic and career success in any STEM field. Projects Portfolio Students will complete a series of engaging projects, each building upon previous knowledge: Multi-paradigm Calculator Interactive calculator with advanced features Professional error handling Multiple programming approaches Text Adventure Game Character and inventory systems Game state management Interactive storytelling elements Algorithm Visualizer Visual representation of sorting algorithms Performance comparison tools Interactive controls Pathfinding Game Maze generation and solving Visual path-finding algorithms Performance optimization Weather Prediction System Real-time data processing Basic machine learning implementation Interactive data visualization Custom GUI Application Professional user interface design Event handling Data presentation Final Project (Student's Choice) Game Development Data Science Application Algorithm Visualization Tool Or student-proposed project Interactive Groups Build the Foundation of Code Skills Every learner is strongly encouraged to post questions, sample code, and their projects every step of the way. This gives students the chance to learn from each other and start practicing reading code. The instructor will also be providing feedback and guidance regularly throughout the course.
학습 목표
Through hands-on projects including algorithm visualization, game development, and basic machine learning applications, students will develop practical software engineering skills such as project planning, code organization, debugging, and testing.Students will gain confidence by completing a portfolio of projects that demonstrate their ability to solve problems programmatically, culminating in a final project that showcases their ability to design, implement, and present a software solution.
강의 계획서
10 레슨
10 주 이상레슨1:
Programming Paradigms Introduction
Students will explore different approaches to writing code, learning how to choose the right tool for each programming challenge. This foundational week introduces students to various ways of organizing code, setting them up for success in more advanced topics. Through building a multi-functional calculator, students will gain hands-on experience with different programming styles while learning the importance of writing clear, maintainable code. 60 분 온라인 라이브 레슨
레슨2:
Object-Oriented Programming Deep Dive
This week focuses on object-oriented programming (OOP), a powerful way to organize code that's used in many real-world applications, including video games and mobile apps. Students will learn how to create and structure their code like professional developers by building a text-based adventure game. This project-based approach helps students understand complex programming concepts while creating something fun and engaging. 60 분 온라인 라이브 레슨
레슨3:
Functional Programming Foundations
Students will learn functional programming, a modern approach used by companies like Amazon and Facebook to process large amounts of data reliably. By creating data processing systems, students will understand how to write code that's easier to test and debug. This week's skills are particularly valuable for future data science and software engineering careers. 60 분 온라인 라이브 레슨
레슨4:
Algorithms in Python
Students dive into the world of algorithms, learning how computers make decisions and solve problems efficiently. Using interactive visualizations, they'll explore different ways to sort and search through data, gaining skills crucial for computer science studies and coding interviews. This hands-on approach helps students understand complex concepts by seeing them in action. 60 분 온라인 라이브 레슨
그 외 세부 사항
학부모 가이드
Learners will use the PyCharm Community Edition for this class, which is a free download. PyCharm is available for Windows, Mac, and Linux computers. Students will use the main Python Website (Python.org) as references throughout the class. The NASA API will be utilized for our API project using real science data. Python libraries such as NumPy, Pandas, Matplotlib, and Scikit-learn will be utilized in the latter part of the course for data science and machine learning projects.
사전 요구 사항
Learners should have a strong grasp of coding fundamentals.
This includes conditional statements, functions, loops, and arrays/lists. Learners should have completed comprehensive multi-week beginner level coding class.
수업 자료
Students will continue learning more about Python and start exploring a wide variety of projects. Students will also explore more uses for Python, including working with data, interactive graphical user interfaces, and data science.
Outschool 외 필요 앱/웹사이트
이 수업에서는 아웃스쿨 교실 외에도 다음의 툴을 사용합니다:
가입일: April, 2020
4.9
816수강 후기
인기 수업
인기 선생님
교사 전문성 및 자격증
학사 학위 Mount St. Mary's University 부터
Over 5,000 students from nearly 100 countries across a variety of platforms have started coding in one of my classes. I offer classes covering the foundations of Python and AI. I am the author of the soon-to-be released book All About Python for Kids. Before teaching, I worked as a software developer for nearly 10 years. I've worked for organizations including Apple, Dell, and Best Buy. I believe the best way to learn is by doing and all my classes are based around hands-on projects that progressively build in difficulty. I'm a graduate of Mount St. Mary's University in Emmitsburg, Maryland. I can't wait to meet your learner in the class and get started soon. 리뷰
실시간 그룹 수업
매주
US$33
10주 동안 주당 1회
60분
실시간 화상 수업
연령: 11-16
수업당 학습자 6-12 명
