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關於 Python 程式設計 4 級的全部內容 |中級 Python 程式設計課程

新班級
年齡 12-17
現場團體課程
這個為期 10 週的高級 Python 程式設計課程超越了基本的 Python 編碼,透過遊戲開發、演算法視覺化和機器學習等有趣的專案教授專業軟體開發概念。
平均評分:
4.9
評論數量:
(830 評論)
明星教育家
熱門課程

即時視訊會議
每週1次,共 10 週
6-12 名學習者(每班)
60 分鐘

包含什麼

10 現場會議
10 上課時間
作業
每週 1-2 小時. 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.
項目
7或以上 整堂課
評估
1-2 整堂課
完成證書
1堂 課程結束後
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課堂經歷

英語程度 - B2+
美國 7 - 10 年級
Intermediate - Advanced 等級
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.

學習目標

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.

教學大綱

10 課程
超過 10 週
課 1:
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 分鐘線上直播課
課 2:
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 分鐘線上直播課
課 3:
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 分鐘線上直播課
課 4:
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 分鐘線上直播課

其他詳情

父母的引導和規範
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.
先決條件
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.
供應清單
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.
外部資源

認識老師

已加入 April, 2020
4.9
830評論
明星教育家
熱門課程
教師檔案
教師專業知識和證書
學士學位 由 Mount St. Mary's University
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. 
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