Python编程课程体系

从入门到精通 · 系统化学习 · 项目实战驱动

Python入门课程

零基础编程入门，系统掌握Python基础语法和编程思维，为后续学习打下坚实基础。我们的Python编程培训服务覆盖多伦多、温哥华、渥太华、蒙特利尔等加拿大主要城市，以及尔湾、圣何塞、旧金山、洛杉矶、西雅图、纽约、波士顿、芝加哥等美国主要城市。

适合学员

  • G6-G12 对编程零基础或基础薄弱的学生
  • 希望掌握编程思维和逻辑的学生
  • 未来计划学习计算机科学、数据科学或AI的学生
  • 想要通过编程提升逻辑思维和问题解决能力的学生

课程特色

  • 零基础友好，从最基础概念开始，循序渐进
  • 互动式教学，大量动手练习和实时反馈
  • 项目驱动学习，通过实际项目巩固知识点
  • 个性化学习路径，根据学生进度调整教学节奏
  • 24/7在线答疑支持，确保学习无障碍

课程大纲

第一单元：Python基础入门

  • Python环境搭建与IDE使用
  • 变量、数据类型和基本运算
  • 字符串操作和格式化
  • 用户输入和输出
  • 注释和代码规范

第二单元：控制流程

  • 条件语句（if, elif, else）
  • 比较运算符和逻辑运算符
  • 循环语句（for, while）
  • 循环控制（break, continue）
  • 嵌套循环和条件

第三单元：数据结构

  • 列表（List）操作和常用方法
  • 元组（Tuple）和不可变序列
  • 字典（Dictionary）和键值对
  • 集合（Set）和去重操作
  • 数据结构的综合应用

第四单元：函数编程

  • 函数定义和调用
  • 参数传递和返回值
  • 局部变量和全局变量
  • Lambda表达式和匿名函数
  • 函数的高级特性

第五单元：文件操作

  • 文件读写操作
  • 异常处理机制
  • with语句和上下文管理
  • CSV文件处理
  • JSON数据格式

第六单元：项目实战

  • 简单计算器项目
  • 学生成绩管理系统
  • 文件批量处理工具
  • 简单游戏开发（猜数字、石头剪刀布）
  • 项目展示和代码优化

Python进阶课程

深入学习Python高级特性，掌握面向对象编程、模块化开发和高级数据结构，提升编程技能水平。从卡尔加里的能源科技到埃德蒙顿的教育创新，从温尼伯的制造业到哈利法克斯的海洋科技，我们的进阶课程结合各地产业特色。

适合学员

  • 已完成Python入门课程或具备同等基础的学生
  • 希望深入学习Python高级特性的学生
  • 准备参加编程竞赛或技术面试的学生
  • 想要开发复杂应用程序的学生

课程特色

  • 深入讲解Python高级特性和最佳实践
  • 面向对象编程和设计模式
  • 模块化开发和代码重构
  • 性能优化和调试技巧
  • 实际项目开发和团队协作

课程大纲

第一单元：面向对象编程

  • 类和对象的概念
  • 封装、继承和多态
  • 特殊方法（魔术方法）
  • 属性装饰器和描述符
  • 抽象类和接口

第二单元：高级数据结构

  • 生成器和迭代器
  • 装饰器和函数式编程
  • 上下文管理器和with语句
  • 元类和类装饰器
  • 数据类和命名元组

第三单元：模块和包

  • 模块的创建和导入
  • 包的构建和分发
  • 虚拟环境和依赖管理
  • pip和conda包管理
  • 第三方库的使用

第四单元：异常处理和调试

  • 异常处理机制详解
  • 自定义异常类
  • 调试工具和技巧
  • 日志记录和监控
  • 性能分析和优化

第五单元：并发编程

  • 多线程编程
  • 多进程编程
  • 异步编程（asyncio）
  • 线程安全和锁机制
  • 并发编程最佳实践

第六单元：高级项目实战

  • Web爬虫开发
  • API接口开发
  • 数据库应用开发
  • GUI应用程序开发
  • 项目部署和维护

Python项目实战课程

通过真实项目开发，综合运用Python技能，培养项目开发能力和工程实践能力。

适合学员

  • 已完成Python进阶课程或具备同等水平的学生
  • 希望积累实际项目经验的学生
  • 准备申请计算机相关专业的学生
  • 想要建立作品集的学生

课程特色

  • 真实项目开发，从需求分析到部署上线
  • 团队协作和项目管理
  • 代码审查和质量保证
  • 版本控制和CI/CD流程
  • 项目文档和演示技巧

项目方向

Web应用开发

  • Django/Flask框架应用
  • RESTful API设计
  • 数据库设计和ORM
  • 用户认证和权限管理
  • 前端集成和部署

数据科学项目

  • 数据清洗和预处理
  • 数据可视化和分析
  • 机器学习模型开发
  • 深度学习应用
  • 数据管道和自动化

自动化工具开发

  • 系统监控和自动化
  • 文件处理和批量操作
  • 网络爬虫和数据采集
  • API集成和自动化
  • 桌面应用程序

游戏开发

  • Pygame游戏引擎
  • 游戏逻辑和算法
  • 图形界面和动画
  • 音效和多媒体
  • 游戏优化和发布

学习成果

  • 完成2-3个完整的项目作品
  • 掌握项目开发全流程
  • 具备团队协作和沟通能力
  • 建立个人作品集和GitHub仓库
  • 获得项目开发证书和推荐信

Master Python Programming

从零基础到高级开发，掌握世界上最受欢迎的编程语言，开启你的编程之旅

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20 Expert Mentors

Meet Our Expert Team

Learn from industry experts and academic leaders who are passionate about education

15+ Years
Dr. Jiang
Dr. Jiang

Senior Software Engineering Expert

Software EngineeringAdvanced Programming
  • 500 Students

Ph.D. – Tsinghua University

Postdoc – University of Toronto

Former Associate Professor – U of T

Former Senior Software Engineer – BMO

(500)

Expert in software engineering and advanced programming instruction.

12+ Years
Dr. Liang
Dr. Liang

AI & Robotics Specialist

AI & Machine LearningRobotics
  • 420 Students

Ph.D. in Engineering – University of Toronto

(420)

Specialist in AI, robotics, UAV visual control, math and programming.

8+ Years
Joey
Joey

Math & Science Education Expert

MathematicsCompetition Training
  • 380 Students

B.Sc. – Peking University

Master's – University of Toronto

Master's – University of Manchester

(380)

OSSD math & science curriculum expert with 8+ years tutoring experience. National math competition winner.

10+ Years
Xiaofei
Xiaofei

Programming & Math Instructor

Programming FundamentalsMath & Algorithms
  • 450 Students

Ph.D. – Tsinghua University

(450)

Strong in both computer programming and math instruction.

4+ Years
Bennett
Bennett

Master's – University of Toronto

MathematicsPhysics
  • 180 Students

Master's – University of Toronto

Engineering Background

(180)

Focused and experienced STEM educator with four years of frontline teaching experience and a Master's degree in Engineering from the University of Toronto. Specializes in tutoring high school mathematics, physics, chemistry, and biology. Excels at transforming abstract and complex knowledge into easily understandable content through personalized curriculum design and real-world examples. Bennett focuses on building students' problem-solving abilities and confidence in the learning process, consistently helping numerous students significantly improve their grades and achieve academic success.

6+ Years
Parth P.
Parth P.

Computer Scientist specializing in Mathematics, Programming, and Data Structures

Programming BasicsData Structures
  • 150 Students

B.Sc. Computer Science – University of Toronto

Network Architecture Engineer

(150)

Computer scientist with outstanding expertise in mathematics and CS fields, possessing over 6 years of experience teaching mathematics. Combines industry experience as a data scientist, network engineer, and IT support specialist with a passion for education. Known for his very friendly and approachable demeanor, Parth excels at teaching advanced mathematics and introducing computer science to the next generation. He shares his interests in sports, music, and film with students, creating an engaging learning environment.

8+ Years
Rahmi C.
Rahmi C.

Distinguished Academic Tutor

Environmental ChemistryEnglish AP & Writing
  • 220 Students

Master's – Environmental Applied Science & Management, Ryerson University

B.Sc. – Biomedical Science, University of Toronto

Graduate Assistant & Published Author

(220)

Distinguished academic tutor with exceptional cross-disciplinary expertise spanning STEM and English. Nearly two years of university-level teaching experience in Environmental Chemistry, Biomedical Experimental Design, and Data Analysis using tools like MATLAB. As an accomplished debate coach and writing instructor specializing in English AP courses, he guides students through critical reading, rhetorical analysis, and advanced academic writing. Published author on Amazon with groundbreaking research experience as a Graduate Assistant.

7+ Years
Athanasios T.
Athanasios T.

Computer Engineering Expert

Full-Stack DevelopmentSystem Development
  • 250 Students
(250)

Software development elite with deep expertise in game development. Specializes in teaching advanced AP and competition programming. Proficient in Java, C#, Angular, and TypeScript for developing high-performance plugins. Owns independent game servers with works achieving tens of millions of downloads and five-star ratings. Possesses solid mathematics and STEM background with full-stack development experience in major tech companies. Has entrepreneurial experience with game server management and team leadership, demonstrating outstanding technical implementation and deployment capabilities.

10+ Years
Henry P.
Henry P.

Computer Science & Mathematics Expert with Robotics Competition and 3D Printing Experience

MathematicsScience Education
  • 420 Students

Engineering Background

Educational Technology Specialist

Certified STEM Educator

(420)

Educator with solid STEM and computer science academic background, passionate and beloved by students. Proficient in Python and multiple development languages, skilled in hardware practice including PC assembly, circuit prototyping, SMD soldering, and 3D printing. Has completed multiple hardware-software integration projects such as AI voice recognition systems and multi-currency recognition vending machines, possessing full-stack capabilities from development to deployment, emphasizing the transformation of theory into practical applications.

5+ Years
Joseph A.
Joseph A.

Mobile Dev & CS Instructor

Mobile DevelopmentiOS/Android
  • 200 Students

Computer Science Degree

Mobile Development Specialist

Software Engineering Background

(200)

Specializes in mobile application development for iOS and Android platforms. Expert in Swift, Kotlin, React Native, and cross-platform development frameworks.

8+ Years
Adam B.
Adam B.

Engineering & Physics Tutor

PhysicsEngineering
  • 320 Students

B.Eng. – McMaster University

M.Eng. – Ryerson University

OCT Certified Teacher

(320)

Specializes in physics, mathematics, and engineering education with extensive experience in developing educational software and teaching K-12 students.

7+ Years
Rasheen
Rasheen

Finance, Math & Statistics Expert

Financial MathStatistics
  • 290 Students

Finance & Economics Background

Statistics & Data Analysis

(290)

Specializes in financial mathematics, statistics, and data analysis. Expert in helping students understand complex mathematical concepts and their real-world applications.

8+ Years
Hugh W.
Hugh W.

Chemistry, Physics & Math Specialist

High School PhysicsHigh School Chemistry
  • 260 Students

University of Toronto

Chemistry, Physics & Mathematics

Research in Electrochemistry & Battery Technology

(260)

Solid academic foundation in chemistry, physics, and mathematics with extensive K-12 tutoring experience. Specializes in transforming complex scientific principles into understandable concepts. Experienced in new energy technology, battery electrochemistry analysis, material characterization, and data analysis using Python and MATLAB. Combines cutting-edge research with practical teaching to make science more tangible and forward-looking for students.

10+ Years
Sara A.
Sara A.

Senior Mathematics Educator

FunctionsCalculus
  • 340 Students

10 Years Mathematics Education

International High School Teaching Certification

K-12 Curriculum Specialist

(340)

10 years of solid mathematics background and rich teaching experience. Familiar with the Canadian K-12 mathematics curriculum, especially skilled in tutoring grades 9-12 core courses (Functions, Calculus, and Vectors). Has international high school teaching experience, focuses on building a solid mathematics foundation, and excels at creating personalized teaching plans to effectively improve grades and confidence. Teaching ability verified through years of frontline practice, good at communication, able to stimulate student interest and cultivate rigorous logical thinking.

10+ Years
Lichen Z.
Lichen Z.

Senior Game Development Engineer

Software DevelopmentGame Engine Development
  • 310 Students

Master's – University of Waterloo

Software Engineering

Game Development Specialist

(310)

Senior development engineer with over 10 years of game development experience. Unity engine technical expert, proficient in Java, Python, C#, C++, and other core programming languages. Led the development of multiple released games, including the popular Steam game "Spellfarers" and the well-known IP "One Punch Man: World". Full-stack game development capabilities from character control and camera systems to network synchronization. Rich VR/AR development experience and console platform (Nintendo Switch) porting experience. Deep research in machine learning and continuous participation in large-scale online game development.

13+ Years
Fereshteh J.
Fereshteh J.

Senior English Education Expert

English Reading & WritingESL
  • 380 Students

TESL Ontario & TESL Canada Certified

CELTA Certificate

Curriculum Developer – Oxford College

(380)

Holds TESL Ontario, TESL Canada certifications and CELTA certificate with over 13 years of professional English teaching experience. Extensive public and private school English teaching experience, deeply teaching grades 9-12 high school English. Certified ESL and OSSLT course teacher who personally developed the online teaching system for grades 11-12 English and Ontario Secondary School Literacy Test (OSSLT) for Oxford College. IELTS instructor for 7 years, proficient in IELTS exam strategies and teaching methods. Student-centered teaching approach, skilled at stimulating student potential through personalized teaching plans while ensuring students achieve excellent results in critical exams like OSSLT and IELTS.

5+ Years
Tabitha H.
Tabitha H.

Waterloo Mathematics & Actuarial Science Elite Mentor

Advanced MathematicsProgramming & System Design
  • 180 Students

University of Waterloo – Pure Mathematics

Waterloo Mathematics Department Elite Teaching Assistant

Actuarial & FinTech Expertise

(180)

Expertise in mathematics, programming, and business applications with deep academic ability and practical teaching experience. Proficient in modern mathematical architecture and advanced mathematics, leading multiple C++ object-oriented system design, Python data analysis, and Bash automation projects. Possesses hands-on experience in actuarial and financial technology fields, including GGY AXIS actuarial model iteration and VBA macro data construction. As a core teaching assistant for Waterloo University C++ courses with near-perfect student ratings. Expert in data visualization, marketing material creation, and brand content development with full-chain design tools like Adobe Creative Suite and Canva, having created professional-level visual solutions for multiple institutions.

2+ Years
Howard X.
Howard X.

U of T Business & Mathematics Specialist

Calculus & Advanced FunctionsBusiness Mathematics
  • 240 Students

University of Toronto – Commerce

Mathematics & Business Analytics Excellence

Python & Financial Data Analysis

(240)

Specializes in algebra, functions, advanced functions, calculus, and data management, skillfully integrating complex mathematical thinking with business practice and data analysis. Extensive personalized teaching experience focusing on tutoring Canadian high school and university mathematics courses. Through tailored teaching plans and precise exam strategies, has helped numerous students achieve breakthrough improvements with over 90% excellence rate. Possesses solid Python and financial data analysis capabilities, able to organically combine mathematics, programming, and business insights. Dedicated to cultivating students into well-rounded future leaders with top quantitative thinking abilities.

5+ Years
Thiliepan P.
Thiliepan P.

Western Biology & Medical Research Specialist

BiologyChemistry
  • 190 Students

Western University – Biology

Dean's Honor List & Laurene Paterson Scholarship

Schulich School of Medicine Lab Assistant

(190)

Top-tier Canadian research university biology major with Dean's Honor List recognition and Laurene Paterson Scholarship, academic performance consistently ranking at the top. Possesses not only deep theoretical foundation but also valuable laboratory research experience. As a lab assistant at Western University Schulich School of Medicine, proficient in precise data processing work, enabling students to gain practical insights beyond textbooks that connect with cutting-edge medical research. Over 1000 hours of professional tutoring experience, specializing in grades 1-12 mathematics, biology, chemistry, and English instruction. Excels at creating personalized learning plans for students and has extensive experience and patience in tutoring students with special learning needs (such as ADHD, autism spectrum). An excellent mentor who can ignite students' scientific passion and cultivate top academic thinking.

5+ Years
Pari R.
Pari R.

Programming, Math & Animation Design Mentor

Game DevelopmentSTEM & Robotics
  • 160 Students

OCAD University – Animation (Honors)

Game Development & 3D Animation

Unity, Maya, Blender Expert

(160)

Top Canadian arts and design institution OCAD University Animation Honors graduate with unique interdisciplinary background deeply integrating cutting-edge digital art and advanced computer technology. Proficient in industrial-grade programming languages C#, C++, and Java, skillfully using Unity, Maya, Blender and other tools for game development, 3D animation, and digital creation. Rich hands-on teaching experience in STEM education and CCC competition preparation. Designed and led challenging robotics workshops and summer camps, transforming complex programming concepts and engineering principles into engaging practical projects. Also excels at mathematics tutoring, creating personalized learning paths for students with different foundations, solidifying mathematical thinking and inspiring students' problem-solving abilities.

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