Course Content
第 1 天–初学者–使用 Python 中的变量进行数据管理
Day 1 – Beginner – Working with Variables in Python for Data Management
第 2 天 – 初级 – 了解数据类型和使用字符串
Day 2 – Beginner – Understanding Data Types and Working with Strings
第 3 天 – 初级 – 控制流和逻辑操作符
Day 3 – Beginner – Control Flow and Logical Operators
Day 4 – Beginner – Randomization and Lists in Python
Day 5 – Beginner – Loops in Python
第 5 天 – 初级 – Python 中的循环
Day 6 – Beginner – Functions in Python and Karel
Day 7 – Beginner – The Game “Hangman”
Day 8 – Beginner – Function Parameters and Caesar Cipher
Day 9 – Beginner – Dictionaries, Nesting, and Secret Auction
Day 10 – Beginner – Functions with Output
Day 11 – Beginner – Final Project “Blackjack”
Day 12 – Beginner – Scope and the Game “Guess the Number”
Day 13 – Beginner – Debugging: How to Find and Fix Errors in Code
Day 14 – Beginner – Project “Greater-Less”
Day 15 – Intermediate – Setting Up a Local Development Environment and Coffee Machine
Day 16 – Intermediate – Object-Oriented Programming (OOP)
Day 17 – Intermediate – Project “Quiz” and the Benefits of OOP
Day 18 – Intermediate – Turtle Module and Graphical User Interface (GUI)
Day 19 – Intermediate – Instances, State, and Higher-Order Functions
Day 20 – Intermediate – Creating the Game “Snake” Part 1: Animation and Coordinates
Day 21 – Intermediate – Creating the Game “Snake” Part 2: Inheritance and List Slicing
Day 22 – Intermediate – Creating the Game “Pong”: The Famous Arcade Game
Day 23 – Intermediate – Project “Turtle Crossing”
Day 24 – Intermediate – Files, Directories, and Paths
Day 25 – Intermediate – Working with CSV Data and the Pandas Library
Day 26 – Intermediate – List Comprehensions and the NATO Alphabet
Day 27 – Intermediate – Tkinter, *args, **kwargs, and Creating Programs with GUI
Day 28 – Intermediate – Tkinter, Dynamic Typing, and the Pomodoro App with GUI
Day 29 – Intermediate – Creating a Password Manager with GUI using Tkinter
Day 30 – Intermediate – Errors, Exceptions, and JSON Data: Improving the Password Manager
Day 31 – Intermediate – Final Project: Flashcard App
Day 32 – Upper Intermediate – Sending Emails (smtplib) and Managing Dates (datetime)
Day 33 – Upper Intermediate – APIs and API Parameters: ISS Overhead Notifier
Day 34 – Upper Intermediate – API Practice: Creating a Quiz App with GUI
Day 35 – Advanced – Keys, Authentication and Environment Variables: SMS Sending
Day 36 – Upper Intermediate – Stock Market News Alert Project
Day 37 – Upper Intermediate – Habit Tracking Project: API Requests and Headers
Day 38 – Upper Intermediate – Tracking Workouts Using Google Sheets
Day 39 – Upper Intermediate – Final Project Part 1: Finding Air Tickets
Day 40 – Upper Intermediate – Final Project Part 2: Flight Club
Day 41 – Web Development Basics – Introduction to HTML
Day 42 – Web Development Basics – Intermediate HTML
Day 43 – Web Development Basics – Introduction to CSS
Day 44 – Web Development Basics – Intermediate CSS
Day 45 – Upper Intermediate – Web Scraping with Beautiful Soup
Day 46 – Upper Intermediate – Create a Spotify Playlist Using a Time Machine
Day 47 – Upper Intermediate – Create an Automatic Amazon Price Tracker
Day 48 – Upper Intermediate – Selenium Webdriver: Browser and Bot for Games
Day 49 – Upper Intermediate – Automating Job Applications on LinkedIn
Day 50 – Upper Intermediate – Automatic Tinder Swipe Bot
Day 51 – Upper Intermediate – Twitter Internet Speed Complaint Bot
Day 52 – Above Intermediate – Bot for Instagram Followers
Day 53 – Upper Intermediate – Web Scraping Final Project: Data Entry Automation
Day 54 – Upper Intermediate – Introduction to Web Development with Flask
Day 55 – Upper Intermediate – HTML and URL Parsing in Flask: The More-Less Game
Day 56 – Advanced – Displaying HTML/static files and using website templates
Day 57 – Advanced – Jinja Templates in Flask Applications
Day 58 – Web Development Basics – Bootstrap
Day 59 – Advanced – Final Blog Project Part 2: Adding Styles
Day 60 – Advanced – Sending POST requests with Flask and HTML forms
Day 61 – Advanced – Creating advanced forms with Flask-WTForms
Day 62 – Advanced – Flask, WTForms, Bootstrap and CSV: Coffee and Wi-Fi Project
Day 63 – Advanced – Databases with SQLite and SQLAlchemy
Day 64 – Advanced – My Top 10 Movies Website
Day 65 – Web Design School – How to Create a Website People Will Love
第 65 天 – 网页设计学校–如何创建受人喜爱的网站
Day 66 – Advanced – Creating your own API with RESTful routing
第 66 天：进阶–使用 RESTful 路由创建自己的应用程序接口
Day 67 – Advanced – Final Blog Project Part 3: RESTful Routing
第 67 天 – 高级 – 最终博客项目第 3 部分：RESTful 路由
Day 68 – Advanced – Authentication with Flask
第 68 天 – 高级 – 使用 Flask 进行身份验证
Day 69 – Advanced – Final Blog Project Part 4: Adding Users
第 69 天 – 高级 – 最终博客项目第 4 部分：添加用户
Day 70 – Advanced – Git, Github and Version Control
第 70 天：进阶–Git、Github 和版本控制
Day 71 – Advanced – Deploying Your Web Application
第 71 天 – 高级 – 部署网络应用程序
Day 72 – Advanced – Data Science with Pandas: College Major vs. Salary
第 72 天 – 高级 – 使用 Pandas 的数据科学：大学专业与薪酬
Day 73 – Advanced – Data Visualization with Matplotlib: Programming Languages
第 73 天 – 高级 – 使用 Matplotlib 实现数据可视化：编程语言
Day 74 – Advanced – Data Aggregation and Fusion with Pandas: Analyzing the LEGO Dataset
第 74 天 – 高级 – 使用 Pandas 进行数据聚合和融合：分析乐高数据集
Day 75 – Advanced – Google Trends Data: Resampling and Visualizing Time Series
第 75 天 – 高级 – Google Trends 数据：重采样和可视化时间序列
Day 76 – Advanced – Beautiful Plotly graphs and Android app store analysis
第 76 天 – 高级 – 漂亮的 Plotly 图表和安卓应用商店分析
Day 77 – Advanced – NumPy Computing and Multidimensional Arrays
第 77 天：进阶–NumPy 计算和多维数组
Day 78 – Advanced – Linear Regression and Data Visualization with Seaborn
第 78 天：进阶–使用 Seaborn 进行线性回归和数据可视化
Day 79 – Advanced – Nobel Prize Analysis with Plotly, Matplotlib and Seaborn
第 79 天：进阶–利用 Plotly、Matplotlib 和 Seaborn 进行诺贝尔奖分析
Day 80 – Advanced – The Tragic Discovery of Hand Washing: t-tests and distributions
第 80 天 – 高级班 – 洗手的悲剧性发现：t 检验和分布
Day 81 – Advanced – Final Project: Forecasting House Prices
第 81 天 – 高级班 – 最终项目：预测房价
Day 82 – Professional Portfolio – Project [Python Scripts]
第 82 天 – 专业作品集 – 项目 [Python Scripts]
Day 83 – Professional Portfolio – Project [Python Web Development]
第 83 天 – 专业作品集 – 项目 [Python Web Development]
Day 84 – Professional Portfolio – Project [Python Scripts]
第 84 天 – 专业作品集 – 项目 [Python Scripts]
Day 85 – Professional Portfolio – Project [GUI]
第 85 天 – 专业作品集 – 项目 [GUI]
Day 86 – Professional Portfolio – Project [GUI]
第 86 天 – 专业作品集 – 项目 [GUI]
Day 87 – Professional Portfolio – Project [Game]
第 87 天 – 专业作品集 – 项目 [Game]
Day 88 – Professional Portfolio – Project [Web Development]
第 88 天 – 专业作品集 – 项目 [Web Development]
Day 89 – Professional Portfolio – Project [Web Development]
第 89 天 – 专业作品集 – 项目 [Web Development]
Day 90 – Professional Portfolio – Project [GUI Application for Desktop]
第 90 天 – 专业作品集 – 项目 [GUI Application for Desktop]
Day 91 – Professional Portfolio – Project [HTTP Requests and API]
第 91 天 – 专业作品集 – 项目 [HTTP Requests and API]
Day 92 – Professional Portfolio – Project [Image Processing and Data Science]
第 92 天 – 专业作品集 – 项目 [Image Processing and Data Science]
Day 93 – Professional Portfolio – Project [Web Scraping]
第 93 天 – 专业作品集 – 项目 [Web Scraping]
Day 94 – Professional Portfolio – Project [GUI Automation]
第 94 天 – 专业作品集 – 项目 [GUI Automation]
Day 95 – Professional Portfolio – Project [Game]
第 95 天 – 专业作品集 – 项目 [Game]
Day 96 – Professional Portfolio – Project [HTTP Requests and API]
第 96 天 – 专业作品集 – 项目 [HTTP Requests and API]
Day 97 – Professional Portfolio – Project [Web Development]
第 97 天 – 专业作品集 – 项目 [Web Development]
Day 98 – Professional Portfolio – Project [Automation in Python]
Day 99 – Professional Portfolio – [Data Science] Project
Day 100 – Professional Portfolio – [Data Science] Project
Student Ratings & Reviews
No Review Yet