Author: Andrew Wang
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Learn Python this summer Day 18: Introduction to Machine Learning
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Welcome back! Yesterday, we learned about data visualization with matplotlib. Today, we’ll dive into the basics of machine learning and explore some simple algorithms using scikit-learn. By the end of this day, you’ll have a foundational understanding of machine learning concepts and how to implement them in Python. Let’s get…
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Learn Python this summer Day 17: Visualization with Matplotlib
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Welcome back! Yesterday, we learned about data analysis with pandas. Today, we’ll dive into data visualization with matplotlib, a powerful library for creating visual representations of your data. By the end of this day, you’ll know how to create various types of charts and graphs to better understand and communicate…
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Learn Python this summer Day 16: Data Analysis with Pandas
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Welcome back! Yesterday, we learned about working with APIs. Today, we’ll dive into data analysis with pandas, a powerful library for data manipulation and analysis. By the end of this day, you’ll know how to use pandas to handle and analyze data efficiently. Let’s get started! What is Pandas? Pandas…
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Learn Python this summer Day 15: Working with APIs
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Welcome back! Yesterday, we learned about web scraping. Today, we’ll dive into working with APIs (Application Programming Interfaces), which allow you to interact with web services and retrieve data programmatically. By the end of this day, you’ll know how to make API requests and handle responses in Python. Let’s get…
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Learn Python this summer Day 14: Web Scraping
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Welcome back! Yesterday, we learned about creating graphical user interfaces (GUIs) with tkinter. Today, we’ll dive into web scraping, which allows you to extract data from websites using Python. By the end of this day, you’ll know how to scrape web data using libraries like requests and BeautifulSoup. Let’s get…
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Learn Python this summer Day 13: Graphical User Interfaces (GUIs)
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Welcome back! Yesterday, we learned about inheritance and polymorphism in Python. Today, we’ll dive into graphical user interfaces (GUIs) and learn how to create simple GUIs using the tkinter library. By the end of this day, you’ll know how to build basic GUI applications. Let’s get started! What is tkinter?…
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Learn Python this summer Day 12: Inheritance and Polymorphism
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Welcome back! Yesterday, we learned about classes and objects in Python. Today, we’ll dive deeper into object-oriented programming concepts with inheritance and polymorphism. These concepts will help you create more flexible and reusable code. Let’s get started! What is Inheritance? Inheritance allows you to create a new class based on…
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Learn Python this summer Day 11: Classes and Objects
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Welcome back! Yesterday, we learned about dictionaries and sets in Python. Today, we’ll dive into classes and objects, which are the foundation of object-oriented programming (OOP). By the end of this day, you’ll know how to create and use classes and objects in Python. Let’s get started! What are Classes…
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Learn Python this summer Day 10: Dictionaries and Sets
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Welcome back! Yesterday, we learned about lists and list comprehensions in Python. Today, we’ll dive into dictionaries and sets, which are powerful data structures for storing and managing collections of data. By the end of this day, you’ll know how to create and use dictionaries and sets effectively. Let’s get…
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Learn python this summer Day 9: Lists and List Comprehensions
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Welcome back! Yesterday, we learned about working with files in Python. Today, we’ll dive into lists and list comprehensions, which are powerful tools for working with collections of data. By the end of this day, you’ll know how to create, manipulate, and use lists efficiently. Let’s get started! What are…