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關於中級 3 級 Python 編碼的所有內容 | Python編碼編碼類

由 54 位學習者完成
年齡 11-16
現場團體課程
本 Python 程式設計課程探討 Python 中更多的中階概念。學習者將開始將他們的知識應用到各種專案中,包括互動式應用程式、資料處理、API 和人工智慧/機器學習。
平均評分:
4.9
評論數量:
(815 評論)
熱門課程
新星

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.
評分
Students will receive a certificate of completion at the end of the class. Students must attend at least 8 classes to receive the certificate.
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課堂經歷

英語程度 - B2+
美國 7 - 10 年級
Intermediate 等級
Your student will learn how to code with Python, one of the world's most popular coding languages.  The goal of this class is for students to move from beginner to intermediate Python developers. We will work on some projects like a Ceaser cipher, an interactive graph for representing real-world data, a music predictor using machine learning, and a real-time weather application. All the students in the last 3 weeks will work on their own Python project and complete a 5-minute presentation to the class. ***Students should already have a very good understanding of variables, functions, conditional statements, and loops before starting this class. Please, see parental guidance for more information***

Week 1
Review Conditional Statements, Functions, Loops
Python Error Handling 
Python Try/ Except
Python Try/ Except/ Else
Try/Except/ Else/ Finally
Ceaser Cipher Project Introduction
Ceaser Cipher Background
Ceaser Cipher Project

Week 2 

Finish Ceaser Cipher Porject
Introduction to Object-Oriented Programming 
Introduction to Python Classes
Student Enrollment Projectn Mini-Project
Organizing Our Code

Week 3
Introduction to APIs 
APIs and Data Sources
Creating Graphical User Interfaces with Python
Tkinter for Applications
Start Real-Time Weather Application Project

Week 4
Real-Time Weather Application Project
Working with APIs
Testing Applications

Week 5

Working with Lists 
List Comprehensions
Working with Data Part 2
Introduction to NumPy
Introduction to Pandas Library
CSV files and Data Structure

Week 6

Introduction to Matplotlib
Python Pandas Exercises
Python Interactive Graphing Project
What is Data Science?
Introduction to Student Project

Week 7
Lambda Functions
Python Default Functions
*Args and **Kwargs
Introduction to Machine learning 
Planning Code Projects

Week 8

Scikit Learn and Python
Machine Learning Project - Music Prediction
Student Project Presentations

Week 9 
Web apps with Python
Flask Web Apps

Week 10 
Finish Python Web APP
Student Project Presentation

Build Fun Games, Applications, and Projects with Python 

Over the course, students will complete 5 projects with Python. These projects include:

Ceaser Cipher
NASA Astronomy Picture of the Day
Student Enrollment Mini-Project
Interactive Data Science Graph Project
Machine Learning Exam Grade Prediction

Student Project Project Presentation

These projects allow students to apply what they have learned with Python while building fun projects! 

Interactive Groups

Every student 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.

學習目標

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.

教學大綱

10 課程
超過 10 週
課 1:
Review Conditional Statements, Functions, Loops
 Review Conditional Statements, Functions, Loops 
60 分鐘線上直播課
課 2:
Python Error Handling
 Python Error Handling 
Python Try/ Except
Python Try/ Except/ Else
Try/Except/ Else/ Finally
Ceaser Cipher Project Introduction
Ceaser Cipher Background
Ceaser Cipher Project 
60 分鐘線上直播課
課 3:
Finish Ceaser Cipher Porject
 Finish Ceaser Cipher Porject
Introduction to Object-Oriented Programming 
Introduction to Python Classes
Student Enrollment Projectn Mini-Project
Organizing Our Code 
60 分鐘線上直播課
課 4:
Introduction to APIs
 Introduction to APIs 
APIs and Data Sources
Creating Graphical User Interfaces with Python
Tkinter for Applications
Start Real-Time Weather Application Project 
60 分鐘線上直播課

其他詳情

父母的引導和規範
Learners will use Microsoft's Visual Studio Code for this class, which is a free download. Visual Studio Code is available for Windows, Mac, and Linux computers. Students will use the main Python Website (Python.org) as references throughout the class. Open Weather Map will be utilized for our API project using real-time weather 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.
供應清單
Learners will use Microsoft's Visual Studio Code for this class, which is a free download. Visual Studio Code is available for Windows, Mac, and Linux computers. Students will use the main Python Website (Python.org) and W3schools as references throughout the class. NASA will be utilized for our API project using real-time astronomy data.
教學語言
英語 (等級: B2+)
外部資源
除了 Outschool 教室外,本課程也使用:

認識老師

已加入 April, 2020
4.9
815評論
熱門課程
新星
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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