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Angela Tao
This Guided Project "Gen AI for Developers: Web Development with Python & CoPilot" is for developers who wish to use Copilot to improve their daily work routine. In this 1 hour long project-based course, you will learn how to Set up copilot in VS code and understand how to use Copilot to learn new APIs, improve code security/quality, and write unit tests. To achieve this, we will use Python web development as an example; specifically, with the help of Copilot, we will create a simple web application using the JokeAPI, flask and simple frontend techniques. In order to be successful in this project, you need to have basic understanding of Python and web development.
Register for this course and see more details by visiting:
OpenCourser.com/course/wz9cn2/gen
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What's inside
Syllabus
Project Overview
Here you will describe what the project is about...give an overview of what the learner will achieve by completing this project.
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Offers hands-on labs and interactive materials, which helps learners develop practical skills
Emphasizes the use of Copilot, an AI tool, which is valuable for developers who want to improve their workflow
Focuses on Python web development, which is a popular and in-demand skill for developers
Taught by Angela Tao, an experienced instructor who is known for her expertise in Python and web development
Assumes basic understanding of Python and web development, which may not be suitable for complete beginners
Duration is only 1 hour, which may not be sufficient for learners who need a more comprehensive understanding of the topic
Save this course
Save Gen AI for developers: Web development with Python & Copilot to your list so you can find it easily later:
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Activities
Be better prepared
before
your course. Deepen your understanding
during
and
after
it. Supplement your coursework and achieve mastery of the topics covered
in Gen AI for developers: Web development with Python & Copilot with these
activities:
Review _PYTHON_ basics
Show steps
Revisit the basics of _PYTHON_, this will help you understand the concepts of this course more easily.
Browse courses on
Python Basics
Show steps
-
Review variables, data types, and operators.
-
Test your understanding of control flow and functions with some exercises.
Read _Clean Code_ by Robert C. Martin
Show steps
This book emphasizes the importance of writing clean and maintainable code, and is a good read for Python developers to improve their coding style.
View
The Robert C. Martin Clean Code Collection...
on Amazon
Show steps
-
Read Chapter 1: Introduction
-
Complete the exercises in Chapter 2: Meaningful Names
Solve Python coding challenges on LeetCode
Show steps
Solving coding challenges on LeetCode can help you refine your Python skills and prepare you for job interviews.
Browse courses on
Python Programming
Show steps
-
Choose a problem and read its description.
-
Implement a solution in Python and submit it.
-
Review the solution and learn from it.
Two other activities
Expand to see all activities and additional details
Show all five activities
Watch a video series on Copilot
Show steps
This will familiarize you with the features and functionalities of Copilot, making it easier to use in your daily work.
Browse courses on
Copilot
Show steps
-
Search for a video series on Copilot on YouTube or Udemy.
-
Watch the first few videos in the series.
Build a simple web application using Copilot
Show steps
This will allow you to put into practice everything learned in this course.
Show steps
-
Come up with an idea for a simple web application.
-
Create a new Python project in VS Code.
-
Use Copilot to generate the code for your web application.
-
Run the application and test its functionality.
Review _PYTHON_ basics
Show steps
Revisit the basics of _PYTHON_, this will help you understand the concepts of this course more easily.
Browse courses on
Python Basics
Show steps
Show steps
Show steps
- Review variables, data types, and operators.
- Test your understanding of control flow and functions with some exercises.
Read _Clean Code_ by Robert C. Martin
Show steps
This book emphasizes the importance of writing clean and maintainable code, and is a good read for Python developers to improve their coding style.
View
The Robert C. Martin Clean Code Collection...
on Amazon
Show steps
Show steps
Show steps
- Read Chapter 1: Introduction
- Complete the exercises in Chapter 2: Meaningful Names
Solve Python coding challenges on LeetCode
Show steps
Solving coding challenges on LeetCode can help you refine your Python skills and prepare you for job interviews.
Browse courses on
Python Programming
Show steps
Show steps
Show steps
- Choose a problem and read its description.
- Implement a solution in Python and submit it.
- Review the solution and learn from it.
Two other activities
Expand to see all activities and additional details
Show all five activities
Watch a video series on Copilot
Show steps
This will familiarize you with the features and functionalities of Copilot, making it easier to use in your daily work.
Browse courses on
Copilot
Show steps
Show steps
Show steps
- Search for a video series on Copilot on YouTube or Udemy.
- Watch the first few videos in the series.
Build a simple web application using Copilot
Show steps
This will allow you to put into practice everything learned in this course.
Show steps
Show steps
Show steps
- Come up with an idea for a simple web application.
- Create a new Python project in VS Code.
- Use Copilot to generate the code for your web application.
- Run the application and test its functionality.
Career center
Learners who complete Gen AI for developers: Web development with Python & Copilot will develop knowledge and skills
that may be useful to these careers:
Web Developer
Web Developer
A Web Developer designs and develops websites and web applications. This course is an excellent fit for this role as it provides hands-on experience with Python and web development, as well as Copilot, a tool that can help developers write code more efficiently and accurately. By completing this course, learners will gain the skills and knowledge necessary to succeed as a Web Developer.
Full-Stack Developer
Full-Stack Developer
A Full Stack Developer designs and develops both the front-end and back-end of websites and web applications. This course may be useful as it provides a foundation in Python and web development, as well as Copilot, a tool that can help developers write code more efficiently and accurately. By completing this course, learners will gain the skills and knowledge necessary to succeed as a Full Stack Developer.
UX Designer
UX Designer
A UX Designer designs the user experience for websites and other digital products. This course may be useful as it provides a foundation in Python and web development, which can be helpful for UX Designers who need to understand the technical aspects of the products they are designing. Additionally, the course teaches how to use Copilot, a tool that can help developers write code more efficiently and accurately, which can be helpful for UX Designers who need to create user-friendly and efficient interfaces.
Business Analyst
Business Analyst
A Business Analyst analyzes business needs and develops solutions to improve business processes. This course may be useful as it provides a foundation in Python and web development, which can be helpful for Business Analysts who need to understand the technical aspects of the business processes they are analyzing. Additionally, the course teaches how to use Copilot, a tool that can help developers write code more efficiently and accurately, which can be helpful for Business Analysts who need to create clear and concise documentation.
Product Manager
Product Manager
A Product Manager is responsible for the development and launch of a product. This course may be useful as it provides a foundation in Python and web development, which are valuable skills for Product Managers. Additionally, the course teaches how to use Copilot, a tool that can help developers write code more efficiently and accurately, which can be helpful for Product Managers who need to understand the technical aspects of product development.
System Analyst
System Analyst
A System Analyst analyzes and designs computer systems. This course may be useful as it provides a foundation in Python and web development, which can be helpful for System Analysts who need to understand the technical aspects of the systems they are analyzing and designing. Additionally, the course teaches how to use Copilot, a tool that can help developers write code more efficiently and accurately, which can be helpful for System Analysts who need to create clear and concise documentation.
Information Security Analyst
Information Security Analyst
An Information Security Analyst protects computer systems and networks from unauthorized access. This course may be useful as it provides a foundation in Python and web development, which can be helpful for Information Security Analysts who need to understand the technical aspects of the systems they are protecting. Additionally, the course teaches how to use Copilot, a tool that can help developers write code more efficiently and accurately, which can be helpful for Information Security Analysts who need to create secure and robust systems.
Technical Writer
Technical Writer
A Technical Writer creates documentation for software and other technical products. This course may be useful as it provides a foundation in Python and web development, which can be helpful for Technical Writers who need to understand the technical aspects of the products they are documenting. Additionally, the course teaches how to use Copilot, a tool that can help developers write code more efficiently and accurately, which can be helpful for Technical Writers who need to create clear and concise documentation.
Computer Network Architect
Computer Network Architect
A Computer Network Architect designs and implements computer networks. This course may be useful as it provides a foundation in Python and web development, which can be helpful for Computer Network Architects who need to understand the technical aspects of the networks they are designing and implementing. Additionally, the course teaches how to use Copilot, a tool that can help developers write code more efficiently and accurately, which can be helpful for Computer Network Architects who need to create scalable and reliable networks.
AI Engineer
AI Engineer
An AI Engineer designs and develops artificial intelligence systems. This course may be useful as it provides a foundation in Python, which is a popular programming language for AI. Additionally, the course teaches how to use Copilot, a tool that can help developers write code more efficiently and accurately, which is a valuable skill for AI Engineers.
Machine Learning Engineer
Machine Learning Engineer
A Machine Learning Engineer builds and maintains machine learning models. This course may be useful as it provides a foundation in Python, which is a popular programming language for machine learning. Additionally, the course teaches how to use Copilot, a tool that can help developers write code more efficiently and accurately, which is a valuable skill for Machine Learning Engineers.
Software Developer
Software Developer
A Software Developer builds and maintains computer systems and software. This course may be useful as it teaches the basics of Python and web development, which are essential skills for Software Developers. Additionally, the course provides hands-on experience with Copilot, a tool that can help developers write code more efficiently and accurately.
Data Scientist
Data Scientist
A Data Scientist uses data to solve business problems. This course may be useful as it provides a foundation in Python, which is a popular programming language for data science. Additionally, the course teaches how to use Copilot, a tool that can help developers write code more efficiently and accurately, which is a valuable skill for Data Scientists.
Data Analyst
Data Analyst
A Data Analyst analyzes data to identify trends and patterns. This course may be useful as it provides a foundation in Python, which is a popular programming language for data analysis. Additionally, the course teaches how to use Copilot, a tool that can help developers write code more efficiently and accurately, which is a valuable skill for Data Analysts.
Software Engineer
Software Engineer
A Software Engineer designs, develops, and maintains software systems. This course may be useful as it provides a foundation in Python, which is a popular programming language for software開発. Additionally, the course teaches how to use Copilot, a tool that can help developers write code more efficiently and accurately, which is a valuable skill for Software Engineers.
For more career information including salaries, visit:
OpenCourser.com/course/wz9cn2/gen
Reading list
We've selected ten books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Gen AI for developers: Web development with Python & Copilot.
Provides a comprehensive introduction to Python programming, covering fundamental concepts, data structures, and object-oriented programming. It is particularly useful for beginners who wish to gain a strong foundation in Python.
Practical guide to web development using the Flask microframework in Python. It covers topics such as routing, templating, forms, and database integration, making it a valuable resource for developers who want to build web applications with Python.
Comprehensive guide to data science using Python. It covers topics such as data manipulation, data visualization, and machine learning, making it a valuable resource for developers who want to use Python for data science tasks.
Save
Comprehensive textbook on deep learning. It covers topics such as neural networks, convolutional neural networks, and recurrent neural networks, making it a valuable resource for developers who want to gain a deeper understanding of deep learning.
Classic textbook on reinforcement learning. It covers topics such as Markov decision processes, value functions, and policy gradient methods, making it a valuable resource for developers who want to gain a deeper understanding of reinforcement learning.
Save
Comprehensive textbook on computer vision. It covers topics such as image formation, feature extraction, and object recognition, making it a valuable resource for developers who want to gain a deeper understanding of computer vision.
Comprehensive guide to natural language processing (NLP) using Python. It covers topics such as tokenization, stemming, and machine translation, making it a valuable resource for developers who want to use NLP in their applications.
Comprehensive cookbook for TensorFlow 2.0. It covers topics such as data loading, model training, and model evaluation, making it a valuable resource for developers who want to use TensorFlow 2.0 in their applications.
Practical introduction to PyTorch. It covers topics such as tensor operations, neural networks, and training techniques, making it a valuable resource for developers who want to use PyTorch in their applications.
Comprehensive guide to machine learning with scikit-learn. It covers topics such as data preprocessing, feature engineering, and model selection, making it a valuable resource for developers who want to use scikit-learn in their applications.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/wz9cn2/gen
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Effort
1 hour, 20 minutes
Level
Intermediate
Via
Coursera
Institution
Coursera Project Network
Instructor
Angela Tao
Language
English
Transcripts
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Good to know
Offers hands-on labs and interactive materials, which helps learners develop practical skills
Emphasizes the use of Copilot, an AI tool, which is valuable for developers who want to improve their workflow
Focuses on Python web development, which is a popular and in-demand skill for developers
Taught by Angela Tao, an experienced instructor who is known for her expertise in Python and web development
Assumes basic understanding of Python and web development, which may not be suitable for complete beginners
Duration is only 1 hour, which may not be sufficient for learners who need a more comprehensive understanding of the topic
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