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Gen AI for Software Development

Code Generation for Python

Henrique Branco

Think coding is out of reach? With some help from generative AI, we can now easily break down problems and develop software to solve them. In this 1.5 hour guided project, we will break down the game logic for the game Hangman and then let generative AI help us produce the code. By the end, we'll have a fully functioning game that we can play on the command line.

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Think coding is out of reach? With some help from generative AI, we can now easily break down problems and develop software to solve them. In this 1.5 hour guided project, we will break down the game logic for the game Hangman and then let generative AI help us produce the code. By the end, we'll have a fully functioning game that we can play on the command line.

Along the way, we'll use Google Bard to give us advice on how to set up our development environment, we'll use it to translate our ideas into code, and we'll interact with Bard to improve our code and our understanding of it. By the end of this project, you'll have developed new skills with both generative AI and Python that you can start applying right away.

If you want to empower your learning process using generative AI so that you can code from scratch without experience, this course is for you.

Enroll now

What's inside

Syllabus

Project Overview
Use generative AI tools to build a Python game from scratch.

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Develops core Python skills, which are useful for personal growth and development
Projects like coding from scratch help students understand how to translate ideas into code
Teaches students how to use technology like Bard to make coding more accessible
Provides a hands-on project where learners can apply their skills immediately
Requires no coding experience, making it accessible to beginners

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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 Software Development: Code Generation for Python with these activities:
Master Python Scripting for Hangman Game Development
Acquire a strong foundation in Python to write efficient and effective code for your Hangman game.
Browse courses on Python Programming
Show steps
  • Enroll in a beginner-level Python course or tutorial.
  • Practice writing Python code for basic tasks.
  • Learn about Python libraries and modules relevant to Hangman game development.
  • Build a simple Python script to demonstrate your understanding.
Review: Dive into Deep Learning
Gain a solid understanding of deep learning concepts to enhance your ability to apply generative AI in your Hangman game development.
View Deep Learning on Amazon
Show steps
  • Read the introductory chapters of the book.
  • Summarize the key concepts of deep learning.
  • Identify potential applications of deep learning in the context of Hangman game development.
  • Explore the book's resources for further learning.
Attend a Generative AI Workshop
Enhance your knowledge of generative AI and its applications by attending a specialized workshop.
Browse courses on AI Applications
Show steps
  • Research and find a generative AI workshop that aligns with your interests.
  • Register and attend the workshop.
  • Actively participate in the workshop activities.
  • Network with other attendees and experts in the field.
Five other activities
Expand to see all activities and additional details
Show all eight activities
Google Bard coding walkthrough
Build a solid foundation for the course by familiarizing yourself with how Bard helps with coding.
Browse courses on Generative AI
Show steps
  • Analyze the structure of the Hangman game logic.
  • Consult Google Bard for advice on setting up a development environment.
  • Use Bard to translate your ideas into code.
  • Implement error handling and exception handling in the code with Bard's assistance.
Peer Review and Code Collaboration
Gain valuable insights by collaborating with peers on your Hangman game projects.
Browse courses on Code Review
Show steps
  • Find a peer to collaborate with.
  • Share your Hangman game code with your peer.
  • Review and provide feedback on each other's code.
  • Discuss potential improvements and optimizations.
Leverage Generative AI to Develop Custom Hangman Themes
Develop your skills by experimenting with Bard to create variations of the Hangman game.
Browse courses on Generative AI Applications
Show steps
  • Design a custom theme for the Hangman game.
  • Use Bard to generate code that implements your custom theme.
  • Test and debug your custom Hangman theme.
  • Get feedback on your custom theme from peers or instructors.
Mentor Junior Developers in Hangman Game Development
Contribute to the community by sharing your knowledge and experience in Hangman game development with aspiring junior developers.
Browse courses on Mentoring
Show steps
  • Reach out to junior developers and offer your mentorship.
  • Provide guidance on Hangman game design and implementation.
  • Review their code and offer constructive feedback.
  • Encourage their creativity and innovation.
Create a Generative AI-Powered Hangman Game Variant
Showcase your learning by creating a unique Hangman game variant using the techniques covered in the course.
Browse courses on Python Scripting
Show steps
  • Brainstorm and design a new Hangman game variant.
  • Use Bard to generate code that implements your game variant.
  • Test and debug your game variant.
  • Share your game variant with others for feedback.

Career center

Learners who complete Gen AI for Software Development: Code Generation for Python will develop knowledge and skills that may be useful to these careers:
Software Developer
A Software Developer is responsible for designing, developing, and maintaining software applications. This course can help you develop the skills needed to become a successful Software Developer. You will learn how to use generative AI to break down complex problems and develop software solutions. You will also learn how to use Python to write code that is efficient and reliable. This course is a great way to start your career as a Software Developer or to advance your current skills.
See salaries and explore the career path for Software Developer
Data Scientist
A Data Scientist is responsible for collecting, analyzing, and interpreting data. This course can help you develop the skills needed to become a successful Data Scientist. You will learn how to use generative AI to identify patterns and trends in data. You will also learn how to use Python to develop machine learning models. This course is a great way to start your career as a Data Scientist or to advance your current skills.
See salaries and explore the career path for Data Scientist
Machine Learning Engineer
A Machine Learning Engineer is responsible for designing, developing, and deploying machine learning models. This course can help you develop the skills needed to become a successful Machine Learning Engineer. You will learn how to use generative AI to create new machine learning algorithms. You will also learn how to use Python to develop and deploy machine learning models. This course is a great way to start your career as a Machine Learning Engineer or to advance your current skills.
See salaries and explore the career path for Machine Learning Engineer
Artificial Intelligence Engineer
An Artificial Intelligence Engineer is responsible for designing, developing, and deploying artificial intelligence systems. This course can help you develop the skills needed to become a successful Artificial Intelligence Engineer. You will learn how to use generative AI to create new artificial intelligence algorithms. You will also learn how to use Python to develop and deploy artificial intelligence systems. This course is a great way to start your career as an Artificial Intelligence Engineer or to advance your current skills.
See salaries and explore the career path for Artificial Intelligence Engineer
Computer Scientist
A Computer Scientist is responsible for studying the theory and practice of computation. This course can help you develop the skills needed to become a successful Computer Scientist. You will learn how to use generative AI to solve complex computational problems. You will also learn how to use Python to develop efficient and reliable software. This course is a great way to start your career as a Computer Scientist or to advance your current skills.
See salaries and explore the career path for Computer Scientist
Software Engineer
A Software Engineer is responsible for designing, developing, and maintaining software systems. This course can help you develop the skills needed to become a successful Software Engineer. You will learn how to use generative AI to break down complex problems and develop software solutions. You will also learn how to use Python to write code that is efficient and reliable. This course is a great way to start your career as a Software Engineer or to advance your current skills.
See salaries and explore the career path for Software Engineer
Data Analyst
A Data Analyst is responsible for collecting, analyzing, and interpreting data. This course can help you develop the skills needed to become a successful Data Analyst. You will learn how to use generative AI to identify patterns and trends in data. You will also learn how to use Python to develop data visualization tools. This course is a great way to start your career as a Data Analyst or to advance your current skills.
See salaries and explore the career path for Data Analyst
Web Developer
A Web Developer is responsible for designing, developing, and maintaining websites. This course can help you develop the skills needed to become a successful Web Developer. You will learn how to use generative AI to create new website designs. You will also learn how to use Python to develop and deploy websites. This course is a great way to start your career as a Web Developer or to advance your current skills.
See salaries and explore the career path for Web Developer
IT Consultant
An IT Consultant is responsible for providing advice and guidance on IT matters. This course can help you develop the skills needed to become a successful IT Consultant. You will learn how to use generative AI to identify and solve IT problems. You will also learn how to use Python to develop and deploy IT solutions. This course is a great way to start your career as an IT Consultant or to advance your current skills.
See salaries and explore the career path for IT Consultant
Database Administrator
A Database Administrator is responsible for managing and maintaining databases. This course can help you develop the skills needed to become a successful Database Administrator. You will learn how to use generative AI to optimize database performance. You will also learn how to use Python to develop and deploy database applications. This course is a great way to start your career as a Database Administrator or to advance your current skills.
See salaries and explore the career path for Database Administrator
Systems Analyst
A Systems Analyst is responsible for analyzing and designing computer systems. This course can help you develop the skills needed to become a successful Systems Analyst. You will learn how to use generative AI to identify and solve system problems. You will also learn how to use Python to develop and deploy system solutions. This course is a great way to start your career as a Systems Analyst or to advance your current skills.
See salaries and explore the career path for Systems Analyst
Technical Writer
A Technical Writer is responsible for writing technical documentation. This course can help you develop the skills needed to become a successful Technical Writer. You will learn how to use generative AI to create clear and concise technical documentation. You will also learn how to use Python to develop and deploy technical documentation tools. This course is a great way to start your career as a Technical Writer or to advance your current skills.
See salaries and explore the career path for Technical Writer
Project Manager
A Project Manager is responsible for planning, organizing, and managing projects. This course can help you develop the skills needed to become a successful Project Manager. You will learn how to use generative AI to identify and solve project problems. You will also learn how to use Python to develop and deploy project management tools. This course is a great way to start your career as a Project Manager or to advance your current skills.
See salaries and explore the career path for Project Manager
Business Analyst
A Business Analyst is responsible for analyzing and improving business processes. This course can help you develop the skills needed to become a successful Business Analyst. You will learn how to use generative AI to identify and solve business problems. You will also learn how to use Python to develop and deploy business analysis tools. This course is a great way to start your career as a Business Analyst or to advance your current skills.
See salaries and explore the career path for Business Analyst
Quality Assurance Analyst
A Quality Assurance Analyst is responsible for testing and ensuring the quality of software products. This course can help you develop the skills needed to become a successful Quality Assurance Analyst. You will learn how to use generative AI to identify and solve quality problems. You will also learn how to use Python to develop and deploy quality assurance tools. This course is a great way to start your career as a Quality Assurance Analyst or to advance your current skills.
See salaries and explore the career path for Quality Assurance Analyst

Reading list

We've selected six 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 Software Development: Code Generation for Python.
Cover image
Python Data Science Handbook
Save
Comprehensive guide to using Python for data science. It covers everything from data wrangling and analysis to machine learning and deep learning. It valuable resource for anyone looking to use Python for data science.
Python Data Science Handbook: Essential Tools for...
Paperback
$$$
Cover image
Deep Learning with Python, Second Edition
Save
Comprehensive guide to deep learning with Python. It covers everything from the basics of deep learning to advanced topics such as convolutional neural networks and recurrent neural networks. It valuable resource for anyone looking to learn more about this rapidly evolving field.
Deep Learning with Python, Second Edition
Paperback
$$
Deep Learning with Python, Second Edition
Kindle Edition
$$
Machine Learning Con Pytorch Y Scikit Lean
Save
Provides a comprehensive guide to machine learning with Python. It covers everything from the basics of machine learning to advanced topics such as deep learning and reinforcement learning. It valuable resource for anyone looking to learn more about this rapidly evolving field.
(Español) Machine Learning con PyTorch y Scikit-Learn:...
Paperback
$$$
Cover image
Natural Language Processing with Python
Save
Provides a comprehensive guide to natural language processing with Python. It covers everything from the basics of NLP to advanced topics such as machine translation and text summarization. It valuable resource for anyone looking to learn more about this rapidly evolving field.
Natural Language Processing with Python: Analyzing...
Paperback
$$$
Natural Language Processing with Python: Analyzing...
Kindle Edition
$$
Cover image
Hands-On Machine Learning with Scikit-Learn, Keras,...
Save
Provides a comprehensive guide to machine learning with Python. It covers everything from the basics of machine learning to advanced topics such as deep learning and reinforcement learning. It valuable resource for anyone looking to learn more about this rapidly evolving field.
Hands-On Machine Learning with Scikit-Learn, Keras,...
Paperback
$$
Hands-On Machine Learning with Scikit-Learn, Keras,...
Paperback
$$$
Hands-On Machine Learning with Scikit-Learn, Keras,...
Kindle Edition
$$
Cover image
Machine Learning with R
Save
Provides a comprehensive guide to machine learning with R. It covers everything from the basics of machine learning to advanced topics such as deep learning and reinforcement learning. It valuable resource for anyone looking to learn more about this rapidly evolving field.
Machine Learning with R - Fourth Edition: Learn...
Paperback
$$
Machine Learning with R - Second Edition: Expert...
Kindle Edition
$$
Machine Learning with R - Third Edition: Expert...
Paperback
$$
(Italiano) Machine Learning con R: Conoscere le tecniche per...
Kindle Edition
$$
R: Unleash Machine Learning Techniques
Kindle Edition
$$$
Machine Learning with R: Learn How to Use R to...
Paperback
$$
(中文) Machine learning and R language (3rd edition of the...
Paperback
$$

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Course image
Effort
1.5 hours
Level
Introductory
Via
Coursera
Institution
Coursera Project Network
Instructor
Henrique Branco
Language
English
Transcripts
Español Français Português Deutsch Italiano 中文 العربية 한국어 日本語 हिंदी Nederlands Svenska Pусский Türkçe Polski Ελληνικά українська мова magyar nyelv Bahasa Indonesia ไทย
Good to know
Develops core Python skills, which are useful for personal growth and development
Projects like coding from scratch help students understand how to translate ideas into code
Teaches students how to use technology like Bard to make coding more accessible
Provides a hands-on project where learners can apply their skills immediately
Requires no coding experience, making it accessible to beginners
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