Generative AI for Software Developers

Microsoft via Coursera Specialization

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Details

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Provider

Coursera Specialization
Pricing

Paid Course
Languages

English
Certificate

Certificate Available
Duration & workload

4 weeks, 5 hours a week

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Overview

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Are you ready to explore the cutting-edge world of generative AI? Take your coding practices to the next level with this program and learn how generative AI tools, particularly GitHub Copilot, can transform your development workflow and boost your productivity. From understanding the basics of generative AI to learning how to apply it in code review, documentation, development planning, and more, you will learn practical skills based on real-life scenarios to help you enhance your abilities. This program, curated and presented by industry experts, will show you how to integrate generative AI into practical scenarios. The flexible, self-paced learning schedule accommodates your personal and professional commitments, focusing on practical applications and hands-on projects and nurturing your skills without the demands of academic report writing. By completing this program, you will: Gain valuable skills in generative AI Enhance your existing abilities Add new techniques to your toolkit Understand how to integrate generative AI into your development workflows Boost your productivity and effectiveness No prerequisites required. Whether you're a seasoned developer or just starting out, this course will equip you with the skills to harness the power of AI and boost your productivity. Unlock your full potential with Copilot. Enroll today!

Syllabus

Course 1: Introduction to Generative AI for Developers With Copilot
Course 2: Boost Your Productivity with GitHub Copilot
Course 3: GitHub Copilot for Project Management
Course 4: Optimizing Your Workflow with GitHub Copilot and VS Code

Courses

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4 hours 21 minutes
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This course provides a comprehensive guide to using GitHub Copilot within the Visual Studio Code environment, focusing on practical and advanced applications. The course covers building a simple Pomodoro timer, including setting up the Next.js environment, designing the timer interface, and implementing core functionality, as well as improving the timer by refactoring for efficiency, adding tests, and exploring case studies. The course also focuses on practical coding applications, such as code translation and debugging, through hands-on activities. Throughout the course, you will engage in practical projects, quizzes, and hands-on activities to master the use of GitHub Copilot, making it ideal for developers looking to enhance their coding efficiency and explore the full potential of AI-assisted development. Required Course Materials: A Copilot license is required to complete this course. If you don’t have a Microsoft 365 Personal or Family license, you can start a free 30-day trial using the link provided in the course.
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5 hours 31 minutes
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This course introduces developers to generative AI technologies, focusing on their practical applications in software development. You will explore the core concepts of generative AI and understand the basic functionalities and ethical considerations of generative AI. The course is structured to provide a comprehensive overview, starting with the fundamentals of generative AI and progressing to its practical uses in code review, documentation, and project planning. Through engaging modules, you will gain a solid foundation in navigating the risks and responsibilities associated with AI. Hands-on activities and quizzes will reinforce the knowledge gained, ensuring that you are well-equipped to harness the potential of generative AI in your development workflows. Required Course Materials: A Copilot license is required to complete this course. If you don’t have a Microsoft 365 Personal or Family license, you can start a free 30-day trial using the link provided in the course.
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4 hours 15 minutes
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This module is designed to equip you with the essential skills to set up and optimize your environment for using GitHub Copilot effectively. You will gain practical knowledge on installing and configuring Visual Studio Code (VS Code) across different operating systems, including Mac, PC, and Linux. This course covers the basics of generating code suggestions with GitHub Copilot, from setting up the extension to exploring its chat capabilities. Additionally, you will refine your prompt crafting skills, applying techniques like zero-shot, one-shot, and few-shot learning to enhance the quality of Copilot’s suggestions. The course also delves into advanced features and best practices, guiding you through creating practical projects, such as a Todo application in Python and customizing Copilot to fit your development needs. Through hands-on activities, quizzes, and comprehensive lessons, you will be well-prepared to harness the full potential of GitHub Copilot in your software development workflows. Required Course Materials: A Copilot license is required to complete this course. If you don’t have a Microsoft 365 Personal or Family license, you can start a free 30-day trial using the link provided in the course.
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4 hours 23 minutes
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This course explores the potential of GitHub Copilot in project management, focusing on AI-driven code review, comprehensive documentation, and meticulous development planning. You will learn to optimize code, identify inefficiencies, generate test cases, and apply best practices for code review using GitHub Copilot. The course also covers generating and managing documentation with Copilot, including version control and best practices. Additionally, it focuses on planning development strategies, ideating with AI, and implementing plans effectively. Hands-on activities, practice quizzes, and module quizzes ensure practical understanding and mastery of each topic. Required Course Materials: A Copilot license is required to complete this course. If you don’t have a Microsoft 365 Personal or Family license, you can start a free 30-day trial using the link provided in the course.