Generative AI for Developers

Fractal Analytics via Coursera Specialization

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Provider

Coursera Specialization
Pricing

Paid Course
Languages

English
Certificate

Certificate Available
Duration & workload

4 weeks, 10 hours a week

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Overview

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Unlock the future of coding with generative AI, and excel your programming skills and deepen your understanding of AI’s transformative power. Perfect for you to integrate advanced AI tools into your workflows, with a blend of technical mastery and ethical insight, ensuring you stay at the forefront of technology. What’s in it for you? Explore how to refine prompt engineering to optimize code generation. Learn best practices for leveraging AI tools effectively and responsibly, ensuring your coding is both cutting-edge and ethically sound. Make your workflows more efficient and innovative. Gain hands-on experience using natural language to boost code quality and maintainability. Dive into generative models and neural network architectures to accelerate your coding prowess. Identify and fix common errors, writing cleaner, more efficient Python code. Explore how generative AI is shaping society and enhancing organizational efficiency. Analyze the current and future trends of AI, understanding its challenges and principles of responsible use. Make informed decisions and lead groundbreaking projects. By the end of this course, you'll gain a robust understanding of generative AI in coding, practical techniques for superior code development, and a deep awareness of AI's ethical implications. Whether you’re a software developer, data scientist, or tech enthusiast, this course equips you with the insights and tools to excel in your career.

Syllabus

Course 1: Generative AI Essentials: A Comprehensive Introduction
Course 2: Coding with Generative AI
Course 3: Generative AI - Your Personal Code Reviewer
Course 4: Responsible AI in the Generative AI Era

Courses

0 reviews
1 hour 29 minutes
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This one-week microlearning course provides an introduction to the Principles of Responsible AI and how those principles align with the Generative AI or GenAI space. It also informs the learners about the various challenges that Generative AI brings. You will explore the fundamental principles of responsible AI, and understand the need for developing Generative AI tools responsibly. By the end of this course, you will be able to discuss the challenges posed by Generative AI and the principles of Responsible AI.
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11 hours 27 minutes
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This microlearning course (approximately 3 hours) provides an introductory exploration of the fundamental concepts of Generative AI with a specific focus on its application for coders. You will gain an understanding of the underlying principles of generative AI and learn how to effectively use it in your coding applications. By the end of this course, you will be able to, discuss the Fundamental Concepts of Generative AI, and apply generative AI tools and techniques to solve real-world coding challenges. You'll learn the fundamentals of neural network architectures, generative models, and the use of generative AI to generate codes quickly and efficiently. You will also learn to implement functions and classes, as well as about procedural code into object-oriented code, fixing syntax errors and code corrections using generative AI. You will also learn about the fundamental differences between exact search and semantic search. This is the first course in the series of courses, where you will learn about the nuances of coding using generative AI. The course is suited for Generative AI enthusiasts, GenAI Engineers, AI Engineers, Data Scientists, Data Engineers, and Solution Architects. To be successful in this course, you should have a curious mind, an understanding of programming languages, especially Python, and a basic knowledge of generative AI technologies and platforms.
0 reviews
14 hours 17 minutes
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Dive into the future of coding with our comprehensive course, “Generative AI—Your Personal Code Reviewer.” This immersive program is designed for developers, tech enthusiasts, and learners eager to unlock the power of generative AI for code review and optimization. Throughout this journey, you’ll gain in-depth knowledge in leveraging AI to streamline code assessment and debugging. Start by exploring the fundamentals of generative AI, then advance to practical techniques like code commenting, debugging, code refactoring, and code generation for tasks such as data cleaning and machine learning workflows. You’ll also master prompt engineering to craft effective prompts for AI tools and learn to navigate ethical considerations and common pitfalls when using generative AI for development. By the end of this course, you’ll have the skills to integrate AI into your coding process, improving code quality, efficiency, and productivity. Join us and transform your approach to code review with generative AI.
0 reviews
12 hours 42 minutes
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Unlock the future with Generative AI! This beginner-friendly course empowers you to understand, interact with, and ethically apply Generative AI in real-world scenarios. Dive deep into the core concepts, discover how AI creates new content, and explore its transformative impact on society and organizations. Learn prompt engineering, practical applications, and responsible AI use—no programming experience required. Start your journey on Coursera and gain the skills to innovate with confidence. This course is your gateway to becoming proficient in the world of AI, making it an essential addition to your learning journey.