Generative AI for Developers

Fractal Analytics via Coursera Specialization

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Coursera Specialization
Pricing

Paid Course
Languages

English
Certificate

Certificate Available
Level

Beginner

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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
- Offered by Fractal Analytics. Welcome to this introductory course on Generative AI, designed to empower you with the knowledge to harness ... Enroll for free.

Course 2: Coding with Generative AI
- Offered by Fractal Analytics. This microlearning course (approximately 3 hours) provides an introductory exploration of the fundamental ... Enroll for free.

Course 3: Generative AI - Your Personal Code Reviewer
- Offered by Fractal Analytics. Dive into the forefront of coding evolution with our comprehensive course, "Generative AI - Your Personal Code ... Enroll for free.

Course 4: Responsible AI in the Generative AI Era
- Offered by Fractal Analytics. This one-week microlearning course provides an introduction to the Principles of Responsible AI and how those ... Enroll for free.

Courses

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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 32 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.
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15 hours 2 minutes
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Dive into the forefront of coding evolution with our comprehensive course, "Generative AI - Your Personal Code Reviewer." This immersive course is tailored for learners seeking to unlock the full potential of generative AI in the world of code review and enhancement. Throughout this journey, you'll gain in-depth knowledge, equipping them with the tools needed to revolutionize their approach to code assessment. You'll begin by understanding the fundamentals of generative AI, exploring advanced debugging techniques, adding code comments, refactoring, and generating code for specific tasks such as data cleaning and machine learning. Along the way, you'll also explore the importance of prompt engineering for crafting effective prompts and examine potential pitfalls and ethical implications associated with using generative AI for code review and debugging. By the end of this course, you'll possess the skills and knowledge needed to leverage generative AI effectively in code review, debugging, and code enhancement. Join us on this transformative journey and unleash the power of generative AI in your coding endeavors.
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12 hours 42 minutes
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Welcome to this introductory course on Generative AI, designed to empower you with the knowledge to harness this cutting-edge technology. This course offers a deep dive into the core concepts of Generative AI, exploring its ability to create new content from existing data and its significant impact on society and organizational efficiency. Learn the art of interacting with AI through prompts, and discover its diverse applications in everyday life. Understand how these applications function and the benefits they bring to your daily routine. Moreover, we'll critically evaluate the ethical and responsible use of Generative AI, ensuring its implementation enhances our lives with integrity. Join us on Coursera to explore the full potential of Generative AI and transform your future with innovation and inspiration. This course is your gateway to becoming proficient in the world of AI, making it an essential addition to your learning journey. By the end of this course, you will be able to By the end of this course, learners will be able to: 1. Analyze the core principles and societal impacts of Generative AI, including its influence on organizational efficiency and its progressive evolution. 2. Apply interactive methods with Generative AI through prompts and **assess** its diverse applications in daily life, along with their operational mechanisms and advantages. 3. Evaluate the ethical considerations and responsible deployment of Generative AI to ensure its beneficial integration into our lives. There are no requirements or prerequisites. To succeed, all you need to have is a curious and logical mind. No programming skills are needed. You may need to create an account in any of the multimodal Generative AI platforms such as Gemini, Copilot, or GPT plus.