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There are 2 modules in this course
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.
The module sets the stage for an engaging exploration of the symbiotic relationship between coders and Generative AI. It provides a comprehensive understanding of how Generative AI operates, exploring its capabilities and applications in coding contexts. By the end of this module, you will have a comprehensive grasp of how to harness the potential of Generative AI to enhance code quality.
What's included
6 videos8 readings2 assignments1 ungraded lab
Show info about module content
6 videos•Total 21 minutes
Course introduction•2 minutes
What is GenAI?•3 minutes
What is python?•4 minutes
Working with Jupyter notebooks•8 minutes
Generative models•3 minutes
Code generation with GenAI•2 minutes
8 readings•Total 56 minutes
Course syllabus •3 minutes
Disclaimer•2 minutes
Python: Installation Guide •10 minutes
Working Effectively with Jupyter Notebooks•10 minutes
Creating your First Program with Python•10 minutes
Neural network architectures•8 minutes
Suggested Reading: The future of coding with Generative AI•5 minutes
Can GenAI be trusted with generated code?•8 minutes
2 assignments•Total 40 minutes
Exploring GenAI in Coding•30 minutes
Introduction to GenAI in Coding•10 minutes
1 ungraded lab•Total 90 minutes
Python Lab - Hone your Python Skills•90 minutes
Generate code with GenAI
Module 2•8 hours to complete
Module details
With this comprehensive module, learn to expedite code development through efficient techniques. Dive into the intricacies of array manipulation. Elevate your programming skills by mastering the implementation of functions and classes, gain a keen eye for identifying and rectifying syntax errors, ensuring the integrity and quality of your code. And explore the nuances of semantic search with ChatGPT, distinguishing it from traditional search methods like StackOverflow's exact search.
Continuous learning is imperative to stay relevant in the world of Data Analytics and AI. Fractal Analytics Academy is your learning partner for all your learning requirements.
We offer a variety of learning solutions; from instructor led trainings to blended learning and eLearning covering consulting and business skills, technical skills and life skills.
When will I have access to the lectures and assignments?
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I subscribe to this Specialization?
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.