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Generative AI For Beginners

Generative AI For Beginners

84 Students
11 Lectures
Digital Moran
Digital Moran

Instructor

What Will You Learn?

Foundations of Generative AI: Understand the core concepts and principles of generative AI, including its purpose and different types of generative models.
Generative Model Types: Learn about various generative models such as Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), and Transformer-based models.
Applications and Use Cases: Explore practical applications of generative AI across diverse domains, including text generation, image synthesis, and music composition.
Basic Techniques and Algorithms: Gain insights into the algorithms and techniques used in generative AI, including data training, model evaluation, and fine-tuning.
Ethical Considerations: Discuss the ethical implications and challenges associated with generative AI, including issues of bias, privacy, and misinformation.
Hands-On Experience: Engage in beginner-friendly exercises and projects to apply generative AI concepts in practical scenarios.

About This Course

"Generative AI For Beginners" is an introductory course designed to provide a comprehensive overview of generative artificial intelligence technologies. This course covers fundamental concepts, key techniques, and practical applications of generative AI, with a focus on understanding how these systems create content, solve problems, and interact with users. By the end of the course, participants will have a solid grasp of the principles underlying generative models, including text, image, and audio generation, and will be equipped with the knowledge to explore further into this rapidly evolving field.


Requirements

Prerequisites: No prior experience with AI or machine learning is required. Basic computer literacy and a willingness to learn are sufficient.
Materials Needed: A computer with internet access to participate in online lectures and access course materials.
Software Requirements: Access to a web browser and, if required, installation of specific tools or platforms for practical exercises (details provided during the course).
Course Structure: The course includes lectures, interactive discussions, and hands-on exercises designed for beginners. Active participation and engagement in practical exercises are encouraged.
Assignments: Participants will complete practical assignments to reinforce learning, with guidance and feedback provided to support their understanding and application of generative AI concepts.
Requirements
Digital Moran
Digital Moran
(2)
44 Courses
1768 Students
Digital Moran is a community-based talent incubator and grassroots tech movement. It is dedicated to empowering rural and underprivileged youth in Kenya by providing free, accessible digital skills training. The organization's mission is to challenge the belief that success can only be found in the city. It provides a direct path from learning to earning by equipping youth with high-value digital skills in areas like web design, graphic design, digital marketing, and AI. Digital Moran operates on a "tools, not handouts" philosophy. It consists of two main parts: the Digital Moran Academy, a free online learning hub with over 50 courses, and the Digital Moran Agency, an exclusive marketplace that ...
Digital Moran
Curriculum Overview

This course includes 1 modules, 11 lessons, and 0 hours of materials.

Generative AI For Beginners
11 Parts
Intro Video
Free
Volume -
Introduction to Generative AI and LLMs
Free
Volume -
Generative AI for Beginners is Live
Free
Volume -
Designing UX for Generative AI Applications
Free
Volume -
Building Low Code Generative AI Applications
Free
Volume -
Building Chat Applications with Generative AI
Free
Volume -
Building Text Generation Applications
Free
Volume -
Creating Advanced Prompts
Free
Volume -
Understanding Prompt Engineering Fundamentals
Free
Volume -
Exploring and Comparing Different LLM Types
Free
Volume -
Outro Video
Free
Volume -
Certificates
1 Parts
Course Certificate
Course Certificate
If you pass all the lessons in this course, you will receive this certificate.
Type Course Certificate
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Generative AI For Beginners
Free

This Course Includes

Official Certificate
Instructor Support
Course Forum

Course Specifications

Sections
1
Lessons
11
Capacity
Unlimited
Duration
1:33 Hours
Students
84
Created Date
11 Aug 2024
Updated Date
22 Feb 2025
Digital Moran
Digital Moran

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Generative AI For Beginners
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Generative AI For Beginners