Course curriculum
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1
Introduction to Generative AI
- Course Introduction
- Expanding Your Limits
- Introduction to Generative AI Universe
- Exploring Large Language Models
- Quiz
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2
Inside the LLM Solar System
- Introduction to Prompt Engineering
- Quiz
- What is Fine-Tuning
- Retrieval-Augmented Generation
- What are AI Agents
- Quiz
Who should enroll?
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Beginners with little to no prior knowledge of AI who want to understand the basics of Generative AI and how it works.
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Professionals looking to apply Generative AI techniques, such as prompting and fine-tuning, in fields like marketing, design, education, or business innovation.
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Creators and Innovators interested in leveraging AI to enhance creativity or bring their ideas to life through cutting-edge tools
Key Takeways
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Gain a solid grasp of how Generative AI works, including the role of Large Language Models (LLMs) and the technology driving them
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Learn practical strategies for crafting effective prompts to solve specific tasks and unlock the potential of LLMs.
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Discover advanced concepts like Fine-Tuning, Retrieval-Augmented Generation (RAG), and AI agents, equipping you to implement AI solutions for business challenges
About the Instructor
Apoorv Vishnoi - Head of Training, Analytics Vidhya
Apoorv Vishnoi is the Head of Training at Analytics Vidhya. With over a decade of experience in AI, he has held diverse roles, including developing AI models to address industry challenges, advising companies on implementing AI processes, and teaching AI to CXOs, professionals, and Parliamentarians.
FAQ
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What is Generative AI?
Generative AI refers to the technology designed to generate new content. This includes generating high-quality texts, images, audio, or videos, based on the pattern and structure learned from data on which the generative ai technology is trained. What makes generative AI standout is that the new content it generates resembles human-made creations.
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What are the benefits of studying Generative AI?
Studying Generative AI enhances creativity and innovation, allowing you to generate content and solutions in fields like marketing and design. It provides in-demand skills for advancing careers in industries such as technology and finance, while enabling practical problem-solving by automating tasks and addressing complex challenges. Additionally, it offers insights into transformative technologies like LLMs and AI Agents, helping you stay ahead in the evolving digital landscape.
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How is Generative AI different from traditional AI?
Traditional AI focuses on analyzing data, recognizing patterns, and making predictions or decisions based on predefined rules or training. Generative AI, on the other hand, creates new content such as text, images, audio, or video by learning from patterns in the data it’s trained on. While traditional AI is used for tasks like classification and optimization, Generative AI excels in creativity, enabling applications like content creation, image synthesis, and natural language generation.
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Who is this course for?
No prior knowledge of AI is required. The course is beginner-friendly and starts with foundational concepts, making it accessible to everyone.
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Do I need any prior knowledge of AI to enroll?
No prior knowledge of AI is required. The course is beginner-friendly and starts with foundational concepts, making it accessible to everyone.
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What tools and technologies will be covered?
The course covers tools such as ChatGPT, Google Gemini, NotebookLM, HeyGen, Runway, and others, providing hands-on experience with both text and image generation tasks.
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Is there any certification provided?
Yes, a certificate of completion will be provided once you successfully complete the course and all associated assessments.