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6h 43min

Generative AI Essentials
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Discover AI fundamentals, history, models, and ethics in our generative AI course—gain the AI skills to innovate and lead in an AI-driven future.
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Overview

Generative AI transforms industries, drives innovation, and unlocks new possibilities across sectors. This course provides a deep understanding of generative AI models and their applications. You’ll start by exploring the fundamentals of generative AI and how these technologies offer groundbreaking solutions to contemporary challenges. You’ll delve into the building blocks, including the history of generative AI, language vectorization, and creating context with neuron-based models. As you progress, you’ll...Show More
Generative AI transforms industries, drives innovation, and unlocks new possibilities across sectors. This course provides a dee...Show More

WHAT YOU'LL LEARN

An understanding of core concepts, foundational techniques, and innovative applications of generative AI
Proficiency in preprocessing text data and understanding the evolution of natural language processing (NLP)
The ability to use sequence models and attention mechanisms to build and understand context within language data
An understanding of the importance of foundation models and knowledge of different pretraining and fine-tuning paradigms
Practical knowledge of vision and audio generation to create comprehensive multimodal models
An understanding of the ethical considerations, regulations, and future trends in the development and systems of generative AI
An understanding of core concepts, foundational techniques, and innovative applications of generative AI

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TAKEAWAY SKILLS

Generative AI

Natural Language Processing

Large Language Models (LLMs)

Content

1.

Introduction to Generative AI

2 Lessons

Explore the fundamentals and applications of generative AI for innovative solutions.

4.

Intelligent Interaction with GenAI

3 Lessons

Master effective AI communication, dynamic knowledge integration, and autonomous agent capabilities.

5.

Practical Applications and Case Studies

5 Lessons

Explore the transformative applications of generative AI across various media formats.

6.

Future of Generative AI and Wrap Up

2 Lessons

Explore the transformative potential and ethical considerations of generative AI advancements.
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Frequently Asked Questions

What are the core concepts of generative AI?

Core concepts of generative AI involve neural networks, adversarial training (GANs), variational inference (VAEs), and the ability of models to learn and generate data that resembles the training data distribution.

What is generative AI?

Is generative AI difficult to learn?

What is generative AI in simple words?

What are GenAI basics?