Machine Learning, Deep Learning & Generative AI: Understanding the Complete Modern AI in 2024: ML, DL & Gen AI
English | January 12, 2024 | ISBN: N/A | ASIN: B0CS9HX43R | 315 pages | EPUB | 6.86 Mb
Discover the intricacies of modern AI with "ML, DL & GenAI: Understanding the Complete Modern AI in 2024." This comprehensive ebook takes you on a journey through the fundamentals, advancements, and ethical considerations of Machine Learning (ML), Deep Learning (DL), and Generative AI in 2024.
Machine Learning
Gain insights into the basics, historical evolution, and key concepts of ML.
Explore the realms of Supervised and Unsupervised Learning, along with popular algorithms.
Delve into Feature Engineering, Model Evaluation, and Ethical considerations.
Deep Learning
Uncover the foundations of Deep Learning, Neural Networks, and Backpropagation.
Navigate through Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs).
Explore the practical applications, popular models, tools, and the ethical landscape of Deep Learning.
Generative AI
Step into the world of Generative AI with an introduction, historical context, and diverse generative models.
Understand the training and fine-tuning processes, backed by detailed mathematical insights and research papers.
Witness the impact of Generative AI across industries, its tools, frameworks, and ethical challenges.
Real-world Applications
Bridge theory with practice as you explore ML and DL applications in real-world scenarios.
Future Trends and Ethical Considerations
Stay ahead of the curve with future trends in ML, DL, and Generative AI.
Tackle ethical considerations in each domain, ensuring responsible AI development.
Conclusion
Summing up, the ebook provides a holistic view of AI, blending theory, practical applications, and ethical awareness.
Embark on a learning journey that encapsulates the dynamic landscape of modern AI, equipping you with knowledge to navigate the evolving world of Machine Learning, Deep Learning, and Generative AI in 2024.
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