Price: ₹449.00
(as of Nov 09, 2024 14:15:47 UTC – Details)
Self-Supervised Learning Crash Course – Unsupervised AI for NLP, Generative Models & Beyond
Explore the cutting-edge realm of Self-Supervised Learning, delving into its transformative impact on AI, NLP, generative models, and beyond. Uncover the technology that empowers machines to teach themselves, paving the way for groundbreaking advancements in artificial intelligence.
Authored by experts in the field, this comprehensive guide offers credibility and expertise. Backed by a deep understanding of self-supervised learning, the book provides reliable insights into the foundations, techniques, and applications of this evolving technology.
Summary of the Book:
Part 1: Demystifying SSL: We’ll break down the core concepts in plain English, making SSL accessible even to curious beginners. Learn about representation learning, contrastive loss, and more, without getting bogged down in math.
Part 2: Your AI Playground: Dive into practical implementations! We’ll build self-supervised NLP models that understand your language like a best friend, generative models that create art from thin air, and more.
Part 3: Beyond the Basics: Push your skills to the next level!
What’s Inside:Chapter 1: Understanding Supervised, Unsupervised, and Self-Supervised LearningChapter 2: The Power of Unlabeled DataChapter 3: Building the ToolkitChapter 4: From Raw Text to Meaningful RepresentationsChapter 5: Self-Supervised Techniques for Sentiment Analysis and Topic ModelingChapter 6: Unsupervised Dialog Systems and Language Generation with Self-SupervisionChapter 7: Beyond Text: Self-Supervised Learning for Images, Audio, and VideoChapter 8: The Creative Engine: Building Generative Models with Self-Supervised PretrainingChapter 9: The Democratization of AI: Making Self-Supervised Learning Accessible for Everyone
About the Reader:
This book is for you if:
You’re fascinated by AI and its potential, but want to avoid the intimidating jargon.
You’re a developer who wants to add cutting-edge SSL techniques to your toolbox.
You’re an entrepreneur or creative mind who wants to leverage AI for your next big idea.
Invest a few hours in this crash course, and unlock a future where your data becomes your playground. Say goodbye to labeling drudgery and hello copy of “Self-Supervised Learning Crash Course” to unlock the mysteries of unsupervised AI.
Equip yourself with the tools to revolutionize your understanding of NLP, generative models, and the future of artificial intelligence. Start your journey today and be at the forefront of the self-supervised learning revolution.
ASIN : B0CRKTN9KK
Language : English
File size : 546 KB
Simultaneous device usage : Unlimited
Text-to-Speech : Enabled
Screen Reader : Supported
Enhanced typesetting : Enabled
X-Ray : Not Enabled
Word Wise : Not Enabled
Print length : 154 pages
Page numbers source ISBN : B0CRL15K5T