Synapse Ai Crash Course


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AI Crash Course


AI Crash Course

Author: Hadelin de Ponteves

language: en

Publisher: Packt Publishing Ltd

Release Date: 2019-11-29


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Unlock the power of artificial intelligence with top Udemy AI instructor Hadelin de Ponteves. Key FeaturesLearn from friendly, plain English explanations and practical activitiesPut ideas into action with 5 hands-on projects that show step-by-step how to build intelligent softwareUse AI to win classic video games and construct a virtual self-driving carBook Description Welcome to the Robot World ... and start building intelligent software now! Through his best-selling video courses, Hadelin de Ponteves has taught hundreds of thousands of people to write AI software. Now, for the first time, his hands-on, energetic approach is available as a book. Starting with the basics before easing you into more complicated formulas and notation, AI Crash Course gives you everything you need to build AI systems with reinforcement learning and deep learning. Five full working projects put the ideas into action, showing step-by-step how to build intelligent software using the best and easiest tools for AI programming, including Python, TensorFlow, Keras, and PyTorch. AI Crash Course teaches everyone to build an AI to work in their applications. Once you've read this book, you're only limited by your imagination. What you will learnMaster the basics of AI without any previous experienceBuild fun projects, including a virtual-self-driving car and a robot warehouse workerUse AI to solve real-world business problemsLearn how to code in PythonDiscover the 5 principles of reinforcement learningCreate your own AI toolkitWho this book is for If you want to add AI to your skillset, this book is for you. It doesn't require data science or machine learning knowledge. Just maths basics (high school level).

Synapse AI Crash Course


Synapse AI Crash Course

Author: Darryl Jeffery

language: en

Publisher: Independently Published

Release Date: 2025-04-14


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Unlock the Future of Intelligent AI with Synapse AI Crash Course: A Comprehensive Guide for AI Developers to Maximize RAG 2.0 Efficiency with Minimal Code Changes on Habana Gaudi Are you ready to revolutionize your AI development journey and build next-generation, autonomous AI systems that think, adapt, and innovate like never before? Synapse AI Crash Course is your ultimate guide to mastering Retrieval-Augmented Generation (RAG 2.0) and leveraging the power of Habana Gaudi to create robust, context-aware, and intelligent AI agents with minimal coding effort. Whether you're a seasoned AI developer, a data scientist, or a tech innovator, this book delivers the tools, frameworks, and practical insights you need to stay ahead in the fast-evolving world of agentic AI. Dive into the cutting-edge world of RAG 2.0, the advanced evolution of Retrieval-Augmented Generation that supercharges large language models with unparalleled accuracy, context-awareness, and efficiency. With step-by-step tutorials, real-world case studies, and minimal-code strategies, you'll learn how to harness Synapse AI-a transformative approach to machine learning-and integrate it with Habana Gaudi's high-performance hardware to optimize multi-agent systems, cognitive frameworks, and autonomous generative AI. From building intelligent systems that retrieve and generate precise responses to deploying agentic AI in action, this book simplifies complex concepts and empowers you to create solutions that drive innovation. What You'll Discover Inside: Master RAG 2.0: Unlock the secrets of Retrieval-Augmented Generation to build AI agents that combine deep knowledge retrieval with creative generation, delivering smarter, more relevant outputs. Synapse AI Unveiled: Explore this powerful framework for AI development, designed to enhance machine learning and streamline agentic systems with minimal code changes. Habana Gaudi Advantage: Learn how to leverage Gaudi's cutting-edge hardware to accelerate RAG 2.0 performance, making your AI systems faster, cheaper, and more scalable. Multi-Agent Systems: Design collaborative AI agents that work together seamlessly, tackling complex tasks with cognitive frameworks and autonomous decision-making. Practical, Hands-On Guidance: Follow clear, step-by-step instructions to build robust AI agents, troubleshoot challenges, and optimize for real-world applications-no advanced coding required. Agentic AI in Action: See how RAG 2.0 powers autonomous systems in industries like healthcare, finance, and logistics, with case studies that inspire innovation. Why struggle with outdated methods or bloated codebases when you can achieve maximum efficiency with minimal effort? Synapse AI Crash Course bridges the gap between theory and practice, offering a practical guide to innovation that demystifies agentic AI and empowers you to create intelligent systems that shape the future. Whether you're optimizing large language models, exploring cognitive frameworks, or building autonomous AI for tomorrow, this book is your key to unlocking unparalleled performance and creativity. Don't miss out on the AI revolution. Grab your copy today and start mastering RAG 2.0, Synapse AI, and Habana Gaudi to build the intelligent, autonomous systems that will define the next era of innovation. The future is here-are you ready to lead it?

AI Crash Course


AI Crash Course

Author: Hadelin de Ponteves

language: en

Publisher:

Release Date: 2019-11-28


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This friendly and accessible guide to AI theory and programming in Python requires no maths or data science background. Key Features Roll up your sleeves and start programming AI models No math, data science, or machine learning background required Packed with hands-on examples, illustrations, and clear step-by-step instructions 5 hands-on working projects put ideas into action and show step-by-step how to build intelligent software Book Description AI is changing the world - and with this book, anyone can start building intelligent software! Through his best-selling video courses, Hadelin de Ponteves has taught hundreds of thousands of people to write AI software. Now, for the first time, his hands-on, energetic approach is available as a book. Taking a graduated approach that starts with the basics before easing readers into more complicated formulas and notation, Hadelin helps you understand what you really need to build AI systems with reinforcement learning and deep learning. Five full working projects put the ideas into action, showing step-by-step how to build intelligent software using the best and easiest tools for AI programming: Google Colab Python TensorFlow Keras PyTorch AI Crash Course teaches everyone to build an AI to work in their applications. Once you've read this book, you're only limited by your imagination. What you will learn Master the key skills of deep learning, reinforcement learning, and deep reinforcement learning Understand Q-learning and deep Q-learning Learn from friendly, plain English explanations and practical activities Build fun projects, including a virtual-self-driving car Use AI to solve real-world business problems and win classic video games Build an intelligent, virtual robot warehouse worker Who this book is for If you want to add AI to your skillset, this book is for you. It doesn't require data science or machine learning knowledge. Just maths basics (high school level).