› › The Roadmap To Ai Mastery A Guide To Building And Scaling Projects

The Roadmap to AI Mastery: A Guide to Building and Scaling Projects

Author : Somdip Dey

Publisher : Somdip Dey

Page : 70 pages

File Size : 19,33 MB

Release :

Category : Computers

ISBN :

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Book Description

Are you a project or product manager or a tech enthusiast with little to no technical background in AI, but interested in harnessing the power of AI for your company's success? "The Roadmap to AI Mastery: A Guide to Building and Scaling Projects" is the perfect starting point for you. This practical guide, targeted towards project managers, product managers, and AI enthusiasts with non-technical backgrounds, covers everything from the introductory fundamentals of AI to selecting the right framework, creating AI models, overcoming common challenges, and more. Using real-world examples and a friendly tone, this book will help you gain introductory foundational understanding and confidence in building and scaling AI projects for your company's business goals. Don't wait to start your journey to AI mastery.



AI Mastery

Author : Yedukondalu Chary

Publisher : Independently Published

Page : 0 pages

File Size : 16,62 MB

Release : 2023-01-15

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ISBN :

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Book Description

"AI Mastery: The Essential Guide to Building Intelligent Systems" is a comprehensive guide to understanding and implementing artificial intelligence in the real world. Whether you're a beginner looking to learn the basics or an experienced professional looking to expand your knowledge, this book has something for you. Inside, you'll find a wealth of information on the key concepts and techniques used in AI, from supervised and unsupervised learning, to deep learning and reinforcement learning. You'll learn about the different types of neural networks and how to train and evaluate them. You'll also discover the latest techniques for data preprocessing, model selection, and parameter tuning. But this book is more than just a collection of technical information. It also provides practical guidance on how to implement AI in your organization, with a focus on ethical considerations and responsible AI. You'll learn about the best practices for identifying and solving problems, gathering data, and deploying and maintaining models. Whether you're a data scientist, software engineer, or business leader, this book will help you understand the power of AI and how to harness it to achieve your goals. With clear explanations, real-world examples, and hands-on exercises, "AI Mastery" is the essential guide to building intelligent systems. So, dive in and start your journey towards AI mastery today! "AI Mastery: The Essential Guide to Building Intelligent Systems" is a comprehensive and in-depth guide to understanding and implementing artificial intelligence. Written by experts in the field, this book covers everything from the basics of machine learning and neural networks to advanced techniques such as deep learning and reinforcement learning. It is perfect for anyone who wants to understand and apply AI in real-world applications, from students and researchers to data scientists and engineers. With clear explanations, practical examples, and hands-on exercises, this book is a must-read for anyone looking to master the field of AI."



MLOps Explained

Author : Louie Hawking

Publisher : Independently Published

Page : 0 pages

File Size : 49,41 MB

Release : 2023-03-28

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ISBN :

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Book Description

"Revolutionize your AI projects with cutting-edge MLOps strategies." "Unleash the full potential of AI with MLOps mastery." "The essential blueprint for AI-driven innovation" _______________ Learn to unlock the true potential of machine learning in modern enterprises. This is your comprehensive roadmap to mastering MLOps, the groundbreaking discipline that bridges the gap between data science and software engineering. Unravel the secrets behind seamless collaboration, efficient workflows, and high-impact AI-driven solutions as you delve into the world of MLOps. Learn best practices for integrating machine learning models into your software pipeline, optimizing model deployment, and monitoring performance in real-time. With expert insights, practical tools, and cutting-edge techniques, "ML Ops Explained: The Art of Scaling AI" is an indispensable resource for software engineers, data scientists, and IT managers alike. Get ready to transform the way you build, deploy, and maintain AI-powered solutions with this essential guide, and scale your AI projects to new heights! _______________ Topics covered include: Building end-to-end AI pipelines: From data collection to model deployment. Addressing hidden technical debt in machine learning systems Automated testing and validation for machine learning models Performance metrics, data drift, and A/B testing. Future trends and challenges for MLOps and DevOps



AI Product Management

Author : Kumar Vishwesh

Publisher : Independently Published

Page : 0 pages

File Size : 13,20 MB

Release : 2022-12-23

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ISBN :

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Book Description

Artificial intelligence (AI) is revolutionizing the way we do business, and AI product management is at the forefront of this transformation. In this practical guide, you'll learn the skills and strategies needed to successfully develop, launch, and scale AI products. We'll start by introducing you to the role of an AI product manager and the importance of AI in today's business landscape. From there, you'll learn how to understand the AI ecosystem and identify the right use cases for your AI product. You'll also discover how to build and manage an interdisciplinary team, design and develop an AI product, and launch and market it effectively. Throughout the book, you'll find real-world examples and best practices for growing and scaling your AI product. Whether you're a product manager, engineer, data scientist, or entrepreneur, this book will provide you with the knowledge and tools you need to succeed in the exciting field of AI product management. Key topics covered include: Understanding the AI landscape and key players Developing an AI product roadmap Building and managing an AI product team Designing and developing an AI product Launching and marketing an AI product Growing and scaling an AI product"



AI Mastery: Advanced Artificial Intelligence Concepts, Book 3

Author : Dizzy Davidson

Publisher : Pure Water Books

Page : 45 pages

File Size : 28,31 MB

Release : 2024-09-11

Category : Computers

ISBN :

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Book Description

Are you struggling to fully understand AI and automation? You’re not alone. Many grapple with the complexities of advanced AI concepts and their practical applications. But what if you could master these topics with ease? “AI Mastery: Advanced Artificial Intelligence Concepts, Book 3” is your definitive guide to conquering advanced AI. This book demystifies complex algorithms, reinforcement learning, AI in robotics, and big data analytics, providing you with the knowledge and tools to excel. Benefits of reading this book: Deep Dive into Advanced Algorithms: Understand and implement sophisticated machine learning algorithms. Master Reinforcement Learning: Learn key concepts and see real-world applications. Integrate AI with Robotics: Explore how AI enhances robotic systems through detailed case studies. Harness Big Data: Discover the role of AI in big data analytics and the tools to leverage it. This book is an essential resource for anyone looking to advance their AI knowledge. Whether you’re a student, professional, or enthusiast, “AI Mastery” offers hands-on projects and bonus content to solidify your expertise. Why this book? Comprehensive Coverage: From advanced algorithms to big data, this book covers all critical areas. Practical Insights: Real-world examples and case studies make complex concepts accessible. Expert Guidance: Learn from detailed explanations and expert insights. Get this book now to unlock the full potential of AI and automation. Transform your understanding and become an AI expert today! Viral Bullet Points Detailed study of advanced machine learning algorithms Comprehensive guide to reinforcement learning Integration of AI and robotics with real-world case studies Role of AI in big data analytics Hands-on advanced projects for practical experience Call to Action: Don’t miss out on mastering advanced AI concepts. Get your copy of “AI Mastery: Advanced Artificial Intelligence Concepts, Book 3” today and take your AI knowledge to the next level!



Scaling AI for Businesses A Complete Guide - 2019 Edition

Author : Gerardus Blokdyk

Publisher : 5starcooks

Page : 310 pages

File Size : 21,92 MB

Release : 2019-06-22

Category :

ISBN : 9780655803416

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Book Description

Is the Scaling AI for businesses organization completing tasks effectively and efficiently? If substitutes have been appointed, have they been briefed on the Scaling AI for businesses goals and received regular communications as to the progress to date? Do you combine technical expertise with business knowledge and Scaling AI for businesses Key topics include lifecycles, development approaches, requirements and how to make a business case? What is the kind of project structure that would be appropriate for your Scaling AI for businesses project, should it be formal and complex, or can it be less formal and relatively simple? What is your formula for success in Scaling AI for businesses ? This instant Scaling AI for businesses self-assessment will make you the assured Scaling AI for businesses domain authority by revealing just what you need to know to be fluent and ready for any Scaling AI for businesses challenge. How do I reduce the effort in the Scaling AI for businesses work to be done to get problems solved? How can I ensure that plans of action include every Scaling AI for businesses task and that every Scaling AI for businesses outcome is in place? How will I save time investigating strategic and tactical options and ensuring Scaling AI for businesses costs are low? How can I deliver tailored Scaling AI for businesses advice instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Scaling AI for businesses essentials are covered, from every angle: the Scaling AI for businesses self-assessment shows succinctly and clearly that what needs to be clarified to organize the required activities and processes so that Scaling AI for businesses outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Scaling AI for businesses practitioners. Their mastery, combined with the easy elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Scaling AI for businesses are maximized with professional results. Your purchase includes access details to the Scaling AI for businesses self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows you exactly what to do next. Your exclusive instant access details can be found in your book. You will receive the following contents with New and Updated specific criteria: - The latest quick edition of the book in PDF - The latest complete edition of the book in PDF, which criteria correspond to the criteria in... - The Self-Assessment Excel Dashboard - Example pre-filled Self-Assessment Excel Dashboard to get familiar with results generation - In-depth and specific Scaling AI for businesses Checklists - Project management checklists and templates to assist with implementation INCLUDES LIFETIME SELF ASSESSMENT UPDATES Every self assessment comes with Lifetime Updates and Lifetime Free Updated Books. Lifetime Updates is an industry-first feature which allows you to receive verified self assessment updates, ensuring you always have the most accurate information at your fingertips.



Introducing MLOps

Author : Mark Treveil

Publisher : "O'Reilly Media, Inc."

Page : 171 pages

File Size : 44,25 MB

Release : 2020-11-30

Category : Computers

ISBN : 1098116429

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Book Description

More than half of the analytics and machine learning (ML) models created by organizations today never make it into production. Some of the challenges and barriers to operationalization are technical, but others are organizational. Either way, the bottom line is that models not in production can't provide business impact. This book introduces the key concepts of MLOps to help data scientists and application engineers not only operationalize ML models to drive real business change but also maintain and improve those models over time. Through lessons based on numerous MLOps applications around the world, nine experts in machine learning provide insights into the five steps of the model life cycle--Build, Preproduction, Deployment, Monitoring, and Governance--uncovering how robust MLOps processes can be infused throughout. This book helps you: Fulfill data science value by reducing friction throughout ML pipelines and workflows Refine ML models through retraining, periodic tuning, and complete remodeling to ensure long-term accuracy Design the MLOps life cycle to minimize organizational risks with models that are unbiased, fair, and explainable Operationalize ML models for pipeline deployment and for external business systems that are more complex and less standardized



AI and education

Author : Miao, Fengchun

Publisher : UNESCO Publishing

Page : 50 pages

File Size : 41,77 MB

Release : 2021-04-08

Category : Political Science

ISBN : 9231004476

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Book Description

Artificial Intelligence (AI) has the potential to address some of the biggest challenges in education today, innovate teaching and learning practices, and ultimately accelerate the progress towards SDG 4. However, these rapid technological developments inevitably bring multiple risks and challenges, which have so far outpaced policy debates and regulatory frameworks. This publication offers guidance for policy-makers on how best to leverage the opportunities and address the risks, presented by the growing connection between AI and education. It starts with the essentials of AI: definitions, techniques and technologies. It continues with a detailed analysis of the emerging trends and implications of AI for teaching and learning, including how we can ensure the ethical, inclusive and equitable use of AI in education, how education can prepare humans to live and work with AI, and how AI can be applied to enhance education. It finally introduces the challenges of harnessing AI to achieve SDG 4 and offers concrete actionable recommendations for policy-makers to plan policies and programmes for local contexts. [Publisher summary, ed]



The Seven Figure Agency Roadmap

Author : Josh Nelson

Publisher : Josh Nelson

Page : 252 pages

File Size : 48,7 MB

Release : 2019-10-29

Category : Business & Economics

ISBN : 1703385454

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Book Description

The Seven Figure Agency Roadmap is the must-have resource for digital marketing agency owners. Increase your income, work when and how you want, get your clients get incredible results...... and live your desired lifestyle. The Seven Figure Agency is designed to solve these issues you may be experiencing such as: * Too many agencies hit an income ceiling, and never make the kind of money (or the kind of impact) that they are capable of. They get stuck at one of the 3 plateaus: Startup, Struggle or even Success * Most agencies blame themselves, and try to work on their MINDSET -- But nothing changes because it's not your mindset that's the problem. It's the MODEL that needs to change. * The model that you bought into when you started your agency business is completely unscalable (Manual prospecting to get a few leads, chasing prospects down rather than getting them to come to you... and living off of project revenue so there's never consistent income or time for you). * For the last 5 years, the author has been working with a select group of agencies, taking them from Struggle to Success, Scale and Significance. Josh Nelson has a very new approach and he shares the very best of what is working in his business & for the agencies he works with to build million dollar agencies. This book is essential reading for agencies of all types and experience-levels and is of particular value for anyone looking to start a digital marketing agency to short cut growing pains and accelerate their growth to Seven Figures & Beyond.Forget the old concept of a general, digital marketing agency that takes years to establish - there's no need to wait when you have The Seven Figure Agency Roadmap. Whether your dream is to control your schedule or earn six figures in a month, The Seven Figure Agency Roadmap is your manual.This set of turn-by-turn directions to building a digital agency teaches: * How Josh went from virtually bankrupt to running a hypergrowth agency that made the Inc 5000 list of fastest growing companies in the Untied States 4 years in a row * How to build the team that will manage the day-to-day operations * How top agency owners grow to seven figures within a year * How to add $5,000 in monthly recurring revenue to your agency every single month * How to rapidly establish authority in any niche, so clients ask to work with you When you purchase the book you get access to a workbook that help you put the ideas into action: * Multiple case studies & long form interviews with members of Seven Figure Agency Coaching who have grown their revenue to seven figures, hired teams to replace themselves, or sold their agencies for a nice profit * Josh's templates you can copy for setting goals, designing your marketing, and tracking performance * How the Seven Figure Agency principles create a life shaped to your goals



Artificial Intelligence Simplified

Author : Binto George

Publisher : CSTrends LLP

Page : 1 pages

File Size : 14,49 MB

Release : 2016-01-08

Category : Computers

ISBN : 1944708022

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Book Description

The book introduces key Artificial Intelligence (AI) concepts in an easy-to-read format with examples and illustrations. A complex, long, overly mathematical textbook does not always serve the purpose of conveying the basic AI concepts to most people. Someone with basic knowledge in Computer Science can have a quick overview of AI (heuristic searches, genetic algorithms, expert systems, game trees, fuzzy expert systems, natural language processing, super intelligence, etc.) with everyday examples. If you are taking a basic AI course and find the traditional AI textbooks intimidating, you may choose this as a “bridge” book, or as an introductory textbook. For students, there is a lower priced edition (ISBN 978-1944708016) of the same book. Published by CSTrends LLP.