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

The Roadmap to AI Mastery: A Guide to Building and Scaling Projects
Title The Roadmap to AI Mastery: A Guide to Building and Scaling Projects PDF eBook
Author Somdip Dey
Publisher Somdip Dey
Total Pages 70
Release
Genre Computers
ISBN

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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 Trilogy

AI Mastery Trilogy
Title AI Mastery Trilogy PDF eBook
Author Andrew Hinton
Publisher Book Bound Studios
Total Pages 309
Release
Genre Business & Economics
ISBN 1761590073

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Dive into the "AI Mastery Trilogy," the ultimate collection for professionals seeking to conquer the world of artificial intelligence (AI). This 3-in-1 compendium is meticulously crafted to guide you from the foundational principles of AI to the intricate mathematical frameworks and practical coding applications that will catapult your expertise to new heights. Book 1: "AI Basics for Managers" by Andrew Hinton is your gateway to understanding and implementing AI in business. It equips managers with the knowledge to navigate the AI landscape, identify opportunities, and lead their organizations toward a future of innovation and growth. Book 2: "Essential Math for AI" demystifies the mathematical backbone of AI, offering a deep dive into the core concepts that fuel AI systems. From linear algebra to game theory, this book is a treasure trove for anyone eager to grasp the numerical and logical foundations that underpin AI's transformative power. Book 3: "AI and ML for Coders" is the hands-on manual for coders ready to harness AI and machine learning in their projects. It provides a comprehensive overview of AI and ML technologies, practical coding advice, and ethical considerations, ensuring you're well-equipped to create cutting-edge, responsible AI applications. The "AI Mastery Trilogy" is more than just a set of books; it's a comprehensive learning journey designed to empower business leaders, mathematicians, and coders alike. Whether you're looking to lead, understand, or build the future of AI, this collection is an indispensable resource for mastering the art and science of one of the most exciting fields in technology. Embrace the AI revolution and secure your copy of the "AI Mastery Trilogy" today!

AI Product Management

AI Product Management
Title AI Product Management PDF eBook
Author Kumar Vishwesh
Publisher Independently Published
Total Pages 0
Release 2022-12-23
Genre
ISBN

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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"

MLOps Explained

MLOps Explained
Title MLOps Explained PDF eBook
Author Louie Hawking
Publisher Independently Published
Total Pages 0
Release 2023-03-28
Genre
ISBN

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"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

Introducing MLOps

Introducing MLOps
Title Introducing MLOps PDF eBook
Author Mark Treveil
Publisher O'Reilly Media
Total Pages 186
Release 2020-11-30
Genre Computers
ISBN 1098116445

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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

The Seven Figure Agency Roadmap

The Seven Figure Agency Roadmap
Title The Seven Figure Agency Roadmap PDF eBook
Author Josh Nelson
Publisher Josh Nelson
Total Pages 252
Release 2019-10-29
Genre Business & Economics
ISBN 1703385454

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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

The DevOps Handbook

The DevOps Handbook
Title The DevOps Handbook PDF eBook
Author Gene Kim
Publisher IT Revolution
Total Pages 515
Release 2016-10-06
Genre Business & Economics
ISBN 194278807X

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Increase profitability, elevate work culture, and exceed productivity goals through DevOps practices. More than ever, the effective management of technology is critical for business competitiveness. For decades, technology leaders have struggled to balance agility, reliability, and security. The consequences of failure have never been greater―whether it's the healthcare.gov debacle, cardholder data breaches, or missing the boat with Big Data in the cloud. And yet, high performers using DevOps principles, such as Google, Amazon, Facebook, Etsy, and Netflix, are routinely and reliably deploying code into production hundreds, or even thousands, of times per day. Following in the footsteps of The Phoenix Project, The DevOps Handbook shows leaders how to replicate these incredible outcomes, by showing how to integrate Product Management, Development, QA, IT Operations, and Information Security to elevate your company and win in the marketplace.