The Machine Learning Solutions Architect Handbook - Practical strategies and best practices on the ML lifecycle system design MLOps and generative AI

David Ping

Synopsis

David Ping, Head of GenAI and ML Solution Architecture for global industries at AWS, provides expert insights and practical examples to help you become a proficient ML solutions architect, linking technical architecture to business-related skills.
You'll learn about ML algorithms, cloud infrastructure, system design, MLOps , and how to apply ML to solve real-world business problems. David explains the generative AI project lifecycle and examines Retrieval Augmented Generation (RAG), an effective architecture pattern for generative AI applications. You’ll also learn about open-source technologies, such as Kubernetes/Kubeflow, for building a data science environment and ML pipelines before building an enterprise ML architecture using AWS. As well as ML risk management and the different stages of AI/ML adoption, the biggest new addition to the handbook is the deep exploration of generative AI.
By the end of this book , you’ll have gained a comprehensive understanding of AI/ML across all key aspects, including business use cases, data science, real-world solution architecture, risk management, and governance. You’ll possess the skills to design and construct ML solutions that effectively cater to common use cases and follow established ML architecture patterns, enabling you to excel as a true professional in the field.

Disponible depuis: 15/04/2024.

Longueur d'impression: 602 pages.

Science et Technologie

D'autres livres qui pourraient vous intéresser

E-Commerce Growth

Trey Johnson

E-Commerce Growth: The Essential Guide on How to Boost Your Online Income. Discover Proven Tactics and Strategies on How to Earn $100 Per Day Online!Are you thinking of earning an extra income to supplement your main income? Or maybe you’re thinking of leaving your regular job and focusing entirely on an online business, may it be as an entrepreneur or a freelancer? Whatever your motivation, this audiobook has something for you. Don’t be fooled by those online ads that promise you will earn thousands of dollars with just 3hours of work per day. When you’re just starting out, you’re not going to make a great deal of money if you’re just working 30 minutes a day. But it is possible to build a good income online, and get started quickly as well.In this audiobook, you will learn twenty different ways you can get started on earning money online from the comfort of your own home. There are many options which can fit a wide variety of people with different skill sets. This audiobook will cover the following topics:- Become A Content Writer- Become A Blogger- Get Your Book Published On Amazon Kindle- Resell Popular Products- Become An Online Consultant Or Coach- Become A Translator-Sell Your Stuff On eBay- Become A Virtual Assistant- Become A Specialized Freelancer- And many more!You don’t even have to limit yourself to one work. You can definitely do two or more depending on the demands of each work and how well you manage your time, so that you can earn more. If you want to learn more, scroll up and click “add to cart” now!

Voir livre

Ultimate Modern jQuery for Web...

Laurence Svekis

Turbocharge Your Web Projects with Lightning-fast Element Manipulation, Fluid Animations, and Effortless AJAX Integration of jQuery
Book Description
Unlock the Full Potential of jQuery with this comprehensive resource crafted for web developers eager to excel in interactive web design and development.Beginning with an accessible introduction to jQuery syntax and integration, this book gradually immerses you in advanced concepts, including DOM manipulation and dynamic techniques. Explore the intricacies of jQuery's hide, show, and animation methods, revolutionizing your approach to web interactivity. Delve into manipulating element contents, inserting new elements, and mastering advanced DOM manipulation for dynamic and responsive web interfaces.
Engage in practical, hands-on projects, like crafting dynamic lists with interactive elements, to solidify your understanding and apply your skills in real-world scenarios. From event handling intricacies, including event bubbling and propagation, to mastering AJAX methods and callback options for responsive applications, every aspect is thoroughly covered.
By the book's conclusion, you'll possess a robust foundation in jQuery, equipped with practical experience in AJAX, event handling, and DOM manipulation, ready to conquer the challenges of modern web development with confidence.
Table of Contents
1. Getting Started with jQuery
2. Selection of Page Elements and DOM Element Selection jQuery
3. Element Hide and Show Methods and Animation Effects
4. Manipulating Element Contents and Inserting Elements
5. DOM Manipulation and Selection
6. jQuery Dynamic List Project - Interactive Elements
7. CSS Properties and Element Attribute
8. Traversing Page Elements
9. jQuery Data and Element Index Method
10. Handling Events with jQuery
11. Advanced Event Handling Techniques
12. jQuery AJAX Methods and Callback Options
Conclusion
Index

Voir livre

Environmental Engineering - The...

Phil Gilberts

Environmental engineering encompasses a broad range of disciplines, including but not limited to water resources engineering, air quality engineering, solid waste management, environmental chemistry, environmental microbiology, and ecological engineering. 
  
In water resources engineering, environmental engineers work on designing and managing systems for the treatment and distribution of drinking water, as well as the collection, treatment, and disposal of wastewater. They also deal with issues related to stormwater management, flood control, and erosion prevention. 
  
Air quality engineering focuses on monitoring and controlling air pollutants to minimize their impact on human health and the environment. This includes designing systems for industrial emissions control, developing strategies to reduce vehicle emissions, and assessing indoor air quality in buildings. 
  
Solid waste management involves the collection, recycling, treatment, and disposal of solid waste in an environmentally responsible manner. Environmental engineers work to minimize the generation of waste, promote recycling and composting, and manage hazardous waste streams safely.

Voir livre

The Politics of Urban...

Lyric Vale

Urban development has long been a critical component of economic and social growth worldwide. As populations continue to increase and cities expand, the planning, management, and policies surrounding urban spaces become ever more complex. Urban development encompasses the physical, economic, and social transformation of cities, focusing on housing, infrastructure, transportation, and public spaces, while also addressing broader issues such as economic disparity, environmental sustainability, and social justice. 
Historically, urbanization has been driven by industrialization, technological advancements, and shifts in global economic patterns. The migration of people from rural to urban areas in search of better job opportunities and living conditions has accelerated this process. As a result, cities have grown in both size and importance, becoming hubs for innovation, culture, and commerce. However, this growth has not come without challenges. Rapid urbanization often leads to overcrowded living conditions, increased pollution, traffic congestion, and the strain of public services. 
At the heart of urban development is the relationship between power, policy, and planning. Political decisions and governmental priorities often shape the trajectory of cities, influencing everything from zoning laws and land use to infrastructure development and housing affordability. In this context, urban planning becomes not just a technical exercise, but a deeply political one, with differing interests—ranging from developers and business leaders to community groups and activists—competing for influence. The way these decisions are made can either foster inclusivity and equity or exacerbate social inequalities.

Voir livre

Healing Hearts and Minds - A...

LCSW Tracy Livecchi, PhD Liza...

Congenital Heart Disease (CHD) is the most commonly diagnosed birth abnormality in the US. With great advances in surgery and medicine, however, survival rates have improved by 75% since the 1940s. With better medical care, babies born today with CHD have a good chance of surviving, but throughout their entire lives they can face surgeries, invasive treatments, lifelong monitoring, frequent medical check-ups, and significant limitations on physical activity, in addition to poor public awareness. Much attention has rightly been focused on providing their parents and caretakers with resources and information. 
 
 
 
Little attention, however, has been paid to the psychosocial impacts on these individuals, especially as they grow, mature, and become adults living with a serious, chronic medical condition. Prevalence rates for anxiety, depression, and PTSD are significantly higher (2-3x in some cases) for people living with CHD than the general adult population. Liza Morton and Tracy Livecchi are both mental health professionals who have developed a specialty in working with clients who have chronic medical conditions, and they are both themselves living with CHD. While their powerful personal stories are woven into the narrative, the book is focused on providing evidence-based coping and self-care skills for adults living with CHD.

Voir livre

From Outer Space to Inner Space...

Dr. Edgar Mitchell

The sixth man who walked on the moon shares his journey to the stars, into the mind, and beyond.
In February 1971, as Apollo 14 astronaut Edgar Mitchell hurtled Earthward through space, he was engulfed by a profound sense of universal connectedness. He intuitively sensed that his presence and that of the planet in the window were all part of a deliberate, universal process, and that the glittering cosmos itself was, in some way, conscious. The experience was so overwhelming, Mitchell knew his life would never be the same.
For the next thirty-five years, he embarked on another journey, an inward exploration of the ineffable mystery of human consciousness and being. Mitchell left NASA to form the Institute of Noetic Sciences (IONS). There he initiated research in areas of study previously neglected by mainstream science and constructed a theory that could explain not only the mysteries of consciousness, but also the psychic event—what spiritualists call a “miracle” and scientists dismiss altogether.
Mitchell also created a new dyadic model of reality, revealing a self-aware universe not predetermined by the laws of physics, preordained by deities, or infinitely malleable. While human actions are generally subject to the laws of physics, these laws are also influenced by the mind.
From Outer Space to Inner Space traces two remarkable journeys—one through space and one through the mind. Together they fundamentally alter the way we understand the miracle and mystery of being, and ultimately reveal humankind’s role in its own destiny.
Previously published as The Way of the Explorer, this edition includes a new foreword by Avi Loeb, an afterword by Dean Radin, and a postscript chapter by the author.

Voir livre