Machine Learning for Streaming Data with Python - Rapidly build practical online machine learning solutions using River and other top key frameworks

Joos Korstanje

Sinopsis

Streaming data is the new top technology to watch out for in the field of data science and machine learning. As business needs become more demanding, many use cases require real-time analysis as well as real-time machine learning. This book will help you to get up to speed with data analytics for streaming data and focus strongly on adapting machine learning and other analytics to the case of streaming data.
You will first learn about the architecture for streaming and real-time machine learning. Next, you will look at the state-of-the-art frameworks for streaming data like River. Later chapters will focus on various industrial use cases for streaming data like Online Anomaly Detection and others. As you progress, you will discover various challenges and learn how to mitigate them. In addition to this, you will learn best practices that will help you use streaming data to generate real-time insights.
By the end of this book, you will have gained the confidence you need to stream data in your machine learning models.

Disponible desde: 15/07/2022.

Longitud de impresión: 258 páginas.

Ciencia y tecnología

Otros libros que te pueden interesar

Altcoins and Emerging...

Vivian Reyes

Are you prepared to explore the possibilities of new and developing cryptocurrencies and altcoins? Get access to a thorough guide that will enable you to make wise investment decisions and successfully navigate the fascinating world of alternative digital currencies.
With cryptocurrencies changing so quickly, the emergence of altcoins has opened up new opportunities. For individuals looking to diversify their cryptocurrency holdings beyond Bitcoin, "Altcoins and Emerging Cryptocurrencies: Exploring Altcoins- A Comprehensive Guide to Diversifying Your Crypto Portfolio" is an indispensable tool. Regardless of your experience as an investor or curiosity, this book will improve your understanding of altcoins and how they are changing the financial landscape.
Imagine a future in which you are equipped with the information and resources necessary to assess cryptocurrency projects confidently, diversify your investment portfolio, and take advantage of new possibilities as they present themselves. The nuances of altcoins, classifications, risk management, market trends, due diligence, and much more are covered in detail in this guide. With this information at your disposal, you can make wise choices that support your financial objectives.
Take the chance to set yourself up for success in the cryptocurrency space. The book "Altcoins and Emerging Cryptocurrencies: Exploring Altcoins- A Comprehensive Guide to Diversifying Your Crypto Portfolio" will help you make wise and calculated investment decisions. Dive into the exciting world of altcoin investing and set off on a path of exploration, empowerment, and development. Your cryptocurrency portfolio will appreciate the knowledge you've received from this extensive book.

Ver libro

Neonatology - Care of the Newborn

Ava Westwood

Neonatology is a specialized branch of medicine that focuses on the care of newborn infants, particularly those who are ill or premature. It plays a crucial role in ensuring the survival and well-being of newborns, especially in the first few days and weeks of life, which are critical for the infant’s long-term health. The field encompasses a wide range of conditions, from common newborn illnesses to complex and rare congenital disorders, and involves the expertise of neonatologists, nurses, respiratory therapists, and other medical professionals working collaboratively in neonatal intensive care units (NICUs). 
At birth, the infant undergoes a series of physiological changes, transitioning from the maternal environment to the external world. This period of adaptation is a defining feature of neonatology, where the neonatologist’s role is to manage any challenges that arise during this transition. This includes monitoring the newborn’s heart rate, breathing, and temperature regulation, as well as ensuring the baby is receiving adequate nutrition and support. 
Neonatology has advanced significantly over the past few decades, with improvements in neonatal care reducing mortality rates for preterm infants and those with congenital conditions. Innovations such as advanced respiratory support systems, better understanding of neonatal pharmacology, and the development of sophisticated monitoring techniques have drastically improved the chances of survival for critically ill newborns. These advancements have also contributed to a deeper understanding of the long-term effects of prematurity, low birth weight, and other neonatal complications on development.

Ver libro

Herbert Simms - An Architect for...

Lindie Naughton

Dublin's teeming slums, long regarded as the worst in Europe, were teetering on the brink of structural and sanitary public catastrophe during the early twentieth century. To tackle the crisis, Herbert Simms was appointed the city's first housing architect. During a sixteen-year period, from 1932 until 1948, Simms and his team planned, commissioned and built an astounding 17,000 homes –some as inner-city flat complexes, others as family houses in newly-created suburbs such as Crumlin and Cabra.
Like the city's acclaimed Georgian squares, the Simms-designed Corporation flats in particular have stood the test of time, injecting a touch of art deco and modernist glamour to neglected neighbourhoods. This comprehensive guide to the Simms buildings also highlights the many struggles with politicians and bureaucrats Simms and his staff experienced as they did their best to build well-designed, affordable housing for the people of Dublin.

Ver libro

Restless Spirits

ELISA J WILKINSON

Restless Spirits is a fascinating and compelling read by well-known ghost-hunter Elisa Wilkinson, author of Seeing is Believing. Recounting specific hauntings and numerous ghostly occurrences around Britain, this is the culmination of years of personal research and details crucial elements of the locations visited and the skeletal apparitions to unexplainable faces and plasmatic orbs seen there.This is a must read for the paranormal community, but the psychic phenomena detailed within will open a reader’s eyes up to the realities of the spirit world, effectively proving that ghosts do exist and are part of our daily lives. This book is sure to have you flicking pages long after bedtime…

Ver libro

Scrumban - Comprehensive Guide...

James Henry

Scrumban: Comprehensive Guide to Hybrid Agile Project Management is your ultimate resource for mastering the powerful blend of Scrum and Kanban. Designed for project managers, team leads, and agile practitioners, this book provides a clear and actionable path to implementing Scrumban in your organization. 
Discover how to harness the structure and efficiency of Scrum while incorporating the flexibility and continuous flow of Kanban. From setting up your workflow, managing tasks, and visualizing progress to maximizing team efficiency, Scrumban empowers teams to adapt to changing requirements and deliver consistently high-quality results. 
This guide covers everything from the basic principles of Scrum and Kanban to advanced Scrumban techniques, with practical examples and case studies to help you put theory into practice. Whether you're transitioning from a traditional agile framework or looking to optimize your current process, this book will show you how to streamline workflows, improve collaboration, and increase productivity. 
Unlock the full potential of hybrid agile project management with Scrumban: Comprehensive Guide to Hybrid Agile Project Management!

Ver libro

Unlock Potential: Secrets to...

Orson Trumbull

Unlock Your True Potential: Secrets for a Thriving Life
⭐⭐ Simplified Guide & Explanations Included ⭐⭐
Are you eager to advance in your career while broadening your understanding of personal growth and success?
In search of an all-encompassing guide that covers everything you need to transform your life and embrace your purpose?
Your quest ends here!
This guide is your ultimate resource for enhancing your insights, applying your newfound skills, and engaging in practical exercises. With this, you're set for a successful journey.
Updated for the latest insights into thriving in life.
Key features of this enriched guide:
- Profound insights into unlocking your potential and embracing purpose
- Detailed explanations of personal growth principles
- Effective strategies for deepening connections and achieving transformation
Our guide stands out with its thorough coverage, which is crucial for your journey of self-discovery. We go beyond the basics, diving deep into each concept with clarity and precision.
Please note that this guide operates independently and is not associated with any official organizations; it is solely designed for your personal benefit.
Crafted with a logical structure and accessible language, our guide ensures a seamless flow between topics. Bid farewell to complex jargon and embrace clear, precise, and technically accurate content.
So, why delay? Click the BUY NOW button, secure your guide, and embark on your transformative journey to a thriving life!
Take the first step towards a brighter future today!

Ver libro