Data-Centric Machine Learning with Python. The ultimate guide to engineering and deploying high-quality models based on good data

Jonas Christensen, Nakul Bajaj, Manmohan Gosada, Kirk D. Borne

In the rapidly advancing data-driven world where data quality is pivotal to the success of machine learning and artificial intelligence projects, this critically timed guide provides a rare, end-to-end overview of data-centric machine learning (DCML), along with hands-on applications of technical and non-technical approaches to generating deeper and more accurate datasets.This book will help you understand what data-centric ML/AI is and how it can help you to realize the potential of ‘small data’. Delving into the building blocks of data-centric ML/AI, you’ll explore the human aspects of data labeling, tackle ambiguity in labeling, and understand the role of synthetic data. From strategies to improve data collection to techniques for refining and augmenting datasets, you’ll learn everything you need to elevate your data-centric practices. Through applied examples and insights for overcoming challenges, you’ll get a roadmap for implementing data-centric ML/AI in diverse applications in Python.By the end of this book, you’ll have developed a profound understanding of data-centric ML/AI and the proficiency to seamlessly integrate common data-centric approaches in the model development lifecycle to unlock the full potential of your machine learning projects by prioritizing data quality and reliability.

Datadog Cloud Monitoring Quick Start Guide. Proactively create dashboards, write scripts, manage alerts, and monitor containers using Datadog

Thomas Kurian Theakanath

Datadog is an essential cloud monitoring and operational analytics tool which enables the monitoring of servers, virtual machines, containers, databases, third-party tools, and application services. IT and DevOps teams can easily leverage Datadog to monitor infrastructure and cloud services, and this book will show you how.The book starts by describing basic monitoring concepts and types of monitoring that are rolled out in a large-scale IT production engineering environment. Moving on, the book covers how standard monitoring features are implemented on the Datadog platform and how they can be rolled out in a real-world production environment. As you advance, you'll discover how Datadog is integrated with popular software components that are used to build cloud platforms. The book also provides details on how to use monitoring standards such as Java Management Extensions (JMX) and StatsD to extend the Datadog platform. Finally, you'll get to grips with monitoring fundamentals, learn how monitoring can be rolled out using Datadog proactively, and find out how to extend and customize the Datadog platform.By the end of this Datadog book, you will have gained the skills needed to monitor your cloud infrastructure and the software applications running on it using Datadog.

Data-oriented Development with AngularJS

Manoj Waikar, Manoj M Waikar

Daughters of Destiny

L. Frank Baum

Danger, intrigue, and adventure await you in one of L. Frank Baums rarest works! Baum published the novel under the pen name Schuyler Staunton, one of his several pseudonyms (Baum arrived at the name by adding one letter to the name of his late maternal uncle, Schuyler Stanton). Daughters of Destiny unfolds in the Middle Eastern country of Baluchistan and is an exciting page-turner from start to finish. Conflict occurs when the American Construction Syndicate wants to build a railroad across a city in Pakistan, as part of their plans for global development. The company appoints a commission, headed by Colonel Piedmont Moore, to obtain the right of way from the Baluchi ruler. What follows is a complex but tightly-woven plot that involves subterfuge and conspiracy, poisonings and attempted assassinations, sword fights and a pursuit in the desert, a scheming femme fatale, disguises and false identities all the ingredients of melodrama.

Dave Dashaway, Air Champion. Or Wizard-Work in the Clouds

Roy Rockwood

Never was there a more clever young aviator than Dave Dashaway, and all up-to-date youths will be will surely wish to hear about about him. In this, the last volume of the Dave Dashaway adventure series, Dave, with the assistance of his loyal chum Hiram Dobbs, makes several daring trips, and then enters a contest for a big prize. They are preparing for a new aerial contest, but competition is fierce, and dirty! An old enemy lurks in the shadows, sending spies and saboteurs. An aviation tale thrilling in the extreme. Add some new friends and a diamond thief into the mix, and youre in for another exciting Dave Dashaway adventure! Written by Weldon J. Cobb under the Stratemeyer Syndicate pseudonym Roy Rockwood. A highly entertaining literature being written for young readers.

Dave Dashaway And His Giant Airship. Or a Marvellous Trip Across the Atlantic

Roy Rockwood

Roy Rockwood was a house pseudonym used for boys adventure books, including Bomba the Jungle Boy. The Dave Dashaway series focused on aerial adventures. Dave Dashaway continues to explore new horizons and to stay one step ahead of his nemesis! In Dave Dashaway and His Giant Airship or A Marvelous Trip Across the Atlantic Dave Dashaway is back, this time trying to beat Jerry Dawson in an airship race across the Atlantic Ocean, avoiding armed gunmen, fire, sharks, and all of the dangers of the open skies. From ghosts to stowaways, you wont want to stop until Daves feet are safely on solid ground. How the giant airship was constructed and how the daring young aviator and his friends made the hazardous journey through the clouds from the new world to the old, is told in a way to hold the reader spellbound.

Dave Dashaway and His Hydroplane. Or Daring Adventures over the Great Lakes

Roy Rockwood

Running an airship took nerve, steadiness of purpose, a definite, concrete way of looking at things. Dave knew in his own mind that the Drifter was each hour speeding farther and farther away from the haunts of men. He recalled the old adage, however, which says the more haste the less speed, and he determined to stick to the plan he had mentally outlined at the start. In Dave Dashaway and His Hydroplane, Dave is called in to assist in the recovery of a hydro-aeroplane, or as we would know it, a seaplane. Criminals have already figured out how to use this exciting new invention for evil, and Dave must nip it in the bud! This second volume of the series shows how Dave continued his career as a birdman and had many adventures over the Great Lakes, and how he foiled the plans of some Canadian smugglers.

Dave Dashaway around the World. Or a Young Yankee Aviator among Many Nations

Roy Rockwood

Weldon J. Cobb was a staff writer for the Stratemeyer Syndicate, a book packaging company that specialized in juvenile fiction. Under the pseudonym Roy Rockwood, Cobb authored the Dave Dashaway series of books that appeared between the years 1913 and 1915. In the tradition of the Bobbsey Twins and the Hardy Boys, Dave Dashaway continues to explore new horizons and to stay one step ahead of his nemesis! In this fourth volume of the series, Dave Dashaway and his friends are off on a race around the world. What heroic adventures will they find this time? An absorbing tale of a great air flight around the world, of adventures in Alaska, Siberia and elsewhere. A nostalgic picture of how the imaginations of children in the early twentieth century anticipated the accomplishments of the future.

Dave Dashaway, the Young Aviator. Or in the Clouds for Fame and Fortune

Roy Rockwood

In the tradition of the Bobbsey Twins and the Hardy Boys, Dave Dashaways adventures continue with a race around the world! Created by the Stratemeyer Syndicate and issued under their popular house name Roy Rockwood from 1913 to 1915, Dave Dashaway is a five volume series of aviation adventure tales for boys. Never was there a more clever young aviator than Dave Dashaway, and all up-to-date lads will surely wish to make his acquaintance. In his very first story we find out how the hero ran away from his miserly and cruel guardian, met, befriended and fell in with a successful airman, and became a young aviator of note. Its a good old fashioned tale about an adventurous boy at the dawn of the aviation age. Theres impossible coincidences, dastardly villains, and a young hero determined to do right.

Dave Fearless and the Cave of Mystery

Roy Rockwood

No manly boy ever grows tired of sea stories there is an irresistible fascination about them, and they are a recreation to the mind. A tale of being adrift on the Pacific Ocean, with Dave discovering a mysterious cave. Full of startling incident, clever dialogue, admirable descriptions of sky and water in all their aspects, and plenty of fun. Originally written for young men, this adventure tale is great reading for the whole family. The four-volume Deep Sea series was published in the 1900s by Roy Rockwood. Roy Rockwood was a house pseudonym used by the Stratemeyer Syndicate for boys adventure books. Created by Edward Stratemeyer, the Stratemeyer Syndicate was the first book packager to have its books aimed at children, rather than adults.

David Blaize

E.F. Benson

This story is about school life, friendship and growing up at the end of the 19th century. The novel contains a mixture of everything. It is filled with humor, wit and rich details. The novel tells about the experience of our main character, starting with preparatory school and ending with the College of Marchester. The reader is experiencing the trials and victories of the protagonist.This story is about school life, friendship and growing up at the end of the 19th century. The novel contains a mixture of everything. It is filled with humor, wit and rich details. The novel tells about the experience of our main character, starting with preparatory school and ending with the College of Manchester. The reader is experiencing the trials and victories of the protagonist.

David Blaize and the Blue Door

E.F. Benson

To forget about the real world the dream of every person. There are times when you want to feel something fantastic. A little boy had this dream. In a dream, he wanted to see his living parents and enjoy this time. The boys began to experience drowsiness around the time when they were ten years old, although they could still have random waking moments, and soon after that they would fall asleep and lose all chance of ever seeing the real world.

David Copperfield

Charles Dickens

Cette histoire parle de méthodes déducation barbares. David est né a moitié orphelin. Au début, le garçon a grandi entouré de lamour de sa mere et de sa nourrice, mais avec lavenement de son beau-pere, un tyran tetu qui considere lenfant comme son fardeau, il a du oublier son ancienne vie. Beau-pere a décidé déduquer David par des méthodes grossieres.

David Copperfield

David Copperfield on Charles Dickensin romaani, joka ilmestyi 1850. Useimpien Dickensin romaanien tavoin se ilmestyi aluksi sarjana. David Copperfield on niin kutsuttu kasvuromaani, joka seuraa päähenkilön elämää syntymästä lähtien. Monet sen tapahtumat ovat peräisin Dickensin omasta elämästä, ja sanotaankin että se on Dickensin romaaneista omaelämäkerrallisin.

David Copperfield

Charles Dickens

David Copperfield is the story of a young mans adventures on his journey from an unhappy and impoverished childhood to the discovery of his vocation as a successful novelist. Among the gloriously vivid cast of characters he encounters are his tyrannical stepfather, Mr Murdstone; his formidable aunt, Betsey Trotwood; the eternally humble yet treacherous Uriah Heep; frivolous, enchanting Dora; and the magnificently impecunious Micawber, one of literatures great comic creations.

David Copperfield

Charles Dickens

David Copperfield - a novel by Charles Dickens, an English writer who is regarded by many as the greatest novelist of the Victorian era.   The novel features the character David Copperfield, and is written in the first person, as a description of his life until middle age, with his own adventures and the numerous friends and enemies he meets along his way. It is his journey of change and growth from infancy to maturity, as people enter and leave his life and he passes through the stages of his development.