Healthcare Analytics Made Simple. Techniques in healthcare computing using machine learning and Python

Vikas (Vik) Kumar, Shameer Khader

In recent years, machine learning technologies and analytics have been widely utilized across the healthcare sector. Healthcare Analytics Made Simple bridges the gap between practising doctors and data scientists. It equips the data scientists’ work with healthcare data and allows them to gain better insight from this data in order to improve healthcare outcomes.This book is a complete overview of machine learning for healthcare analytics, briefly describing the current healthcare landscape, machine learning algorithms, and Python and SQL programming languages. The step-by-step instructions teach you how to obtain real healthcare data and perform descriptive, predictive, and prescriptive analytics using popular Python packages such as pandas and scikit-learn. The latest research results in disease detection and healthcare image analysis are reviewed.By the end of this book, you will understand how to use Python for healthcare data analysis, how to import, collect, clean, and refine data from electronic health record (EHR) surveys, and how to make predictive models with this data through real-world algorithms and code examples.

Lalka

Bolesław Prus

Lalka – powieść społeczno-obyczajowa Bolesława Prusa opublikowana w odcinkach w latach 1887–1889 w Warszawie w dzienniku „Kurier Codzienny”.

Child of Storm

H. Rider Haggard

Allan Quatermain helps his friend from Zulu Saduko win 100 cattle to buy his real love for Mameena. However, Mameena wants to marry another man Allan Quatermain. This is a first-class adventure with increasing intrigue that will interest the reader. The story, where everything is combined: war, politics and sex.

Black Beauty - With Audio Level 4 Oxford Bookworms Library

Sewell, Anna

A level 4 Oxford Bookworms Library graded reader. This version includes an audio book: listen to the story as you read. Retold for Learners of English by John Escott. When Black Beauty is trained to carry a rider on his back, or to pull a carriage behind him, he finds it hard at first. But he is lucky - his first home is a good one, where his owners are kind people, who would never be cruel to a horse. But in the nineteenth century many people were cruel to their horses, whipping them and beating them, and using them like machines until they dropped dead. Black Beauty soon finds this out, and as he describes his life, he has many terrible stories to tell.

Starr of the Desert

B.M. Bower

In the aftermath of their fathers death, two orphans set out for the wild desert lands of New Mexico with a plan to eke out a living on a goat ranch. Helen May and her brother Vic should moved to this desert after their father arranges to buy property there, to save Helen May from the TB which is threatening her health. Soon after arriving at their destination, the pair strikes up an acquaintance with a mysterious fellow who goes by the name of Starr. Is he a true friend, or does he have a nefarious plan in mind? Read Starr, of the Desert to find out. A New Mexico ranch story of mystery and adventure.

Hands-On Machine Learning with IBM Watson. Leverage IBM Watson to implement machine learning techniques and algorithms using Python

James D. Miller

IBM Cloud is a collection of cloud computing services for data analytics using machine learning and artificial intelligence (AI). This book is a complete guide to help you become well versed with machine learning on the IBM Cloud using Python. Hands-On Machine Learning with IBM Watson starts with supervised and unsupervised machine learning concepts, in addition to providing you with an overview of IBM Cloud and Watson Machine Learning. You'll gain insights into running various techniques, such as K-means clustering, K-nearest neighbor (KNN), and time series prediction in IBM Cloud with real-world examples. The book will then help you delve into creating a Spark pipeline in Watson Studio. You will also be guided through deep learning and neural network principles on the IBM Cloud using TensorFlow. With the help of NLP techniques, you can then brush up on building a chatbot. In later chapters, you will cover three powerful case studies, including the facial expression classification platform, the automated classification of lithofacies, and the multi-biometric identity authentication platform, helping you to become well versed with these methodologies.By the end of this book, you will be ready to build efficient machine learning solutions on the IBM Cloud and draw insights from the data at hand using real-world examples.

Stawiam na Tolka Banana

Adam Bahdaj

Julek - znudzony wakacjami chłopiec z dobrego domu trafia do Klondike, meliny Cegiełki, Filipka, Cygana i Karioki - jedynej spódniczki w gangu. Nie chcą go - nie pasuje do ich paczki spod ciemnej gwiazdy. Tylko Cegiełka, ten, którego ojciec pije jak bąk, lituje się nad Julkiem i wpycha do paczki. Dwie akcje i już Julek czuje się jak nowo narodzony. I gotowy do współpracy z tajemniczym szefem bandy - Tolkiem Bananem.

Build Supercomputers with Raspberry Pi 3. A step-by-step guide that will enhance your skills in creating powerful systems to solve complex issues

Carlos R. Morrison

Author Carlos R. Morrison (Staff Scientist, NASA) will empower the uninitiated reader to quickly assemble and operate a Pi3 supercomputer in the shortest possible time. The lifeblood of a supercomputer, the MPI code, is introduced early, and sample MPI code provides additional practice opportunities for you to test the effectiveness of your creation. You will learn how to configure various nodes and switches so that they can effectively communicate with each other. By the end of this book, you will have successfully built a supercomputer and the various applications related to it.