199 Big Machines
Author: Jessica Greenwell
Publisher:
Published: 2018-08
Total Pages: 16
ISBN-13: 9781474952262
DOWNLOAD EBOOK →Synopsis coming soon.......
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Big Book of Big Machines
Author: Minna Lacey
Publisher:
Published: 2017-03-01
Total Pages: 16
ISBN-13: 9781474928946
DOWNLOAD EBOOK →Open out the giant fold-out pages to find out about some of the world's biggest, strongest and tallest machines. Full of the world’s biggest machines found on building sites, farms, airports and dockyards including one of the biggest machines ever, the bucket-wheel excavator used in mining. For the biggest of machines, the book includes two giant foldout pages. This attractive picture book format replaces the original board book format, ISBN 9781409507314.
199 Things on the Farm
Author: Holly BATHIE
Publisher:
Published: 2018-03
Total Pages: 16
ISBN-13: 9781474936910
DOWNLOAD EBOOK →This beautifuly illustrated picture word book contains exactly 199 labelled images of things to be found on a farm. Lots to look at and talk about, this is a great way to extend and broaden children's vocabulary and knowledge of different environments. A neat and practical format, perfect for taking on holiday. Part of the '199 Things' series, which includes '199 Things under the sea', '199 Things in the Garden' and '199 Animals'.
199 Ships and Boats
Author: Kristie Pickersgill
Publisher:
Published: 2021
Total Pages: 0
ISBN-13: 9781474986526
DOWNLOAD EBOOK →199 clear, labelled illustrations of a variety of waterborne vessels. Find out about the amazing array of ships and boats that sail our oceans and waterways from rowing boats and kayaks to huge luxury liners. Themes include famous ships, sailing ships, all kinds of boats, battleships, submarines and lots more. Great for developing vocabulary and language skills.
Mathematics for Machine Learning
Author: Marc Peter Deisenroth
Publisher: Cambridge University Press
Published: 2020-04-23
Total Pages: 392
ISBN-13: 1108569323
DOWNLOAD EBOOK →The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics. These topics are traditionally taught in disparate courses, making it hard for data science or computer science students, or professionals, to efficiently learn the mathematics. This self-contained textbook bridges the gap between mathematical and machine learning texts, introducing the mathematical concepts with a minimum of prerequisites. It uses these concepts to derive four central machine learning methods: linear regression, principal component analysis, Gaussian mixture models and support vector machines. For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help build intuition and practical experience with applying mathematical concepts. Every chapter includes worked examples and exercises to test understanding. Programming tutorials are offered on the book's web site.
Out Of Control
Author: Kevin Kelly
Publisher: Basic Books
Published: 2009-04-30
Total Pages: 528
ISBN-13: 078674703X
DOWNLOAD EBOOK →Out of Control chronicles the dawn of a new era in which the machines and systems that drive our economy are so complex and autonomous as to be indistinguishable from living things.
199 Things on the Road
Author: Jessica Greenwell
Publisher:
Published: 2019-08-08
Total Pages: 16
ISBN-13: 9781474968119
DOWNLOAD EBOOK →This engaging picture reference book contains exactly 199 things on the road. Children will love spotting and talking about all the different sorts of cars, trucks, bikes, tractors and emergency vehicles. Themes include: 'All kinds of cars', 'In the city' and 'At the farm'. Improves vocabulary with 199 labelled illustrations, ranging from familiar vehicles to more unusual ones. Doubles as a 'spotter's guide'. Children can look out for all the things in the book on car journeys and on holiday. Part of the '199 Things' series, which includes '199 Things Under the Sea' and '199 Things on the Farm'.
199 Animals
Author: Holly Bathie
Publisher:
Published: 2016-08
Total Pages: 0
ISBN-13: 9781474922135
DOWNLOAD EBOOK →Children need to add lots of words to their spoken vocabularly and this fantastic look-and-talk book will provide them with plenty of opportunities to do so. Images borrowed from Usborne's 1,000 Things...series are collected here in a compact, simplified series for younger children. Thin board will withstand constant use.
Interpretable Machine Learning
Author: Christoph Molnar
Publisher: Lulu.com
Published: 2020
Total Pages: 320
ISBN-13: 0244768528
DOWNLOAD EBOOK →This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.
Understanding Machine Learning
Author: Shai Shalev-Shwartz
Publisher: Cambridge University Press
Published: 2014-05-19
Total Pages: 415
ISBN-13: 1107057132
DOWNLOAD EBOOK →Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying their usage.
