Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. The second edition of this popular guide adds comprehensive examples in Python, provides practical guidance on applying statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what’s important and what’s not.Many data science resources inco...

The seamanship classic you should have on-board when sailing in rough weatherAdlard Coles' Heavy Weather Sailing provides you with expert advice for when you venture out of sight of land, whether for racing or cruising. It gives a clear message of seamanlike design features, preparations, and tactics that you should consider against the time when it comes on to blow. It includes new how-to chapters on storm sails, taking shelter, and managing multihulls in...

«This is a splendidly lucid and readable book, a distinctive and a distinguished contribution to Nordic Studies.»(Colin Roth, Centre for Nordic Studies, University of Sheffield)«Eloquently narrates with precision and wit the fascinating story of how the objects and imagery of Danish architecture, design and lifestyle helped satisfy an appetite for novel and improved ways of living among British consumers during the postwar decades.»(Martin Søberg, Royal Danish Academy...

For over 50 years Heavy Weather Sailing has been regarded as the ultimate international authority on surviving storms at sea aboard sailing and motor vessels.In this book, former Commodore of the Ocean Cruising Club Martin Thomas brings together a wealth of expert advice from many of the great sailors of the present, including fresh accounts of yachts overtaken by extreme weather, from Ewan Southby-Tailyour, Alex Whitworth and Dag Pike to Larry and Lin Par...

Authoritative and readable, this excellent text, illustrated by a unique pictorial record of period architecture, surveys and examines how and why the architecture of pleasure related to the stylistic and ideological concerns of modernism in 1930s Britain.Responding to the current interest in modernism and packed with a substantial archive of high quality photographs and other documentation, it relates the professional, entrepreneurial and institutional infrastructures affecting th...

Lithium air rechargeable batteries are the best candidate for a power source for electric vehicles, because of their high specific energy density. In this book, the history, scientific background, status and prospects of the lithium air system are introduced by specialists in the field. This book will contain the basics, current statuses, and prospects for new technologies. This book is ideal for those interested in electrochemistry, energy storage, and materials science.

Step into the annals of history with "The History Teachers Magazine, Vol. I, No. 5, January 1910." This meticulously preserved volume offers an unparalleled glimpse into the past, providing a treasure trove of insights and perspectives from the minds of renowned historians. From ancient civilizations to modern-day events, this magazine delves into the complexities of human history, shedding light on the forces that have shaped our world. Prepare to embark on an enlightening journey through...

When the country falls, the hunt begins.The United States has shattered. After a devastating trade war, fewer than twenty states remain. Power is fractured. Infrastructure is crumbling. And for most, survival means trading bullets and barter.Lonn Peters, once a top detective in Honolulu, now scrapes by as a streetwise bounty hunter in the ruins of Hilo—guarding shops from gang rule, haunted by the badge he left behind. But when a mysterious job pulls him to the mainland, Lo...

What will the world look like in 30 years?After a massive trade war, the United States lies in financial ruin. Fewer than twenty states remain. New power structures are formed; most locals revert to the barter system. Although some traditional infrastructure remains, they hold on by a thread.Lonn Peters, a former detective for the Honolulu Police and a bounty hunter, is unemployed and is desperate to provide for his family. When an enticing offer lures him ...

Get the definitive handbook for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.10 and pandas 1.4, the third edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You'll learn the latest versions of pandas, NumPy, and Jupyter in the process.Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduct...

Data engineering has grown rapidly in the past decade, leaving many software engineers, data scientists, and analysts looking for a comprehensive view of this practice. With this practical book, you'll learn how to plan and build systems to serve the needs of your organization and customers by evaluating the best technologies available through the framework of the data engineering lifecycle.Authors Joe Reis and Matt Housley walk you through the data engineering lifecycle and show y...

Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements.Author Chip Huyen, co-founder of Claypot AI, considers each ...