Data Science from Scratch

Data Science from Scratch PDF Author: Joel Grus
Publisher: "O'Reilly Media, Inc."
ISBN: 1491904399
Category : Computers
Languages : en
Pages : 336

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Book Description
Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to dive into the discipline without actually understanding data science. In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out. Get a crash course in Python Learn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data science Collect, explore, clean, munge, and manipulate data Dive into the fundamentals of machine learning Implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering Explore recommender systems, natural language processing, network analysis, MapReduce, and databases

Data Science from Scratch

Data Science from Scratch PDF Author: Joel Grus
Publisher: "O'Reilly Media, Inc."
ISBN: 1491904399
Category : Computers
Languages : en
Pages : 336

Get Book Here

Book Description
Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to dive into the discipline without actually understanding data science. In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out. Get a crash course in Python Learn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data science Collect, explore, clean, munge, and manipulate data Dive into the fundamentals of machine learning Implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering Explore recommender systems, natural language processing, network analysis, MapReduce, and databases

The Last of Us and Philosophy

The Last of Us and Philosophy PDF Author: Charles Joshua Horn
Publisher: John Wiley & Sons
ISBN: 1394221932
Category : Philosophy
Languages : en
Pages : 231

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Book Description
Did Joel do the right thing when he saved Ellie? Are those infected by the Cordyceps conscious? Are communities necessary for human survival and flourishing? Should Ellie forgive Joel? Is Abby’s revenge morally justified? Is Ellie’s? The Last of Us franchise includes two of the best video games ever created and the critically acclaimed HBO series. Renowned for brilliant gameplay and world-class narrative, The Last of Us raises timeless and enduring philosophical questions. Beautiful, thrilling, and tragic, Ellie’s story of survival is as philosophical as it is profound. The Last of Us and Philosophy brings together an international team of philosophical experts and fans exploring the timeless questions raised by the video games and the show. Drawing insights ranging from Aristotle and Abby to Buddha and Bill, this book elucidates the roles that trust, community, love, justice, and hope play in The Last of Us. Twenty-four original essays cover both The Last of Us Part I and II and the HBO series, offering accessible and nuanced philosophical analysis of Naughty Dog’s amazing world. Whether you’re a fan of the video games or of the HBO series, The Last of Us and Philosophy will take you on a philosophical journey where you look for the light.

Bacon Grief

Bacon Grief PDF Author: Joel Shoemaker
Publisher:
ISBN:
Category : Children of clergy
Languages : en
Pages : 147

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Book Description
Charlie is a local who is accepted by his family, and Tim is the pastor's son newly arrived to town. Both teenagers join a Christian youth group and become friends. When they decide to explore a romantic relationship, Tim has to make a decision about reconciling his faith and sexuality.

Joel's Journeys

Joel's Journeys PDF Author: Lisa Maheu
Publisher: WestBow Press
ISBN: 1512750468
Category : Juvenile Fiction
Languages : en
Pages : 131

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Book Description
Joel befriends a gentle old man, named Mr. Walt, who invites Joel into his home to view the many artifacts Mr. Walt has collected throughout his lifetime. Each relic tells of a story that takes place from the many historical events that have shaped our world. This book takes Joel on a journey thorough time, the period reflecting on the Holocaust. Joel hears encounters from a young Jewish boy who experienced firsthand what it was like growing up Jewish and living in Germany during the reign of Adolf Hitler and his Nazi regime. Learning about Davids memoirs, Joel finds himself concerned for his friend Noah, who is also Jewish, and being harassed by some boys in school. Joel feels the only solution for his friend Noah is to avenge the boys who are bullying him. All the while, listening to Davids horrible experiences, Joel thinks David should also retaliate on the Germans. Join Joel as he takes on a journey from the past while experiencing problems of the present and learns to rely on Gods Amazing Grace for the future.

Always Eat After 7 PM

Always Eat After 7 PM PDF Author: Joel Marion
Publisher: BenBella Books
ISBN: 1948836777
Category : Health & Fitness
Languages : en
Pages : 398

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Book Description
Wall Street Journal Bestseller Based on surprising science, Always Eat After 7 PM debunks popular diet myths and offers an easy-to-follow diet that accelerates fat-burning and allows you to indulge in your most intense food cravings: Eating the majority of your calories at night. Conventional diet wisdom tells us we should avoid carbs, and have an early dinner, and never eat before bed. But the fact is, the latest scientific research just doesn't bear this out. In Always Eat After 7 PM: The Revolutionary Rule-Breaking Diet That Lets You Enjoy Huge Dinners, Desserts, and Indulgent Snacks—While Burning Fat Overnight, fitness expert, nutritionist, and bestselling author Joel Marion debunks the myths underlying traditional dieting and offers a simple, highly effective weight loss program. This three-phase plan shows dieters how to lose big by strategically eating big in the evening when we're naturally hungriest. The secret to sustained fat loss lies in a combination of intermittent fasting (IF), filling daytime meals with Volumizing Superfoods, and strategic hormone-regulating food combinations—before bed (including Super Carbs like potatoes and white rice!). The Always Eat After 7 PM plan consists of: • The 14-day Acceleration Phase to kick-start the program and see rapid results • The Main Phase where you'll learn exactly which foods to eat when in order to achieve your weight-loss goals • The Lifestyle Phase to keep the weight off for good You'll even be able to enjoy social dinners and dining out without restriction, satisfy nighttime hunger with fat-burning sweet and salty pre-bedtime snacks, and further indulge your cravings—and improve your results—with strategically timed cheat meals/days. With straightforward food lists, easy-to-follow meal plans, and delicious recipes for every phase, this is a simpler, step-by-step, more enjoyable way to lose weight without feeling restricted. In the end, it's every dieter's dream: now you should do what you've been told not to—always eat after 7 PM!

Malachi’s Use of Joel’s Day of the Lord

Malachi’s Use of Joel’s Day of the Lord PDF Author: Petronio M. Genebago
Publisher: Wipf and Stock Publishers
ISBN: 1666776130
Category : Religion
Languages : en
Pages : 147

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Book Description
The Day of the Lord texts of Malachi (Mal 3:2, 7; 4:5) demonstrate that he seems to allude to Joel's Day of the Lord (2:11, 13, 31 [MT 3:4]). Malachi's Day of the Lord seems to have a strong inner-biblical relationship with the Day of the Lord motif of Joel. A significant interpretive loss is committed when allusion is recognized in the source text but ignored and not explored. Thus, the passages themselves call for an inner-biblical allusion study. In addition, the interpretive significance of Joel's Day of the Lord in Malachi has not been investigated comprehensively as the review of literature and intertextual and inner-biblical studies on Malachi validated. Thus, these are the interrelated questions: (a) "What are the criteria to verify the inner-biblical connection between Malachi and Joel on the Day of the Lord?" (b) "How did Malachi use Joel's Day of the Lord motif?" (c) "How did Malachi develop the Day of the Lord theme in his book?" There are three purposes of this study. The first is to identify objective criteria to verify the inner-biblical connection between Malachi and Joel on the Day of the Lord. The second is to determine how Malachi used Joel's Day of the Lord motif. The last is to ascertain how Malachi developed the Day of the Lord theme in his book.

NKJV, Open Bible

NKJV, Open Bible PDF Author: Thomas Nelson
Publisher: Thomas Nelson
ISBN: 1418587567
Category : Bibles
Languages : en
Pages : 39044

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Book Description
The study Bible that gets you quickly and fully into the Word. Find what you need! The Open Bible, New King James Version is designed for the hungry reader. This Bible is filled with amazing study aids including comprehensive book introductions and outlines, 64-page concordance, Read-Along references and translation notes, and the classic Biblical Cyclopedic Index covering more than 8,000 textual entries. The Open Bible, New King James Version also features a seven-step method on How to Study the Bible, a Visual Survey of the Bible, The Christian's Guide to the New Life, and The Greatest Archaeological Discoveries of the Bible. This outstanding Bible is available in hardcover and bonded leather. Features include: New King James Version« (NKJV) text Biblical Cyclopedic Index Christian's Guide to the New Life Visual Survey of the Bible Book introductions and outlines Concordance Part of the Signature Series line of Thomas Nelson Bibles. Open Bibles sold to date: More than 3 million The New King James VersionùMore than 60 million copies sold in 30 years

Focus On: 100 Most Popular American Tenors

Focus On: 100 Most Popular American Tenors PDF Author: Wikipedia contributors
Publisher: e-artnow sro
ISBN:
Category :
Languages : en
Pages : 1123

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Book Description


Focus On: 100 Most Popular American Rock Songwriters

Focus On: 100 Most Popular American Rock Songwriters PDF Author: Wikipedia contributors
Publisher: e-artnow sro
ISBN:
Category :
Languages : en
Pages : 1803

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Book Description


Roast Beef on Italian Bread

Roast Beef on Italian Bread PDF Author: Paul Dunn
Publisher: iUniverse
ISBN: 0595263658
Category : Fiction
Languages : en
Pages : 126

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Book Description
A comedic, bizarre, strange, horrific piece of fiction, displaying an abundant selection of diverse human emotions. A hard piece of work to classify. Not for everyone and not for the faint of heart.