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

    One of his best-loved and most famous plays, it exposes the lies plaguing the family of a wealthy Southern planter of humble origins.

    Proceed step-by-step through five progressively more complex web applications: from a "Hello World" app all the way to a robust Newspaper app with a custom user model, complete user authentication flow, foreign key relationships, and more. Learn current best practices around class-based views, templates, urls, user authentication, testing, and deployment. The material is up-to-date with the latest versions of both Django (2.0) and Python (3.6). TABLE OF CONTENTS: * Introduction * Chapter 1: Initial Setup * Chapter 2: Hello World app * Chapter 3: Pages app * Chapter 4: Message Board app * Chapter 5: Blog app * Chapter 6: Forms * Chapter 7: User Accounts * Chapter 8: Custom User Model * Chapter 9: User Authentication * Chapter 10: Bootstrap * Chapter 11: Password Change and Reset * Chapter 12: Email * Chapter 13: Newspaper app * Chapter 14: Permissions and Authorizations * Chapter 15: Comments * Conclusion

    Viraf J. Dalal is an excellent book for every student of ICSE Chemisty.

    because the language seems like a good way to accomplish programming tasks that don't require the low-level bit handling power of C.-- Richard Bejtlich, TaoSecurityPython is a new and innovative scripting language. It is set to replace Perl as the programming language of choice for shell scripters, and for serious application developers who want a feature-rich, yet simple language to deploy their products.Dive Into Python is a hands-on guide to the Python language. Each chapter starts with a real, complete code sample, proceeds to pick it apart and explain the pieces, and then puts it all back together in a summary at the end.This is the perfect resource for you if you like to jump into languages fast and get going right away. If you're just starting to learn Python, first pick up a copy of Magnus Lie Hetland's Practical Python.

     Ever since Asa lost his wings while protecting his king, he’s had his motorcycle as a poor replacement. Now he needs a maid to care for his home. And he knows exactly whom he wants. The girl with the fiery red hair. Easy enough. All he needs to do is ride in with his Dragon biker gang and take her. Willow has always heard the warnings: never stray too far from the village lest the savage Dragons take her. But would it be so bad to escape her miserable life and abusive parents? Being a Dragon’s property isn’t exactly what Willow had in mind but she has no choice. And Asa, with his powerful body, muscly arms and cocky grin ignites sparks in her core. Sparks that quickly roar to flames… But there is a dark magical presence in the Dragons’ city. An outcast fairy wants Willow to perform a blood sacrifice that will allow him to rule the world… Can Willow keep herself safe when she becomes a target? Will Asa release his inner beast to go to the end of the earth for Willow? Can Willow and Asa heal their wounds and find love and passion at last? This is a 93-page stand-alone paranormal story with lots of steam, shifters, magic and action. For 18+ readers ONLY.

    That one day, I will be standing outside an auditorium, a packed house a-a-a-auditorium. People there would be waiting to hear me speak. They would be chanting my name. We love R-R-R-Rohit, We love Rohit," he said, looking into her mesmerizing eyes.After seventeen years, Sherly was standing in his house, holding a copy of his first novel in one hand, and her wedding invitation card in the other. She was getting married in four days. Join Rohit in his journey as he sets off to conquer the greatest obstacle of his life, and how on the way he finds out that his childhood dream was the thread connecting everything happening to him in his life. Will he lose her on this journey of his lifetime?

    This Box Set Includes 3 Books: Python Programming For Beginners - Learn The Basics Of Python In 7 Days! Python Programming For Intermediates - Learn The Basics Of Python In 7 Days! Python Programming For Advanced - Learn The Basics Of Python In 7 Days! Python Programming For Beginners - Learn The Basics Of Python In 7 Days! Here's what you'll learn from this book: ✓Introduction ✓Understanding Python: A Detailed Background ✓How Python Works ✓Python Glossary ✓How to Download and Install Python ✓Python Programming 101: Interacting With Python in Different Ways ✓How to Write Your First Python Program ✓Variables, Strings, Lists, Tuples, Dictionaries ✓About User-Defined Functions ✓How to Write User-Defined Functions in Python ✓About Coding Style ✓Practice Projects: The Python Projects for Your Practice Python Programming For Intermediates - Learn The Basics Of Python In 7 Days! Here's what you'll learn from this book: ✓ Shallow copy and deep copy ✓ Objects and classes in Python–including python inheritance, multiple inheritances, and so on ✓ Recursion in Python ✓ Debugging and testing ✓ Fibonacci sequence (definition) and Memoization in Python in Python ✓ Arguments in Python ✓ Namespaces in Python and Python Modules ✓ Simple Python projects for Intermediates Python Programming For Advanced - Learn The Basics Of Python In 7 Days! Here's what you'll learn from this book: ✓File management ✓Python Iterator ✓Python Generator ✓Regular Expressions ✓Python Closure ✓Python Property ✓Python Assert, and ✓Simple recap projects Start Coding Now!

    Having run out of options, former YouTube star Dax Flame must get a job at an ice cream shop in order to make ends meet.

    If you're like most players, you struggle with nearly every aspect of the game: offense, defense, execution and combos, and generally having a game plan that is more complex than just mashing buttons at every opportunity. A Road Map Toward Improvement Street Fighter is a game that requires practice, finesse, and knowledge. Unfortunately, most players don't have any guidance on where to begin when learning the game which leads to lots of frustration and losses. This guide is designed to give you a road map for improving your skills so that when SF5 drops you can hit the ground running!Lots of players are under the misconception that since SF5 is a brand new game, there's no point in playing SF4 and improving. While it is true that there will be lots to learn in SF5 such as new engines and characters, this is not a reason not to improve on your Street Fighter fundamentals in the meantime. The Importance of a Solid Foundation Like anything else worth doing in life, developing a foundation of solid fundamentals is the key to improving. Even though SF5 will have brand new characters and mechanics, the core elements of Street Fighter remain the same throughout the franchise. Execution, footsies and space control, combos, punishing, and resource management are important in all Street Fighter games and this guide will show you how to use SF4 to improve on these aspects of your game. Who is gootecks and why should I bother? I've played Street Fighter competitively since 2003, starting with Street Fighter III: 3rd Strike and continuing with Street Fighter 4. I've traveled to compete in tournaments around the world, including places like Japan, Singapore, Australia, Canada, and Europe.A lot of people may know me as the co-host of Excellent Adventures of gootecks & Mike Ross, or perhaps from my work on Cross Counter TV, the entertainment network for fighting game fans.Recently, I've begun training players just like yourself through Cross Counter Training, where players like EG.Justin Wong, EG.K-Brad, Alex Myers are available for helping players of all skill levels improve. Through working with my students, I've developed what I believe to be an extremely effective method of learning how to play Street Fighter. This method is based on the idea of learning one tiny aspect of the game at a time through the eyes of the poster boy of Street Fighter, Ryu. "But Ryu is boring, gootecks!" I know, I know, you think Ryu is boring and everybody plays him and you want to play a cool, flashy character so you can style on people on stage at Evo someday. Unfortunately, you'll need to learn how to walk before you can run and there is no better investment of time as a new player than to learn Ryu in order to build a strong foundation.Taking this time now to develop your fundamentals will serve you well as you transition to Street Fighter 5. Ryu is definitely different in SF5, but the tools and concepts you'll learn in this guide will give you a leg up on the competition when SF5 drops.

    Meanwhile, we wade through an unprecedented amount of disinformation and deception. Fake news and Russian-purchased propaganda are woven into our media diets, and anonymity on the internet leaves us ever suspicious.In the face of this, rather than seek privacy where we can, we eagerly offer up our remaining details to social media, craving the surveillance and scrutiny of our peers. We're unsure of how all of this is affecting the moral development of a generation coming of age in this new culture of surveillance, but we continue on. It leads us to wonder if we've reached the end of trust, and if we even care.

    What happened to the Christian church over the 2000 years since the Day Of Pentecost? Why are there so many denominations? How did it happen? This book, written in easy to read literary style contains a detailed study of the Seven Church Ages.

    You'll work through the development of each project, implementing and running the applications while learning new features along the way.Web frameworks are playing a major role in the creation of today's most compelling web applications, because they automate many of the tedious tasks, allowing developers to instead focus on providing users with creative and powerful features. Python developers have been particularly fortunate in this area, having been able to take advantage of Django, a very popular open source web framework whose stated goal is to make it easier to build better web applications more quickly with less code.Practical Django Projects is the first book to introduce this popular framework by way of a series of realworld projects. What you'll learn Capitalize upon Django's welldefined framework architecture to build web applications faster than ever before Learn by doing by working through the creation of three realworld projects, including a content management system, blog, and social networking site Build userfriendly web sites with wellstructured URLs, session tracking, and syndication options Let Django handle tedious tasks such as database interaction while you focus on building compelling applications Who this book is forWeb developers seeking to use the powerful Django framework to build powerful web sites. "

    Names of Kings and major political/military persons have been updated and major typographical errors found with the previous Kindle edition have been corrected. Combined with copious illustrations, maps and images, the newly revised Dark Ages is essential reading for anyone seeking to understand a critical period in Western history that saw the transition from Roman Imperial rule to conquest-driven tribal rule and, ultimately, a flowering into the High Middle Ages. Oman provides one of the best historical examinations and explanations about the period widely known as the Dark Ages, when the end of total and complex Roman Imperial rule over Europe and the Mediterranean collapsed, taking the institutions that provided so much cultural sophistication and stability with it. The Dark Ages has been split into three books, mainly for ease of reading; the original book published in 1893 was a massive tome that covered the period from 476 CE to 918 CE. This second book in the new edition covers the period from 561 CE to 743 CE:THE SUCCESSORS OF JUSTINIAN 565-610DECLINE AND DECAY OF THE MEROVINGIANS 561-656THE LOMBARDS IN ITALY, AND THE RISE OF THE PAPACY 568-653HERACLIUS AND MOHAMMED 610-641THE DECLINE AND FALL OF THE VISIGOTHS A.D. 603-711THE CONTEST OF THE EASTERN EMPIRE AND THE CALIPHATE 641-717THE HISTORY OF THE GREAT MAYORS OF THE PALACE 656-720THE LOMBARDS AND THE PAPACY 653-743CHARLES MARTEL AND HIS WARS 720-741

    Following an undeniable call to pursue the one who abandoned it and seek revenge the quest for retribution had begun, and nothing or no one would stand in the way.