Download or read book Introduction to Machine Learning with Python written by Andreas C. Müller and published by "O'Reilly Media, Inc.". This book was released on 2016-09-26 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine learning has become an integral part of many commercial applications and research projects, but this field is not exclusive to large companies with extensive research teams. If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination. You’ll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Müller and Sarah Guido focus on the practical aspects of using machine learning algorithms, rather than the math behind them. Familiarity with the NumPy and matplotlib libraries will help you get even more from this book. With this book, you’ll learn: Fundamental concepts and applications of machine learning Advantages and shortcomings of widely used machine learning algorithms How to represent data processed by machine learning, including which data aspects to focus on Advanced methods for model evaluation and parameter tuning The concept of pipelines for chaining models and encapsulating your workflow Methods for working with text data, including text-specific processing techniques Suggestions for improving your machine learning and data science skills

Download or read book Ask a Manager written by Alison Green and published by Ballantine Books. This book was released on 2018-05-01 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the creator of the popular website Ask a Manager and New York’s work-advice columnist comes a witty, practical guide to 200 difficult professional conversations—featuring all-new advice! There’s a reason Alison Green has been called “the Dear Abby of the work world.” Ten years as a workplace-advice columnist have taught her that people avoid awkward conversations in the office because they simply don’t know what to say. Thankfully, Green does—and in this incredibly helpful book, she tackles the tough discussions you may need to have during your career. You’ll learn what to say when • coworkers push their work on you—then take credit for it • you accidentally trash-talk someone in an email then hit “reply all” • you’re being micromanaged—or not being managed at all • you catch a colleague in a lie • your boss seems unhappy with your work • your cubemate’s loud speakerphone is making you homicidal • you got drunk at the holiday party Praise for Ask a Manager “A must-read for anyone who works . . . [Alison Green’s] advice boils down to the idea that you should be professional (even when others are not) and that communicating in a straightforward manner with candor and kindness will get you far, no matter where you work.”—Booklist (starred review) “The author’s friendly, warm, no-nonsense writing is a pleasure to read, and her advice can be widely applied to relationships in all areas of readers’ lives. Ideal for anyone new to the job market or new to management, or anyone hoping to improve their work experience.”—Library Journal (starred review) “I am a huge fan of Alison Green’s Ask a Manager column. This book is even better. It teaches us how to deal with many of the most vexing big and little problems in our workplaces—and to do so with grace, confidence, and a sense of humor.”—Robert Sutton, Stanford professor and author of The No Asshole Rule and The Asshole Survival Guide “Ask a Manager is the ultimate playbook for navigating the traditional workforce in a diplomatic but firm way.”—Erin Lowry, author of Broke Millennial: Stop Scraping By and Get Your Financial Life Together

Download or read book The Quants written by Scott Patterson and published by Currency. This book was released on 2011-01-25 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the immediacy of today’s NASDAQ close and the timeless power of a Greek tragedy, The Quants is at once a masterpiece of explanatory journalism, a gripping tale of ambition and hubris, and an ominous warning about Wall Street’s future. In March of 2006, four of the world’s richest men sipped champagne in an opulent New York hotel. They were preparing to compete in a poker tournament with million-dollar stakes, but those numbers meant nothing to them. They were accustomed to risking billions. On that night, these four men and their cohorts were the new kings of Wall Street. Muller, Griffin, Asness, and Weinstein were among the best and brightest of a new breed, the quants. Over the prior twenty years, this species of math whiz--technocrats who make billions not with gut calls or fundamental analysis but with formulas and high-speed computers--had usurped the testosterone-fueled, kill-or-be-killed risk-takers who’d long been the alpha males the world’s largest casino. The quants helped create a digitized money-trading machine that could shift billions around the globe with the click of a mouse. Few realized, though, that in creating this unprecedented machine, men like Muller, Griffin, Asness and Weinstein had sowed the seeds for history’s greatest financial disaster. Drawing on unprecedented access to these four number-crunching titans, The Quants tells the inside story of what they thought and felt in the days and weeks when they helplessly watched much of their net worth vaporize--and wondered just how their mind-bending formulas and genius-level IQ’s had led them so wrong, so fast.

Download or read book Python for Data Analysis written by Wes McKinney and published by "O'Reilly Media, Inc.". This book was released on 2017-09-25 with total page 553 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get complete instructions for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.6, the second 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, IPython, and Jupyter in the process. Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduction to data science tools in Python. It’s ideal for analysts new to Python and for Python programmers new to data science and scientific computing. Data files and related material are available on GitHub. Use the IPython shell and Jupyter notebook for exploratory computing Learn basic and advanced features in NumPy (Numerical Python) Get started with data analysis tools in the pandas library Use flexible tools to load, clean, transform, merge, and reshape data Create informative visualizations with matplotlib Apply the pandas groupby facility to slice, dice, and summarize datasets Analyze and manipulate regular and irregular time series data Learn how to solve real-world data analysis problems with thorough, detailed examples

Download or read book Millionaire Expat written by Andrew Hallam and published by John Wiley & Sons. This book was released on 2018-01-04 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build your strongest-ever portfolio from anywhere in the world Millionaire Expat is a handbook for smart investing, saving for retirement, and building wealth while overseas. As a follow-up to The Global Expatriate's Guide to Investing, this book provides savvy investment advice for everyone—no matter where you're from—to help you achieve your financial goals. Whether you're looking for safety, strong growth, or a mix of both, index funds are the answer. Low-risk and reliable, these are the investments you won't hear about from most advisors. Most advisors would rather earn whopping commissions than follow sound financial principles, but Warren Buffett and Nobel Prize winners agree that index funds are the best way to achieve market success—so who are you ready to trust with your financial future? If you want a better advisor, this book will show you how to find one; if you'd rather go it alone, this book gives you index fund strategies to help you invest in the best products for you. Learn how to invest for both safety and strong returns Discover just how much retirement will actually cost, and how much you should be saving every month Find out where to find a trustworthy advisor—or go it alone Take advantage of your offshore status to invest successfully and profitably Author Andrew Hallam was a high school teacher who built a million-dollar portfolio—on a teacher's salary. He knows how everyday people can achieve success in the market. In Millionaire Expat, he tailors his best advice to the unique needs of those living overseas to give you the targeted, real-world guidance you need.

Download or read book Data Science from Scratch written by Joel Grus and published by "O'Reilly Media, Inc.". This book was released on 2015-04-14 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Download or read book Python for Finance written by Yves J. Hilpisch and published by "O'Reilly Media, Inc.". This book was released on 2018-12-05 with total page 682 pages. Available in PDF, EPUB and Kindle. Book excerpt: The financial industry has recently adopted Python at a tremendous rate, with some of the largest investment banks and hedge funds using it to build core trading and risk management systems. Updated for Python 3, the second edition of this hands-on book helps you get started with the language, guiding developers and quantitative analysts through Python libraries and tools for building financial applications and interactive financial analytics. Using practical examples throughout the book, author Yves Hilpisch also shows you how to develop a full-fledged framework for Monte Carlo simulation-based derivatives and risk analytics, based on a large, realistic case study. Much of the book uses interactive IPython Notebooks.

Download or read book Working Mother written by and published by . This book was released on 2002-10 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: The magazine that helps career moms balance their personal and professional lives.

Download or read book Vault Career Guide to Investment Banking written by Tom Lott and published by Infobase Learning. This book was released on 2013 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides information on investment banking, covering the basics of financial markets, interviews, career paths, and job responsibilities.

Download or read book My New Roots written by Sarah Britton and published by Appetite by Random House. This book was released on 2015-03-31 with total page 585 pages. Available in PDF, EPUB and Kindle. Book excerpt: Holistic nutritionist and highly-regarded blogger Sarah Britton presents a refreshing, straight-forward approach to balancing mind, body, and spirit through a diet made up of whole foods. Sarah Britton's approach to plant-based cuisine is about satisfaction--foods that satiate on a physical, emotional, and spiritual level. Based on her knowledge of nutrition and her love of cooking, Sarah Britton crafts recipes made from organic vegetables, fruits, whole grains, beans, lentils, nuts, and seeds. She explains how a diet based on whole foods allows the body to regulate itself, eliminating the need to count calories. My New Roots draws on the enormous appeal of Sarah Britton's blog, which strikes the perfect balance between healthy and delicious food. She is a "whole food lover," a cook who makes simple accessible plant-based meals that are a pleasure to eat and a joy to make. This book takes its cues from the rhythms of the earth, showcasing 100 seasonal recipes. Sarah simmers thinly sliced celery root until it mimics pasta for Butternut Squash Lasagna, and whips up easy raw chocolate to make homemade chocolate-nut butter candy cups. Her recipes are not about sacrifice, deprivation, or labels--they are about enjoying delicious food that's also good for you.

Download or read book Entrepreneurial Financial Management written by Jeffrey R Cornwall and published by Routledge. This book was released on 2015-01-28 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new edition of Entrepreneurial Financial Management presents an applied, realistic view of finance for today’s entrepreneurs. The book provides an integrated set of concepts and applications, drawn from entrepreneurship, finance, and accounting, that will prepare aspiring entrepreneurs for the world they are likely to face as they start their new businesses. The book’s contents are designed to follow the life cycle of a new business venture. Topics are covered in the order that entrepreneurs can expect to encounter them as they begin the process of business start-up and move into growing the business. A comprehensive financial spreadsheet template is included with the book. This tool allows for the application of many of the concepts to actual businesses, and can be a valuable supplement to the process of developing a full business plan. The financial spreadsheet templates are available for unlimited free downloads at Professor Cornwall’s blog site: www.drjeffcornwall.com. Key Changes in the Third Edition • The authors have added material on how the book’s financial templates align with business modeling. • The financial templates have been updated and now include more up-to-date assumptions on benefit costs. • There is updated coverage of debt and equity financing due to new regulations and evolving investor expectations. • The bootstrapping chapter has been revised to reflect the explosion of social media and its impact on bootstrap marketing.

Download or read book Your Money or Your Life written by Vicki Robin and published by Penguin. This book was released on 2008-12-10 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: A fully revised edition of one of the most influential books ever written on personal finance with more than a million copies sold “The best book on money. Period.” –Grant Sabatier, founder of “Millennial Money,” on CNBC Make It "This is a wonderful book. It can really change your life." -Oprah For more than twenty-five years, Your Money or Your Life has been considered the go-to book for taking back your life by changing your relationship with money. Hundreds of thousands of people have followed this nine-step program, learning to live more deliberately and meaningfully with Vicki Robin’s guidance. This fully revised and updated edition with a foreword by "the Frugal Guru" (New Yorker) Mr. Money Mustache is the ultimate makeover of this bestselling classic, ensuring that its time-tested wisdom applies to people of all ages and covers modern topics like investing in index funds, managing revenue streams like side hustles and freelancing, tracking your finances online, and having difficult conversations about money. Whether you’re just beginning your financial life or heading towards retirement, this book will show you how to: • Get out of debt and develop savings • Save money through mindfulness and good habits, rather than strict budgeting • Declutter your life and live well for less • Invest your savings and begin creating wealth • Save the planet while saving money • …and so much more! "The seminal guide to the new morality of personal money management." -Los Angeles Times

Download or read book The 10 Laws of Career Reinvention written by Pamela Mitchell and published by Penguin. This book was released on 2009-12-31 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reinvention is the key to success in these volatile times—and Pamela Mitchell holds the key to reinvention! In The 10 Laws of Career Reinvention, America's Reinvention Coach® Pamela Mitchell offers every tool readers need to navigate the full arc of career change. Part I introduces the Reinvention Mindset, with what you need to know to be prepared mentally to get started. In Part II, you read the real-life stories of ten individuals who successfully made the leap to new and unexpected careers, using the 10 laws: The 1st Law: It Starts With a Vision for Your Life The 2nd Law: Your Body Is Your Best Guide The 3rd Law: Progress Begins When You Stop Making Excuses The 4th Law: What You Seek is on the Road Less Traveled The 5th Law: You’ve Got the Tools in Your Toolbox The 6th Law: Your Reinvention Board is Your Lifeline The 7th Law: Only a Native Can Give You the Inside Scoop The 8th Law: They Won't "Get" You Until You Speak Their Language The 9th Law: It Takes the Time That it Takes The 10th Law: The World Buys Into an Aura of Success Each story is followed by an in-depth lesson that explains how to adapt these laws to your own career goals, and what actions and precautions to take. The lessons answer all your tactical concerns about navigating the roadblocks, getting traction and managing your fears. The final section provides workbook exercises for fine-tuning your reinvention strategies for maximum results. Clear-headed, calming, practical, and thorough, this is the ideal action plan for getting through any career crisis and ending up securely in the lifestyle you've always dreamed of having.

Download or read book Implementing QuantLib Quantitative Finance in C an Inside Look at the Architecture of the QuantLib Library written by Luigi Ballabio and published by . This book was released on 2020 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book School Family and Community Partnerships written by Joyce L. Epstein and published by Corwin Press. This book was released on 2018-07-19 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: Strengthen programs of family and community engagement to promote equity and increase student success! When schools, families, and communities collaborate and share responsibility for students′ education, more students succeed in school. Based on 30 years of research and fieldwork, the fourth edition of the bestseller School, Family, and Community Partnerships: Your Handbook for Action, presents tools and guidelines to help develop more effective and more equitable programs of family and community engagement. Written by a team of well-known experts, it provides a theory and framework of six types of involvement for action; up-to-date research on school, family, and community collaboration; and new materials for professional development and on-going technical assistance. Readers also will find: Examples of best practices on the six types of involvement from preschools, and elementary, middle, and high schools Checklists, templates, and evaluations to plan goal-linked partnership programs and assess progress CD-ROM with slides and notes for two presentations: A new awareness session to orient colleagues on the major components of a research-based partnership program, and a full One-Day Team Training Workshop to prepare school teams to develop their partnership programs. As a foundational text, this handbook demonstrates a proven approach to implement and sustain inclusive, goal-linked programs of partnership. It shows how a good partnership program is an essential component of good school organization and school improvement for student success. This book will help every district and all schools strengthen and continually improve their programs of family and community engagement.

Download or read book Management Information Systems written by Kenneth C. Laudon and published by Pearson Educación. This book was released on 2004 with total page 618 pages. Available in PDF, EPUB and Kindle. Book excerpt: Management Information Systems provides comprehensive and integrative coverage of essential new technologies, information system applications, and their impact on business models and managerial decision-making in an exciting and interactive manner. The twelfth edition focuses on the major changes that have been made in information technology over the past two years, and includes new opening, closing, and Interactive Session cases.

Download or read book What the Dinosaurs Did Last Night written by Refe Tuma and published by Little, Brown Books for Young Readers. This book was released on 2015-10-20 with total page 41 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the creative parents who brought the world the web sensation "Dinovember" comes photographic proof of what toys get up to when the rest of the house is asleep. You might have noticed weird things happening in your house. Unexplainable messes. Food all over the kitchen floor. Who could the culprits be? Dinosaurs! Boasting bright and hilarious photographs, along with a story written from the point of view of an older, wiser sibling, Refe and Susan Tuma's picture book documents a very messy adventure that shows just what the dinosaurs did last night.