Where to find data science live book?

When you looking for data science live book, you must consider not only the quality but also price and customer reviews. But among hundreds of product with different price range, choosing suitable data science live book is not an easy task. In this post, we show you how to find the right data science live book along with our top-rated reviews. Please check out our suggestions to find the best data science live book for you.

When you looking for data science live book, you must consider not only the quality but also price and customer reviews. But among hundreds of product with different price range, choosing suitable data science live book is not an easy task. In this post, we show you how to find the right data science live book along with our top-rated reviews. Please check out our suggestions to find the best data science live book for you.

Best data science live book

Product Features Go to site
Data Science Live Book: An intuitive and practical approach to data analysis, data preparation and machine learning, suitable for all ages! (Black & White version) Data Science Live Book: An intuitive and practical approach to data analysis, data preparation and machine learning, suitable for all ages! (Black & White version) Go to amazon.com
Algorithms to Live By: The Computer Science of Human Decisions Algorithms to Live By: The Computer Science of Human Decisions Go to amazon.com
Big Data: A Revolution That Will Transform How We Live, Work, and Think Big Data: A Revolution That Will Transform How We Live, Work, and Think Go to amazon.com
Building Winning Algorithmic Trading Systems, + Website: A Trader's Journey From Data Mining to Monte Carlo Simulation to Live Trading (Wiley Trading) Building Winning Algorithmic Trading Systems, + Website: A Trader's Journey From Data Mining to Monte Carlo Simulation to Live Trading (Wiley Trading) Go to amazon.com
How to Get Out of Debt, Stay Out of Debt, and Live Prosperously*: Based on the Proven Principles and Techniques of Debtors Anonymous How to Get Out of Debt, Stay Out of Debt, and Live Prosperously*: Based on the Proven Principles and Techniques of Debtors Anonymous Go to amazon.com
Spend Well, Live Rich (previously published as 7 Money Mantras for a Richer Life): How to Get What You Want with the Money You Have Spend Well, Live Rich (previously published as 7 Money Mantras for a Richer Life): How to Get What You Want with the Money You Have Go to amazon.com
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1. Data Science Live Book: An intuitive and practical approach to data analysis, data preparation and machine learning, suitable for all ages! (Black & White version)

Description

Welcome!

Its a book to learn data science, machine learning and data analysis with tons of examples and explanations around several topics like:
  • Exploratory data analysis
  • Data preparation
  • Selecting best variables
  • Model performance
Note: This is the Black & White version. Link to the color one (higher price): https://www.amazon.com/dp/9874273666.

Everything is related to everything

The books premise is everything is related to everything. It is noticed in the relationship across different sections, for example choosing the right data type for any variable could be related to dealing with missing values, and vice-versa. In addition, some technical examples are related to real-life situations as well as philosophical concepts. The ultimate goal is to simplify the learning journey.

How is it organized?

It's a playbook with full of data preparation receipts, using the open source R language. There are two types of examples, some are oriented to teach general concepts around data analysis (like the information theory concept), while others are intended to show how to transform missing values, choosing the correct data type, and the implications in any case; among others, using easy copy-paste pieces of code. Please note that this is not a book to learn how to program R from scratch, nor how algorithms are implemented (math and stats area).

Who is the target audience?

Its aimed to people who are Programmers and data scientists who work -or want to- in machine learning projects. However, the ones who dont want -or dont know- how to code, can get some useful insights which can add value as data project analysts. All the R examples are well explained in code comments. No math or statistical background to understand it. The book tries to be as tool-independent as possible. For example, the decision of what to do to deal with missing or extreme values is the whether we choose R, Python, Julia. What it changes is the how.

Last words

To develop a critical thinking, without taking any statement as the "true truth", its essential in this sea of books, courses, videos and any technical material to learn. This book is just another view in the data science perspective. Hope you like it :)

Index

Exploratory data analysis
  • Profiling, The voice of the numbers
  • Correlation and Relationship
Data preparation
  • Handling Data Types
  • High Cardinality Variable in Descriptive Stats
  • High Cardinality Variable in Predictive Modeling
  • Treatment of outliers
  • Missing Data: Analysis, Handling, and Imputation of
  • Considerations involving time
Selecting best variables
  • General Aspects in Selecting Best Variables
  • Intuition
  • The "best" selection?
  • The nature of the selection
  • Improving variables
  • Cleaning by domain knowledge
  • Variables work in groups
  • Correlation between input variables
  • Keep it simple
  • Variable selection in Clustering?
  • Selecting the best variables in practice
  • Target profiling
Assesing Model performance
  • Knowing the Error
  • Out-of-Time Validation
  • Gain and Lift Analysis
  • Scoring Data
Appendix
  • The magic of percentiles
  • funModeling quick-start

2. Algorithms to Live By: The Computer Science of Human Decisions

Description

What should we do, or leave undone, in a day or a lifetime? How much messiness should we accept? What balance of the new and familiar is the most fulfilling? These may seem like uniquely human quandaries, but they are not. Computers, like us, confront limited space and time, so computer scientists have been grappling with similar problems for decades. And the solutions theyve found have much to teach us.

In a dazzlingly interdisciplinary work, Brian Christian and Tom Griffiths show how algorithms developed for computers also untangle very human questions. They explain how to have better hunches and when to leave things to chance, how to deal with overwhelming choices and how best to connect with others. From finding a spouse to finding a parking spot, from organizing ones inbox to peering into the future, Algorithms to Live By transforms the wisdom of computer science into strategies for human living.

3. Big Data: A Revolution That Will Transform How We Live, Work, and Think

Feature

Eamon Dolan Houghton Mifflin Harcourt

Description

Financial Times Business Book of the Year Finalist

Illuminating and very timely . . . a fascinating and sometimes alarming survey of big datas growing effect on just about everything: business, government, science and medicine, privacy, and even on the way we think.
New York Times

It seems like big data is in the news every day, as we read the latest examples of how powerful algorithms are teasing out the hidden connections between seemingly unrelated things. Whether it is used by the NSA to fight terrorism or by online retailers to predict customers buying patterns, big data is a revolution occurring around us, in the process of forever changing economics, science, culture, and the very way we think. But it also poses new threats, from the end of privacy as we know it to the prospect of being penalized for things we havent even done yet, based on big datas ability to predict our future behavior. What we have already seen is just the tip of the iceberg.

Big Data is the first major book about this earthshaking subject, with two leading experts explaining what big data is, how it will change our lives, and what we can do to protect ourselves from its hazards.

An optimistic and practical look at the Big Data revolution just the thing to get your head around the big changes already underway and the bigger changes to come.
Cory Doctorow, boingboing.com

4. Building Winning Algorithmic Trading Systems, + Website: A Trader's Journey From Data Mining to Monte Carlo Simulation to Live Trading (Wiley Trading)

Feature

John Wiley Sons

Description

Develop your own trading system with practical guidance andexpert advice

In Building Algorithmic Trading Systems: A Trader's JourneyFrom Data Mining to Monte Carlo Simulation to Live Training,award-winning trader Kevin Davey shares his secrets for developingtrading systems that generate triple-digit returns. With bothexplanation and demonstration, Davey guides you step-by-stepthrough the entire process of generating and validating an idea,setting entry and exit points, testing systems, and implementingthem in live trading. You'll find concrete rules for increasing ordecreasing allocation to a system, and rules for when to abandonone. The companion website includes Davey's own Monte Carlosimulator and other tools that will enable you to automate and testyour own trading ideas.

A purely discretionary approach to trading generally breaks downover the long haul. With market data and statistics easilyavailable, traders are increasingly opting to employ an automatedor algorithmic trading systemenough that algorithmic tradesnow account for the bulk of stock trading volume. BuildingAlgorithmic Trading Systems teaches you how to develop your ownsystems with an eye toward market fluctuations and the impermanenceof even the most effective algorithm.

  • Learn the systems that generated triple-digit returns in theWorld Cup Trading Championship
  • Develop an algorithmic approach for any trading idea usingoff-the-shelf software or popular platforms
  • Test your new system using historical and current marketdata
  • Mine market data for statistical tendencies that may form thebasis of a new system

Market patterns change, and so do system results. Pastperformance isn't a guarantee of future success, so the key is tocontinually develop new systems and adjust established systems inresponse to evolving statistical tendencies. For individual traderslooking for the next leap forward, Building Algorithmic TradingSystems provides expert guidance and practical advice.

5. How to Get Out of Debt, Stay Out of Debt, and Live Prosperously*: Based on the Proven Principles and Techniques of Debtors Anonymous

Feature

How to Get Out of Debt, Stay Out of Debt, and Live Prosperously*: Based on the Proven Principles and Techniques of Debtors Anonymous

Description

A simple, proven-effective formula for freeing yourself from debtand staying that way Revised and updated, with a new Preface by the author

A must read for anyone wanting to get their head above water.The Wall Street Journal

THE CLASSIC GUIDE, REVISED WITH UP-TO-THE-MINUTE INFORMATION

OUT OF THE RED
Do this months bills pile up before youve paid last months?
Do you regularly receive past-due notices?
Do you get letters threatening legal action if immediate payment is not made?
Do the total amounts of your revolving charge accounts keep rising?

INTO THE BLACK
Whether you are currently in debt or fear youre falling into debt, you are not alone. Sixty million Americansfrom doctors to secretaries, from executives to the unemployedface the same problem and live under the same daily stress. Based on the proven techniques of the national Debtors Anonymous program, here is the first complete, step-by-step guide to getting out of debt once and for all. Youll learn

how to recognize the warning signs of serious debt
how to negotiate with angry creditors, collection agencies, and the IRS
how to design a realistic and painless payback schedule
how to identify your spending blind spots
how to cope with the anxiety and daily pressures of owing money
plus the three cardinal rules for staying out of debt forever, and much more!

This book is neither sponsored nor endorsed by Debtors Anonymous. A recovered debtor, the author is intimately familiar with the success of the Debtors Anonymous program.

6. Spend Well, Live Rich (previously published as 7 Money Mantras for a Richer Life): How to Get What You Want with the Money You Have

Description

The best financial planner Michelle Singletary ever knew was Big Mama, her grandmother. Big Mama raised Michelle and her four brothers and sisters on a salary that never reached more than $13,000 a year. Yet at her death, Big Mama owned her own home, had paid off a car loan, and had a beautiful collection of Sunday-go-to-meeting church hats and a savings account that supplemented her Social Security check and small pension. Most important, she had taught Michelle 7 Money Mantras for a Richer Life. Those mantras serve as the inspiration for this straight-talking book of practical personal financial advice that really works.

The 7 Money Mantras are:

1. If it s on your ass, its not an asset!
2. Is this a need or is it a want?
3. Sweat the small stuff.
4. Cash is better than credit.
5. Keep it simple.
6. Priorities lead to prosperity.
7. Enough is enough.

Michelle Singletary is a syndicated columnist for The Washington Post whose popular personal finance column appears in more than 120 newspapers. Shes also a mother of three children who understands what its like to live on a budget. In a plainspoken, sassy, no-nonsense voice, Michelle provides answers to the financial issues that confront almost every household: how to teach children the value of money; how to address money issues in a relationship or marriage; household saving tips; getting the best loans; and much more.
This book is about saving enough money to have choices, she writes. Its about feeling free to be cheap if you cant afford to buy a ton of gifts at Christmas. Its about eliminating wasteful spend-ing so you can begin to save and invest. Its full of uncommon commonsense lessons and guidance on the way people should use their money.
With humor and down-home financial wisdom, Michelle Singletary offers practical and realistic advice that will help you live well with the money you have.

Michelle Singletary on . . .

Romance and Money
Its okay to say: Honey, I love you and everything, but if you need money, ask your mama.

Credit Cards
We are minimizing our financial potential by making minimum credit-card payments.

Car Buying
If you want to save money, keep your car until youre on a first-name basis with the local tow-truck drivers.

Leasing a Car
You, too, can drive a car you cant afford and then have to give it back. Its crazy.

Gift Giving
Generosity isnt about how much you spend. Its about how much thought you put into the gift.

Penny Pinching
I once bought a stick-shift car because it was $1,000 cheaper than the automatic in the same model. There was just one little problem. I couldnt drive a stick-shift. But at least I saved $1,000!

Conclusion

By our suggestions above, we hope that you can found the best data science live book for you. Please don't forget to share your experience by comment in this post. Thank you!