[Data Smart Using Data Science to Transform Information into Insight] EBOOK DOWNLOAD

CHARACTERS Data Smart Using Data Science to Transform Information into Insight

Data Smart Using Data Science to Transform Information into Insight

CHARACTERS é Data Smart Using Data Science to Transform Information into Insight FREE DOWNLOAD ☆ TRAMZ.CO ✓ John W. Foreman Ic algorithms Clustering via k means spherical k means and graph modularity Data mining in graphs such as outlier detection Supervised AI through logistic regression ensemble models and bag of words models Forecasting seasonal adjustments and prediction intervals through monte carlo simulation Moving from spreadsheets into the R programming languageYou get your hands dirty as you work alongside John through each techniue But never fear the topics are readily applicable and the author laces humor throughout You'll even learn what a dead suirrel has to do with optimization modeling which you no doubt are dying to kn. Beware this is not an introductory book IT assumes knowledge in math and Excel So even though the book is code free minus a few not enough for my taste R replication of the examples in Excel it does involve building complex formulas and using advanced Excel functionsSide note there is also a uick and dirty introduction to Gephi for network visualization

FREE DOWNLOAD ☆ TRAMZ.CO ✓ John W. Foreman

CHARACTERS é Data Smart Using Data Science to Transform Information into Insight FREE DOWNLOAD ☆ TRAMZ.CO ✓ John W. Foreman Data Science gets thrown around in the press like it's magic Major retailers are predicting everything from when their customers are pregnant to when they want a new pair of Chuck Taylors It's a brave new world where seemingly meaningless data can be transformed into valuable insight to drive smart business decisionsBut how does one exactly do data science Do you have to hire one of these priests of the dark arts the data scientist to extract this gold from your data NopeData science is little than using straight forward steps to process raw data into actionable insight And in Data Smart author and data scientist. I m not an expert in the field of Data Science yet but this seemed like a very good introduction I m familiar with many AI Machine Learning techniues and I know the difference between supervised and unsupervised learning but all those basics are reviewed in the text The author s voice is witty and engaging throughout which helps with a topic like thisThe topics covered included Cluster Analysis K means Network Graphs and Community Detection Naive Bayes Optimization Models Regression Ensemble Models Forecasting and Outlier Detection Each chapter walks you through some sample data that is available to download and coaches you how to manipulate it by hand using Excel This is strictly as a hands on learning techniue the second to last chapter is about how to do everything a lot easily once you understand what you are doing using R The conclusion addresses what you need to be as a data scientist that isn t actually data science understanding the true problem to be solved avoiding focusing on things that don t matter performance accuracy at the expense of usability and the fact that as a data scientist you are not the most important part of a business you are there to help make the most important part betterWhile the Excel coaching gets a little tired during a read through it would probably be much better for someone who actually works the examples Still a good read

John W. Foreman ✓ 1 CHARACTERS

CHARACTERS é Data Smart Using Data Science to Transform Information into Insight FREE DOWNLOAD ☆ TRAMZ.CO ✓ John W. Foreman John Foreman will show you how that's done within the familiar environment of a spreadsheet Why a spreadsheet It's comfortable You get to look at the data every step of the way building confidence as you learn the tricks of the trade Plus spreadsheets are a vendor neutral place to learn data science without the hype But don't let the Excel sheets fool you This is a book for those serious about learning the analytic techniues the math and the magic behind big dataEach chapter will cover a different techniue in a spreadsheet so you can follow along Mathematical optimization including non linear programming and genet. Great Even if it has some flaws the overall feeling is very clear it s a great book that easily proves that data science may be fun sexyPros it s very practical just action just meat everything presented in practical cases the examples are perfect very clear easy to understand they don t seem virtual author disassemblies all the activities into atomic steps to make his considerations easy to follow no shortcuts no simplifications but he still manages to not bore the reader the language used is very clear and doesn t resemble typical pompous scientific mumblings the chapter about R simply kicks ass doesn t teach you the language but shows its capabilities that s what I expectedCons In some cases book seems to be too practical a bit of theory wouldn t hurt anyone and could make the content clear 2 or 3 times the dive from simple to wtf is that happened withing a paragraph or two well no one guaranteed it will be smooth as butter right To summarize I love the book First 3 chapters were as gripping as a good thriller Recommended


10 thoughts on “[Data Smart Using Data Science to Transform Information into Insight] EBOOK DOWNLOAD

  1. says: [Data Smart Using Data Science to Transform Information into Insight] EBOOK DOWNLOAD FREE DOWNLOAD ☆ TRAMZ.CO ✓ John W. Foreman John W. Foreman ✓ 1 CHARACTERS

    [Data Smart Using Data Science to Transform Information into Insight] EBOOK DOWNLOAD FREE DOWNLOAD ☆ TRAMZ.CO ✓ John W. Foreman I'm not an expert in the field of Data Science yet ; but this seemed like a very good introduction I'm familiar with many AI Machine

  2. says: [Data Smart Using Data Science to Transform Information into Insight] EBOOK DOWNLOAD

    [Data Smart Using Data Science to Transform Information into Insight] EBOOK DOWNLOAD We all know that the field of data science is lurking in the depths of literally everything we consume but often than not

  3. says: [Data Smart Using Data Science to Transform Information into Insight] EBOOK DOWNLOAD

    [Data Smart Using Data Science to Transform Information into Insight] EBOOK DOWNLOAD John W. Foreman ✓ 1 CHARACTERS FREE DOWNLOAD ☆ TRAMZ.CO ✓ John W. Foreman really great intro to modern data scienceI really liked the way he broke the material up by scenarios eg predicting which Target customers are pregnant based on their previous purchases figuring out how customers cluster so you can

  4. says: [Data Smart Using Data Science to Transform Information into Insight] EBOOK DOWNLOAD

    FREE DOWNLOAD ☆ TRAMZ.CO ✓ John W. Foreman [Data Smart Using Data Science to Transform Information into Insight] EBOOK DOWNLOAD Great Even if it has some flaws the overall feeling is very clear it's a great book that easily proves that data science may be fun sexyPros it's very practical just action just meat everything presented in practical cases the examples are perfect very clear easy to understand they don't seem 'virtual' author disassemblies all the activities into atomic steps to make his considerations easy to follow no shortcuts no simplificati

  5. says: CHARACTERS Data Smart Using Data Science to Transform Information into Insight John W. Foreman ✓ 1 CHARACTERS FREE DOWNLOAD ☆ TRAMZ.CO ✓ John W. Foreman

    CHARACTERS Data Smart Using Data Science to Transform Information into Insight [Data Smart Using Data Science to Transform Information into Insight] EBOOK DOWNLOAD John W. Foreman ✓ 1 CHARACTERS Full 5 stars There is no reason why you should not buy this book if you even are remotely connected with things like 'Data Science' 'Analytics' 'Forecasting' etcI enjoyed all chapters and especially Chapters 4 Optimization 6 Regression 8 For

  6. says: [Data Smart Using Data Science to Transform Information into Insight] EBOOK DOWNLOAD John W. Foreman ✓ 1 CHARACTERS FREE DOWNLOAD ☆ TRAMZ.CO ✓ John W. Foreman

    FREE DOWNLOAD ☆ TRAMZ.CO ✓ John W. Foreman [Data Smart Using Data Science to Transform Information into Insight] EBOOK DOWNLOAD Good book that covers a wide variety of data analytics Some chapters had my head spinning and I would have appreciated a bit explaining rather than just a excel formula That being said all the datasets used in the book are available

  7. says: [Data Smart Using Data Science to Transform Information into Insight] EBOOK DOWNLOAD FREE DOWNLOAD ☆ TRAMZ.CO ✓ John W. Foreman CHARACTERS Data Smart Using Data Science to Transform Information into Insight

    FREE DOWNLOAD ☆ TRAMZ.CO ✓ John W. Foreman John W. Foreman ✓ 1 CHARACTERS [Data Smart Using Data Science to Transform Information into Insight] EBOOK DOWNLOAD This book was utterly outstanding however to truly engage with it I'm going to have to read it again with a computer open following all the examples in Excel What Foreman does is extraordinary Using simple language well as simple as you can get given some of the trickiness of the topics he introduces you to some of the latest and greatest da

  8. says: CHARACTERS Data Smart Using Data Science to Transform Information into Insight FREE DOWNLOAD ☆ TRAMZ.CO ✓ John W. Foreman John W. Foreman ✓ 1 CHARACTERS

    [Data Smart Using Data Science to Transform Information into Insight] EBOOK DOWNLOAD John W. Foreman ✓ 1 CHARACTERS Pretty awesomeI have the vague suspicion that this book taught me way complex things than it felt like I was learningEasier to learn when following along with the excel notebooks otherwise the euations are incomprehensibleI

  9. says: [Data Smart Using Data Science to Transform Information into Insight] EBOOK DOWNLOAD

    [Data Smart Using Data Science to Transform Information into Insight] EBOOK DOWNLOAD FREE DOWNLOAD ☆ TRAMZ.CO ✓ John W. Foreman CHARACTERS Data Smart Using Data Science to Transform Information into Insight Beware this is not an introductory book IT assumes knowledge in math and Excel So even though the book is code free minus a few not enough for my taste R replication of the examples in Excel it does involve build

  10. says: CHARACTERS Data Smart Using Data Science to Transform Information into Insight FREE DOWNLOAD ☆ TRAMZ.CO ✓ John W. Foreman John W. Foreman ✓ 1 CHARACTERS

    [Data Smart Using Data Science to Transform Information into Insight] EBOOK DOWNLOAD John W. Foreman ✓ 1 CHARACTERS FREE DOWNLOAD ☆ TRAMZ.CO ✓ John W. Foreman A fun little book on data science approaches using nothing but Excel spreadsheets Perhaps not the most practical option as most individuals interested in data science approaches will likely use niche tools but I was surprised at the how Foreman is able to extract a lot of functionality out of Excel worksheets

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  • Paperback
  • 409
  • Data Smart Using Data Science to Transform Information into Insight
  • John W. Foreman
  • English
  • 15 November 2020
  • 9781118661468