134 books
—
85 voters
Listopia > Oren Bochman's votes on the list The Well Rounded Data Scientist (79 Books)
| 1 |
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Knowledge is Beautiful
by
"Visualiztion & Presentation"
Oren
rated it 5 stars
See Review |
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| 2 |
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The Misbehavior of Markets: A Fractal View of Financial Turbulence
by
"Mandelbrot's blueprint for big science for finance."
Oren
added it
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| 3 |
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Google Analytics: Understanding Visitor Behavior
by
"How to do web analytics, though somewhat dated"
Oren
added it to to-read
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| 4 |
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How to Solve It: A New Aspect of Mathematical Method
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"Devide and conquer and other methods for solving problems"
Oren
rated it 4 stars
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| 5 |
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The Black Swan: The Impact of the Highly Improbable
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"statistics at the fringe of the bell curve and beyond"
Oren
rated it 4 stars
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| 6 |
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Don't Make Me Think, Revisited: A Common Sense Approach to Web Usability
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"Ease into usability for the web. If you read one book on usability this is the one."
Oren
rated it 4 stars
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| 7 |
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Calculated Bets: Computers, Gambling, and Mathematical Modeling to Win
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"This is what doing monyball in real life might look like. Read to see what can happen when data science is both work and hobby."
Oren
rated it 5 stars
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| 8 |
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Business Analytics for Managers
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"Well written introdution to General Linear Models in Business setting. Teacheas "think first" approach."
Oren
rated it 5 stars
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| 9 |
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ggplot2: Elegant Graphics for Data Analysis
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"how to use the grammar of graphics with R"
Oren
rated it 5 stars
See Review |
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| 10 |
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Advanced R (Chapman & Hall/CRC The R Series)
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"Read this if you need to achieve mastery of R"
Oren
added it to to-read
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| 11 |
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The Grammar of Graphics
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"and more on the grammer of graphics if you have to develop your own gg library"
Oren
rated it 5 stars
See Review |
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| 12 |
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Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition
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"An NLP "bible" - covers most problems and their algorithms. Next edition should cover deep learning methods."
Oren
rated it 5 stars
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| 13 |
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R for Business Analytics
by
"A full guided tour of Business analytics using R packacges and tools."
Oren
rated it 4 stars
See Review |
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| 14 |
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Web Analytics 2.0: The Art of Online Accountability and Science of Customer Centricity
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"The philosophy of web analytics"
Oren
added it to to-read
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| 15 |
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Data-Driven Marketing: The 15 Metrics Everyone in Marketing Should Know
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"KPI for digital marketing"
Oren
rated it 2 stars
See Review |
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| 16 |
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Designing Interfaces
by See Review |
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| 17 |
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Measuring the User Experience: Collecting, Analyzing, and Presenting Usability Metrics (Interactive Technologies)
by See Review |
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| 18 |
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Neuromarketing: Understanding the Buy Buttons in Your Customer's Brain
by
"Neuromarketing may or may not become a key technique in market research."
Oren
added it to to-read
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| 19 |
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Brainfluence: 100 Ways to Persuade and Convince Consumers with Neuromarketing
by
"Neuromarketing may or may not become a key technique in market research."
Oren
added it to to-read
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| 20 |
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Nexus: Small Worlds and the Groundbreaking Science of Networks
by
"Social networks"
Oren
added it to to-read
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| 21 |
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Six Degrees: The Science of a Connected Age
by
"Popular account of network science - with a focus on small worlds"
Oren
rated it 5 stars
See Review |
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| 22 |
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Exploratory Social Network Analysis with Pajek (Structural Analysis in the Social Sciences Book 27)
by
"Start with social network analysis here"
Oren
added it to to-read
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| 23 |
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Social Network Analysis: Methods and Applications
by
"Continue with social network analysis here"
Oren
rated it 5 stars
See Review |
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| 24 |
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Models and Methods in Social Network Analysis (Structural Analysis in the Social Sciences, Series Number 28)
by
"Continue with social network analysis here"
Oren
rated it 5 stars
See Review |
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| 25 |
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Exponential Random Graph Models for Social Networks: Theory, Methods, and Applications (Structural Analysis in the Social Sciences Book 35)
by
"An Advanced subject in Social Network research"
Oren
added it to currently-reading
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| 26 |
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Presentation Zen: Simple Ideas on Presentation Design and Delivery
by
"My recommended approach to creating presentation"
Oren
rated it 4 stars
See Review |
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| 27 |
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An Introduction to Statistical Learning: with Applications in R
by
"Statistical learning is machine learning's scientifically grounded cousin and this is as easy an introduction to the subject as has been written to date"
Oren
added it to to-read
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| 28 |
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The Elements of Statistical Learning: Data Mining, Inference, and Prediction
by
"A more advanced treatment of Statistical Learning"
Oren
added it
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| 29 |
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The Naked Presenter: Delivering Powerful Presentations With or Without Slides
by
"My recommended approach to creating presentation. Further Reading"
Oren
rated it 3 stars
See Review |
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| 30 |
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Understanding Comics: The Invisible Art
by
"Another approach to presenting - highly recomended and easy reading too."
Oren
rated it 5 stars
See Review |
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| 31 |
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slide:ology: The Art and Science of Creating Great Presentations
by
"More on presntation"
Oren
rated it 4 stars
See Review |
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| 32 |
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Bullet Proof Presentations: No One Will Ever Shoot Holes in Your Ideas Again!
by
"SQL for BI reporting
Oren
rated it 3 stars
" See Review |
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| 33 |
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Joe Celko's Analytics and OLAP in SQL (The Morgan Kaufmann Series in Data Management Systems)
by
"OLAP is the analytics tools for SQL "
Oren
rated it 3 stars
See Review |
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| 34 |
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Joe Celko's Trees and Hierarchies in SQL for Smarties, (The Morgan Kaufmann Series in Data Management Systems)
by
"Essential is you need to work with threes in SQL"
Oren
rated it 5 stars
See Review |
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| 35 |
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Simply Complexity: A Clear Guide to Complexity Theory
by See Review |
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| 36 |
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Joe Celko's Thinking in Sets: Auxiliary, Temporal, and Virtual Tables in SQL (The Morgan Kaufmann Series in Data Management Systems)
by
"more SQL basics and exotica"
Oren
rated it 5 stars
See Review |
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| 37 |
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Joe Celko's SQL Programming Style (The Morgan Kaufmann Series in Data Management Systems)
by
"SQL basics and more"
Oren
rated it 3 stars
See Review |
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| 38 |
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NoSQL Distilled: A Brief Guide to the Emerging World of Polyglot Persistence
by See Review |
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| 39 |
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Joe Celko's SQL for Smarties: Advanced SQL Programming Third Edition (The Morgan Kaufmann Series in Data Management Systems)
by
"SQL is considered the 2nd most important skill of a data scientist."
Oren
rated it 4 stars
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| 40 |
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The Secret Life of Pronouns: What Our Words Say About Us
by
"NLP and sentiment analysis"
Oren
rated it 4 stars
See Review |
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| 41 |
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Graph-based Natural Language Processing and Information Retrieval
by
"Using graph based algorithms in NLP,"
Oren
rated it 5 stars
See Review |
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| 42 |
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Finite State Morphology
by
"Advanced text on mrophology processing using FST"
Oren
rated it 5 stars
See Review |
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| 43 |
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The Algorithm Design Manual
by
"a better way to think about algorithems"
Oren
rated it 4 stars
See Review |
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| 44 |
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Linked: How Everything Is Connected to Everything Else and What It Means for Business, Science, and Everyday Life
by
"Popular science on network science by the amazing Barabási"
Oren
rated it 5 stars
See Review |
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| 45 |
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Sync: The Emerging Science of Spontaneous Order
by
"Sync - the other end of chaos"
Oren
rated it 5 stars
See Review |
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| 46 |
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Bursts: The Hidden Pattern Behind Everything We Do
by
"Popular science on "fractal time" by the amazing Barabási"
Oren
rated it 5 stars
See Review |
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| 47 |
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The Mythical Man-Month: Essays on Software Engineering
by
"Easy intorduction to project managmenet"
Oren
rated it 5 stars
See Review |
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| 48 |
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xUnit Test Patterns: Refactoring Test Code
by
"one of the best book on testing software"
Oren
rated it 5 stars
See Review |
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| 49 |
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Design Patterns: Elements of Reusable Object-Oriented Software
by
"The zen of development"
Oren
rated it 5 stars
See Review |
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| 50 |
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Introduction to Algorithms
by
"Best single volume algoritm refrence"
Oren
rated it 4 stars
See Review |
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| 51 |
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Java 8 Lambdas: Functional Programming For The Masses
by
"Up date your jave to version 8 and the concept of lambda expression - wich generelise functions"
Oren
rated it 3 stars
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| 52 |
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Refactoring: Improving the Design of Existing Code
by
"More on how to grow software"
Oren
rated it 4 stars
See Review |
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| 53 |
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Domain-Specific Languages (Addison-Wesley Signature Series (Fowler))
by
"when you roll your own programming lanaguage"
Oren
rated it 4 stars
See Review |
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| 54 |
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Game Theory
by
"This is a great tome on game theory covering both basic and advanced topics rigorously."
Oren
rated it 4 stars
See Review |
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| 55 |
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Mastering Search Analytics: Measuring SEO, SEM and Site Search
by
"regex the most important tool for cleaning data and doing NLP"
Oren
rated it 4 stars
See Review |
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| 56 |
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The Pragmatic Programmer: From Journeyman to Master
by
"A fun intorduction to programming"
Oren
rated it 5 stars
See Review |
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| 57 |
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Here Comes Everybody: The Power of Organizing Without Organizations
by See Review |
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| 58 |
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Being Wrong: Adventures in the Margin of Error
by See Review |
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| 59 |
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Information Architecture for the World Wide Web: Designing Large-Scale Web Sites
by
"Information meets websites"
Oren
rated it 5 stars
See Review |
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| 60 |
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A Course in Game Theory
by See Review |
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| 61 |
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Evolutionary Game Theory
by
"ESS and games with less restrictions."
Oren
added it to to-read
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| 62 |
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Reality Is Broken: Why Games Make Us Better and How They Can Change the World
by
"Gamification - a power tool if you learn how to use it."
Oren
rated it 3 stars
See Review |
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| 63 |
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Cognitive Surplus: Creativity and Generosity in a Connected Age
by
"The information age"
Oren
rated it 2 stars
See Review |
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| 64 |
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The Selfish Gene
by
"Not only introducing memes but dawkins is possibly the best technical writer of the age"
Oren
rated it 2 stars
See Review |
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| 65 |
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Freakonomics: A Rogue Economist Explores the Hidden Side of Everything
by
"how to use and abuse econometrics"
Oren
rated it 5 stars
See Review |
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| 66 |
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SuperFreakonomics: Global Cooling, Patriotic Prostitutes And Why Suicide Bombers Should Buy Life Insurance
by
"A new way of running experiments and a look at econometrics driven thinking"
Oren
rated it 5 stars
See Review |
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| 67 |
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The Mismeasure of Man
by
"More way of running experiments and a look at econometrics driven thinking"
Oren
rated it 4 stars
See Review |
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| 68 |
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Lean Analytics: Use Data to Build a Better Startup Faster
by See Review |
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| 69 |
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Super Crunchers: Why Thinking-by-Numbers Is the New Way to Be Smart
by
"Data science and its disruption in various industries."
Oren
rated it 5 stars
See Review |
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| 70 |
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Secrets of Mental Math: The Mathemagician's Guide to Lightning Calculation and Amazing Math Tricks
by
"Not a bad skill to master"
Oren
added it
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| 71 |
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Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die
by See Review |
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| 72 |
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The Long Tail: Why the Future of Business is Selling Less of More
by
"A non technical intrduction to heavy tailed distribution"
Oren
rated it 4 stars
See Review |
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| 73 |
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The Wisdom of Crowds
by
"A discussion of an interesting concept but now much abused"
Oren
rated it 4 stars
See Review |
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| 74 |
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Chaos: Making a New Science
by
"Non techincal introduction to chaos and dynamic systems"
Oren
rated it 5 stars
See Review |
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| 75 |
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Gödel, Escher, Bach: An Eternal Golden Braid
by
"A popular account of chaos and dynamic systems"
Oren
rated it 5 stars
See Review |
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| 76 |
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The New Book of Prime Number Records
by See Review |
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| 77 |
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Bad Science
by
"How science goes very wrong"
Oren
added it to to-read
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| 78 |
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Ambient Findability: What We Find Changes Who We Become
by
"Som notes on search engine usability"
Oren
added it to to-read
See Review |
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| 79 |
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Statistical Methods in e-Commerce Research
by See Review |
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