# KDnuggets™ News 16:n12, Apr 6: Top 10 Essential Books; Perfect Data Science Interview

Top 10 Essential Books for the Data Enthusiast; How to Compute the Statistical Significance of Two Classifiers Performance Difference; The Secret to a Perfect Data Science Interview; If Hollywood Made Movies About Machine Learning Algorithms.

Features | Software | Opinions | News | Webcasts | Courses | Meetings | Jobs | Tweets | Quote

Features

**Top 10 Essential Books for the Data Enthusiast****How to Compute the Statistical Significance of Two Classifiers Performance Difference****The Secret to a Perfect Data Science Interview****If Hollywood Made Movies About Machine Learning Algorithms****Avoiding Complexity of Machine Learning Problems****View the agenda for PAW Chicago 2016 [Discount inside]**

Software

**Salford Predictive Modeler 8: Faster. More Machine Learning. Better results****The Shortest Path to Behavioral Analytics**

Opinions

**How IoT is Jeopardizing Your Business Security****Open Data in Elections: Using Visualization and Graphical Discovery Analysis for Voter Education and Civic Engagement****Will Data Science Insure Our Future?****3 Ways to Build an Analytics Dream Team****How Shutterstock used Deep Learning to change the language of search****Pattern Curators of the Cognitive Era****The Rise of Dark Data and How It Can Be Harnessed****Don't be afraid to Fail - Start Now with Data Science**

News

**Top March stories: R Learning Path: From beginner to expert in 7 steps; R or Python? Consider learning both****Top /r/MachineLearning Posts, March: Hugs, Deep Learning Navigation, 3D Face Capture, AlphaGo!****Top stories for Mar 27- Apr 2: 100 Active Blogs on Big Data, Data Science; Become A Machine Learning Expert in one step****Academic/Research positions in Business Analytics, Data Science, Machine Learning in March**

Webcasts and Webinars

**Webinar: Predictive Analytics: Failure to Launch [Apr 14]****Improve your processes with statistical models.**

Courses

**Learn to apply data and predictive analytics to meet business objectives****TMA Predictive Analytics Data Mining Training - Washington DC, May**

Meetings

**View the agenda for PAW Chicago 2016 [Discount inside]****102 upcoming April - November Meetings in Analytics, Big Data, Data Mining, Data Science**

Jobs

**Wade and Wendy AI: Sr. Data Scientist****Civis Analytics: Data Scientist, Statistics****Civis Analytics: Data Scientist, Natural Language Processing****Procter and Gamble: Data Scientist****Overstock: Data Visualization Specialist**

Top Tweets

Quote

HR person: Wow ! You answered every question perfectly. How did you do that?

Data Scientist: Well, I met with every candidate you interviewed in last 5 years and collected the questions & correlated it to interview parameters.

Then I built a system that predicts the exact question you're going to ask with 85% precision, from The Secret to a Perfect Data Science Interview