How Analytics Leaders Can Take Charge of Their Teams

Google Maps API, Principal Component Analysis in R, decision tree and random forest models, Text Mining The Office TV show, Analytics Leadership  [DataCamp](  ISSUE #59 — AUGUST 14, 2018  Hi there - this week's top posts include principal component analysis in R, decision tree and random forest models, Google Maps API, Text Mining The Office TV show and much more. We also are launching a new DataFramed episode. Why are banks such as Bank of America & JP Morgan adopting the open source data science ecosystem? What are the major sub-disciplines of Finance that data science is and can have a large impact in? How has the rise of data science changed the financial world and how the work is done and thought about? Find out in Ep 35 of DataFramed! [Listen Now](  Community Top Posts  [1]( [Principal Component Analysis in R](  R PROGRAMMING  |  Posted by lukekhayden  [Upvotes]( 14 In this tutorial, you'll learn how to use PCA to extract data with many variables and create visualizations to display that data.  [2]( [How Different is the Decision Tree model from Random Forest?](  DECISION TREE  |  Posted by rizwankhan19  [Upvotes]( 10 In this module, you will learn about Decision Tree and Random Forest models. You will get to practice with real-world datasets to create both models and compare the results.  [3]( [How to effectually utilize Linear Regression model?](  MACHINE LEARNING  |  Posted by rizwankhan19  [Upvotes]( 9 In this module, you will learn how to create machine learning models for linear regression problems. You will practice two different data sets and learn the basic techniques for creating models.  [4]( [How Google Simplified its Map Platform API](  API  |  Posted by priyankavarma  [Upvotes]( 8 Google Maps API is geared towards organizations that take advantage of having a customized version of the Maps in their applications.  [5]( [How Analytics Leaders Can Take Charge of Their Teams](  CAREER  |  Posted by lindaburtch  [Upvotes]( 8 As investment in analytics increases, leaders are in high demand. How can leaders prepare their teams for success, even in the face of obstacles?  [6]( [Text Mining: Every Line from The Office](  TEXT ANALYSIS  |  Posted by jallen1006  [Upvotes]( 7 Tidytext analysis of every line from the TV show The Office.  [7]( [Learn Data Science - Infographic](  DATA SCIENCE  |  Posted by abdulmohizi97  [Upvotes]( 7 Start your data science journey now and follow these 8 steps to learn data science.  [8]( [How Do We Draw a Line?](  DATA VISUALIZATION  |  Posted by aschinchon  [Upvotes]( 6 Let’s try to understand how humans draw lines. Concretely, in which direction do we draw them: horizontally? Towards the right or the left? Vertically? This analyzes the lines dataset which contains 143,000 lines drawn from people from 170 countries.   [DataCamp Community]( BY THE COMMUNITY, FOR THE COMMUNITY [Discover](   Density map of stars on national flags   That's all for now. Have a great week!   [DataCamp](  DataCamp Inc. | 350 Fifth Avenue | Suite 7730 | New York, NY 10118  [Facebook]( [Twitter]( [LinkedIn]( [Instagram]( [YouTube](  [Download on the App Store]( [Get it on Google Play](  [Unsubscribe]( Â