The Fall of The Simpsons

Build a ggplot. Logistic Regression. What is AI? Predicting Employee Churn. Data Science in Finance. Career move to Big Data. SAS, R or Python?  [DataCamp](  ISSUE #60 — AUGUST 21, 2018  Hi there - this week's top Community posts include a rating analysis of The Simpsons, logistic regression, AI basics, career advice and more! We hope you enjoy this one. We also have a new DataFramed episode! Hugo Bowne-Anderson speaks with Christie Bahlai, Assistant Professor at Kent State University, about data science, ecology, and the adoption of techniques such as machine learning in academic research. What is happening in scientific research at the interface between data science & machine learning methods? Is there a paradigm shift occurring here? Listen to find out! [Listen Now](  Community Top Posts  [1]( [Build-a-ggplot: The Fall of The Simpsons](  GGPLOT  |  Posted by jakedaniels  [Upvotes]( 12 Scrape episode ratings of The Simpsons and learn to customize a ggplot with annotations, highlights, and theme modifications!  [2]( [Extracting Insights from Data Using Logistic Regression](  MACHINE LEARNING  |  Posted by rizwankhan19  [Upvotes]( 12 Learn how to create machine learning models for classification or logistic regression problems. Practice with two different datasets and learn the basic techniques for creating models.  [3]( [Deep Dive Into The Basics of Artificial Neural Network](  AI  |  Posted by rizwankhan19  [Upvotes]( 11 Learn how to create machine learning models for artificial neural networks. Practice with the MNIST dataset and learn the technique for creating a simple model. You will use Tensorflow, a software framework for building and deploying machine learning models.  [4]( [What is AI? Training vs Inference AI?](  AI  |  Posted by simplivllc  [Upvotes]( 8 Although there is often lots of hype surrounding Artificial Intelligence (AI), once we strip away the marketing fluff, what is revealed is a rapidly developing technology that is already changing our lives. But to fully appreciate its potential, we need to understand what it is and what it is not!  [5]( [Predicting Employee Churn in Python](  PYTHON  |  Posted by avinashnvln8  [Upvotes]( 8 Analyze employee churn. Find out why employees are leaving the company, and learn to predict who will leave the company.  [6]( [Beginner's Guide For Dimensionality Reduction](  STATISTICS  |  Posted by NishantKumarSingh  [Upvotes]( 8 An intriguing dive into the world of dimensionality reduction.  [7]( [Hyperparameter Optimization in Machine Learning Models](  MACHINE LEARNING  |  Posted by spsayakpaul  [Upvotes]( 7 This tutorial covers what a parameter and a hyperparameter are in a machine learning model along with why it is vital in order to enhance your model's performance.  [8]( [Why Big Data Is the Best Career Move in 2018](  CAREER  |  Posted by satyajanbask  [Upvotes]( 7 Huge job options are the reason why big data is the best career move in 2018 across different industry verticals.  [9]( [2018 SAS, R, or Python Extended Analysis](  CAREER  |  Posted by lindaburtch  [Upvotes]( 7 This video takes a closer look at the developing 3-year trends from a SAS, R, or Python flash survey, and gives advice about which tool you should learn.  [10]( [Data Science in Finance (with Yves Hilpisch)](  PODCAST  |  Posted by hugobowne  [Upvotes]( 7 The financial world has been irrecoverably changed by the advent of data science. Find out how.   [DataCamp Community]( BY THE COMMUNITY, FOR THE COMMUNITY [Discover](   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