Music Lyric Analysis in R!

OpenAI Gym Space Invaders in Jupyter Notebooks. Implementation of Softmax Regression. Lyric Analysis: Predictive Analytics using Machine Learning with R. Making Web Crawlers Using Scrapy for Python. And much more!  [DataCamp](  ISSUE #78 — JANUARY 15, 2019  Hi there - in this week's newsletter you'll find new tutorials on a lyric analysis in R, and how to make web crawlers using Scrapy for Python, along with articles about the data science hiring market, stock price prediction, and much more!  Podcast  [DataFramed by DataCamp] #DataFramedChallenge Enter the #DataFramedChallenge for a chance to be on an upcoming podcast segment. [Find Out More](  Community Top Posts  [1]( [OpenAI Gym Space Invaders in Jupyter Notebooks](  JUPYTER  |  Posted by kyle  [Upvotes]( 14 In this article, you will learn how to manipulate the OpenAI simulation.  [2]( [Implementation of Softmax Regression](  DEEP LEARNING  |  Posted by rizwankhan19  [Upvotes]( 12 The softmax function takes an un-normalized vector and normalizes it into a probability distribution. This tutorial will cover how to implement this function in your analysis.  [3]( [Lyric Analysis: Predictive Analytics using Machine Learning with R](  MACHINE LEARNING  |  Posted by debbieliske  [Upvotes]( 9 In this tutorial, you'll perform a variety of analytic tasks on a case study of musical lyrics by the legendary artist Prince, as well as other artists and authors.  [4]( [2019 Predictions for the Data Science & Analytics Hiring Market](  CAREERS  |  Posted by lindaburtch  [Upvotes]( 8 Another year into the data-driven boom and several longer-term trends have been taking shape. Read this article to find out the authors predictions on the data science job market in 2019.  [5]( [The Most Intuitive and Easy Guide for Learning the Artificial Neural Network](  NEURAL NETWORK  |  Posted by jiwonjeong  [Upvotes]( 7 In this article, you'll learn the basics of artificial neural networks (ANN) with the least amount of math. If you’re a math hater or have trouble with linear algebra, come and take a look!  [6]( [Stock Price Prediction using ML and DL](  FINANCE  |  Posted by divyacyclitics15  [Upvotes]( 5 In this article, we will try traditional models like ARIMA, popular machine learning algorithms like Random Forest, and deep learning algorithms like LSTM to predict stock prices.  [7]( [Making Web Crawlers Using Scrapy for Python](  WEBSCRAPING  |  Posted by hafsajbn  [Upvotes]( 4 Develop web crawlers with Scrapy, a powerful framework for extracting, processing and storing web data.   [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