50+ Data Science and Machine Learning Cheat Sheets

50+ #DataScience and #MachineLearning Cheat Sheets #KDN

  • Here are the most important ones that have been brainstormed and captured in a compact few pages.Mastering Data science involves understanding of statistics, Mathematics, Programming knowledge especially in R, Python & SQL and then deploying a combination of all these to derive insights using the business understanding & a human instinct—that drives decisions.Here are the cheatsheets by category:Python is a popular choice for beginners, yet still powerful enough to back some of the world’s most popular products and applications.
  • The data visualization with ggplot2 seems to be a favorite as it helps when you are working on creating graphs of your results.For a data scientist basics of SQL are as important as any other language as well.
  • SQL cheatsheets provide a 5 minute quick guide to learning it and then you may explore Hive & MySQL!Apache Spark is an engine for large-scale data processing.
  • The essentials of Apache Spark cheatsheet explains its place in the big data ecosystem, walks through setup and creation of a basic Spark application, and explains commonly used actions and operations.Hadoop emerged as an untraditional tool to solve what was thought to be unsolvable by providing an open source software framework for the parallel processing of massive amounts of data.
  • These cheat sheets gives an idea about both the nature of your data and the problem you’re working to address, and then suggests an algorithm for you to try.Django is a free and open source web application framework, written in Python.


Gear up to speed and have Data Science & Data Mining concepts and commands handy with these cheatsheets covering R, Python, Django, MySQL, SQL, Hadoop, Apache Spark and Machine learning algorithms.
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Artificial Intelligence Helps in Learning How Children Learn

Artificial intelligence helps in learning how children learn

  • Researchers in artificial intelligence and machine learning have started to design software that allows computers to learn about causes the way that scientists do.
  • In one experiment, we showed preschool children a simple machine with a switch on one side and two disks that spin on top.
  • Bayesian inference considers both the strength of new evidence and the strength of your existing hypotheses.
  • Both toddlers and scientists hold on to well-confirmed hypotheses, but eventually enough new evidence can overturn even the most cherished idea.
  • Several studies show that youngsters integrate existing knowledge and new evidence in this way.

Alison Gopnik, author of “ Making AI Human ” in Scientific American ’s June issue describes the use of Bayesian statistics to outline how youngsters infer the basics of cause and effect.
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50+ Data Science and Machine Learning Cheat Sheets

50+ #DataScience and #MachineLearning Cheat Sheets:  #BigData #Python #Rstats via .@kdnuggets

  • Cheat sheets for MySQL & SQL: For a data scientist basics of SQL are as important as any other language as well.
  • Cheat sheets for Spark: Apache Spark is an engine for large-scale data processing.
  • The essentials of Apache Spark cheatsheet explains its place in the big data ecosystem, walks through setup and creation of a basic Spark application, and explains commonly used actions and operations.
  • Cheat sheets for Python: Python is a popular choice for beginners still powerful enough to back some of the world’s most popular products and applications.
  • Cheat sheets for Django : Django is a free and open source web application framework, written in Python.


Gear up to speed and have Data Science & Data Mining concepts and commands handy with these cheatsheets covering R, Python, Django, MySQL, SQL, Hadoop, Apache Spark and Machine learning algorithms.
Continue reading “50+ Data Science and Machine Learning Cheat Sheets”

Google supercharges Play Music with machine learning for smarter recommendations

Google supercharges Play Music with machine learning for smarter recommendations

  • Google supercharges Play Music with machine learning for smarter recommendations
  • Google Play Music is getting a much-needed overhaul starting this week, both inside and out.
  • The company noted the update will roll out starting this week, so you should be able to try the revamped interface soon.
  • The company’s music service will now use those smarts to bring you suitable playlists for every activity it can reliably detect.
  • Its Android , iOS and Web apps are getting a new interface that’s powered by machine learning to recommend music based on what you’re doing and where you are.

Google Play Music’s Android, iOS and Web apps are getting a new interface that recommends music based on what you’re doing and where you are.
Continue reading “Google supercharges Play Music with machine learning for smarter recommendations”

50+ Data Science and Machine Learning Cheat Sheets

50+ Data Science and Machine Learning Cheat Sheets | #DataScience #MachineLearning #RT

  • Cheat sheets for MySQL & SQL: For a data scientist basics of SQL are as important as any other language as well.
  • Cheat sheets for Spark: Apache Spark is an engine for large-scale data processing.
  • The essentials of Apache Spark cheatsheet explains its place in the big data ecosystem, walks through setup and creation of a basic Spark application, and explains commonly used actions and operations.
  • The cheat sheets gives an idea about both the nature of your data and the problem you’re working to address, and then suggests an algorithm for you to try.
  • Cheat sheets for R: The R’s ecosystem has been expanding so much that a lot of referencing is needed.

Read the full article, click here.


@Ronald_vanLoon: “50+ Data Science and Machine Learning Cheat Sheets | #DataScience #MachineLearning #RT”


Gear up to speed and have Data Science & Data Mining concepts and commands handy with these cheatsheets covering R, Python, Django, MySQL, SQL, Hadoop, Apache Spark and Machine learning algorithms.


50+ Data Science and Machine Learning Cheat Sheets

Machine learning ‘poverty map’ could help aid get to the right places in Africa

#Machine learning ‘poverty map’ could help aid get to the right places in Africa

  • The task was to come up with a way to use these images to extract valuable insights.
  • The idea of using satellite images for the work came about as a way of dealing with these so-called “data gaps.”
  • Machine learning ‘poverty map’ could help aid get to the right places in Africa
  • Using a combination of satellite data and machine learning, they’ve developed a “poverty map” of Africa that could help direct aid to some of the world’s most deprived areas.
  • “One part of the problem when it comes to dealing with poverty is that we don’t have very good data,” Neal Jean, a Ph.D student in Machine Learning at Stanford, told Digital Trends. “

Read the full article, click here.


@DigitalTrends: “#Machine learning ‘poverty map’ could help aid get to the right places in Africa”


Researchers at Stanford University are using machine learning and satellite data to develop a detailed “poverty map” of Africa.


Machine learning ‘poverty map’ could help aid get to the right places in Africa

Anki’s Cozmo robot is the real-life WALL-E we’ve been waiting for

#Anki's #Cozmo #AI robot is the real-life WALL-E
.

  • Anki’s Cozmo robot is the real-life WALL-E we’ve been waiting for
  • Google has added a third cellular network to Project Fi.
  • Race cars to robots was the plan all along
  • It’s smart enough to recognize your face and remember you over time, and it can explore its environment and play games with its very own toys.
  • Jaymin Shah is a tech entrepreneur.

Read the full article, click here.


@TechOptimals: “#Anki’s #Cozmo #AI robot is the real-life WALL-E
.”


Meet Cozmo, arguably one of the most sophisticated attempts to date at producing a mass-market artificially intelligent robot. Made by Anki.


Anki’s Cozmo robot is the real-life WALL-E we’ve been waiting for