Cheat Sheet (65)

• KDnuggets™ News 21:n34, Sep 8: Do You Read Excel Files with Python? There is a 1000x Faster Way; Hypothesis Testing Explained - Sep 8, 2021.
  
  Do You Read Excel Files with Python? There is a 1000x Faster Way; Hypothesis Testing Explained; Data Science Cheat Sheet 2.0; 6 Cool Python Libraries That I Came Across Recently; Best Resources to Learn Natural Language Processing in 2021

  AI, Cheat Sheet, Data Science, Excel, Hypothesis Testing, Machine Learning, Python, Statistics

• Data Science Cheat Sheet 2.0 - Sep 1, 2021.
  
  Check out this helpful, 5-page data science cheat sheet to assist with your exam reviews, interview prep, and anything in-between.

  Cheat Sheet, Data Science

• KDnuggets™ News 21:n18, May 12: Data Preparation in SQL, with Cheat Sheet!; Rebuilding 7 Python Projects - May 12, 2021.
  
  Data Preparation in SQL, with Cheat Sheet!; Rebuilding My 7 Python Projects; Applying Python’s Explode Function to Pandas DataFrames; Essential Linear Algebra for Data Science and Machine Learning; Similarity Metrics in NLP

  Cheat Sheet, Data Preparation, Data Science, Linear Algebra, Machine Learning, Metrics, NLP, Pandas, Project, Python, SQL

• KDnuggets™ News 21:n12, Mar 24: More Data Science Cheat sheets; Top YouTube Channels for Machine Learning - Mar 24, 2021.
  
  Happy with your job or not? Either way, vote in KDnuggets Poll on Data Job Satisfaction to help us understand the current situation.
  In this issue, More data science cheatsheets; How to create your data science portfolio; The best machine learning frameworks and extensions for scikit-learn; Top youtube channels for machine learning; dbt, the ETL and ELT disrupter;

  Cheat Sheet, Machine Learning, Portfolio, scikit-learn, Youtube

• KDnuggets™ News 21:n04, Jan 27: The Ultimate Scikit-Learn Machine Learning Cheatsheet; Building a Deep Learning Based Reverse Image Search - Jan 27, 2021.
  
  The Ultimate Scikit-Learn Machine Learning Cheatsheet; Building a Deep Learning Based Reverse Image Search; Data Engineering — the Cousin of Data Science, is Troublesome; Going Beyond the Repo: GitHub for Career Growth in AI & Machine Learning; Popular Machine Learning Interview Questions

  Cheat Sheet, Data Engineering, Data Science, Deep Learning, GitHub, Image Recognition, Machine Learning, scikit-learn, Search

• The Ultimate Scikit-Learn Machine Learning Cheatsheet - Jan 25, 2021.
  
  With the power and popularity of the scikit-learn for machine learning in Python, this library is a foundation to any practitioner's toolset. Preview its core methods with this review of predictive modelling, clustering, dimensionality reduction, feature importance, and data transformation.

  Cheat Sheet, Machine Learning, scikit-learn

• Data Science Tools Illustrated Study Guides - Aug 25, 2020.
  
  These data science tools illustrated guides are broken up into four distinct categories: data retrieval, data manipulation, data visualization, and engineering tips. Both online and PDF versions of these guides are available.

  Cheat Sheet, Data Preprocessing, Data Processing, Data Science, Data Science Tools, Data Visualization, Python, R, SQL

• Top KDnuggets tweets, May 13-19: Linear algebra and optimization and machine learning: A textbook - May 21, 2020.
  
  Also: Everything you need to become a self-taught #MachineLearning Engineer ; SQL Cheat Sheet (2020) - a useful cheat sheet that documents some of the more commonly used elements of SQL;

  AutoML, Cheat Sheet, Linear Algebra, Machine Learning Engineer, SQL, Top tweets

• Top KDnuggets tweets, Jan 15-21: My Pandas Cheat Sheet; 5 Key Reasons Why Data Scientists Are Quitting their Jobs - Jan 22, 2020.
  
  5 Key Reasons Why Data Scientists Are Quitting their Jobs; My Pandas Cheat Sheet; Google Colab: Jupyter Lab on steroids (perfect for Deep Learning); Top 5 Must-have Data Science Skills.

  Career, Cheat Sheet, Data Scientist, Pandas, Top tweets

• Top KDnuggets tweets, Nov 13-19: A whole lot of Data Science Cheatsheets - Nov 21, 2019.
  
  Also: Bring the scientific rigor of reproducibility to your Data Science projects; Neutrinos Lead to Unexpected Discovery in Basic Math ; The media gets really excited about AI. Maybe a bit too excited

  Cheat Sheet, Mathematics, Top tweets

• The Last SQL Guide for Data Analysis You’ll Ever Need - Oct 4, 2019.
  
  This is it: the last SQL guide for data analysis you'll ever need! OK, maybe it’s actually the first. But it’ll give you a solid head start.

  Cheat Sheet, Data Analysis, Data Science, SQL

• KDnuggets™ News 19:n29, Aug 7: What 70% of Data Science Learners Do Wrong; Pytorch Cheat Sheet for Beginners - Aug 7, 2019.
  
  This week on KDnuggets: What 70% of Data Science Learners Do Wrong; Pytorch Cheat Sheet for Beginners and Udacity Deep Learning Nanodegree; How a simple mix of object-oriented programming can sharpen your deep learning prototype; Can we trust AutoML to go on full autopilot?; Ten more random useful things in R you may not know about; 25 Tricks for Pandas; and much more!

  Automated Machine Learning, Cheat Sheet, Data Science, Pandas, Programming, PyTorch, R

• Pytorch Cheat Sheet for Beginners and Udacity Deep Learning Nanodegree - Aug 2, 2019.
  
  This cheatsheet should be easier to digest than the official documentation and should be a transitional tool to get students and beginners to get started reading documentations soon.

  Beginners, Cheat Sheet, Deep Learning, Google Colab, Python, PyTorch, Udacity

• Top KDnuggets Tweets, Jun 5 – 11: A New Extension to Organize your Code on Jupyter Notebooks; Data Science Cheat Sheet - Jun 12, 2019.
  
  Also: Cognitive Biases are Making Sure You Aren’t So Smart; 3 Machine Learning Books that Helped me Level Up as a Data Scientist; Mastering Intermediate Machine Learning with Python

  Cheat Sheet, Jupyter, Python, Top tweets

• Top KDnuggets tweets, Mar 27 – Apr 02: Here is a great explanation of what is a scalar, vector, matrix, tensor - Apr 3, 2019.
  
  Here is a great explanation of what is a scalar, vector, matrix, tensor; Machine Learning and Data Science Cheat Sheets; Papers with Code: A Fantastic GitHub Resource for Machine Learning.

  Cartoon, Cheat Sheet, Tensor, Top tweets

• Intuitive Visualization of Outlier Detection Methods - Feb 5, 2019.
  
  Check out this visualization for outlier detection methods, and the Python project from which it comes, a toolkit for easily implementing outlier detection methods on your own.

  Cheat Sheet, Outliers, Python

• A comprehensive list of Machine Learning Resources: Open Courses, Textbooks, Tutorials, Cheat Sheets and more - Dec 7, 2018.
  
  A thorough collection of useful resources covering statistics, classic machine learning, deep learning, probability, reinforcement learning, and more.

  Cheat Sheet, Data Science Education, Deep Learning, Machine Learning, Mathematics, Open Source, Reinforcement Learning, Resources, Statistics

• KDnuggets™ News 18:n46, Dec 5: AI, Data Science, Analytics 2018 Main Developments, 2019 Key Trends; Deep Learning Cheat Sheets - Dec 5, 2018.
  
  Also: Best Machine Learning languages, Data Visualization Tools, DL Frameworks, and Big Data Tools; How to Build a Machine Learning Team When You Are Not Google or Facebook; A Complete Guide to Choosing the Best Machine Learning Course; Handling Imbalanced Datasets in Deep Learning

  2019 Predictions, AI, Analytics, Cheat Sheet, Data Science, Deep Learning, Facebook, Google, Machine Learning

• Deep Learning Cheat Sheets - Nov 28, 2018.
  
  Check out this collection of high-quality deep learning cheat sheets, filled with valuable, concise information on a variety of neural network-related topics.

  Cheat Sheet, Deep Learning, Neural Networks

• Deep Learning Performance Cheat Sheet - Nov 8, 2018.
  
  We outline a variety of simple and complex tricks that can help you boost your deep learning models accuracy, from basic optimization, to open source labeling software.

  Cheat Sheet, Deep Learning, Performance

• Top KDnuggets tweets, Oct 17-23: Machine Learning Cheat Sheets - Oct 24, 2018.
  
  Also 5 "Clean Code" Tips That Will Dramatically Improve Your Productivity; Data Science Cheat Sheet.

  Cheat Sheet, Machine Learning, Top tweets

• Top KDnuggets tweets, Sep 12-18: Machine Learning Cheat Sheets - Sep 19, 2018.
  
  Also: You Aren't So Smart: Cognitive Biases are Making Sure of It; 6 Books Every Data Scientist Should Keep Nearby.

  Cheat Sheet, Machine Learning, Top tweets

• Top /r/MachineLearning posts, August 2018: Everybody Dance Now; Stanford class Machine Learning cheat sheets; Academic Torrents for sharing enormous datasets - Sep 15, 2018.
  
  A range of interesting posts from the /r/MachineLearning Reddit group for the month of August, including: Everybody Dance Now; Stanford class Machine Learning cheat sheets; Academic Torrents; Getting Alexa to respond to sign language using TensorFlow; PyCharm IDE.

  Alexa, Cheat Sheet, Deep Learning, Machine Learning, PyCharm, Reddit, Supervised Learning, TensorFlow, Tips, Unsupervised Learning

• Top KDnuggets tweets, Sep 5-11: 10 Free Must-Read Books for Machine Learning and Data Science - Sep 12, 2018.
  
  Also: Data Science Cheat Sheet; Machine Learning Cheat Sheets; Journey to Machine Learning - 100 Days of ML Code.

  Cheat Sheet, ebook, Top tweets

• Machine Learning Cheat Sheets - Sep 11, 2018.
  
  Check out this collection of machine learning concept cheat sheets based on Stanord CS 229 material, including supervised and unsupervised learning, neural networks, tips & tricks, probability & stats, and algebra & calculus.

  Cheat Sheet, Deep Learning, Machine Learning, Mathematics, Neural Networks, Probability, Statistics, Supervised Learning, Tips, Unsupervised Learning

• Data Science Cheat Sheet - Sep 6, 2018.
  
  Check out this new data science cheat sheet, a relatively broad undertaking at a novice depth of understanding, which concisely packs a wide array of diverse data science goodness into a 9 page treatment.

  Cheat Sheet, Data Science

• KDnuggets™ News 18:n32, Aug 29: Data Visualization Cheat Sheet; Auto-Keras, or Deep Learning Model in 4 Lines of Code - Aug 29, 2018.
  
  KDnuggets News took a break last week, so this issue is doubly full of Data Science goodness. Check Data Visualization Cheat Sheet, see how to do Deep Learning in just 4 lines, learn about Emotion and Sentiment analysis, check 16 other interesting tutorials, and may be you know someone who can fill any of 16 jobs below.

  Cheat Sheet, Data Visualization, Keras

• Data Visualization Cheat Sheet - Aug 24, 2018.
  
  Core principles for successful data visualization, including tips on how to reduce clutter, preattentive processing and how to integrate text within the graph.

  Cheat Sheet, Data Visualization

• Docker Cheat Sheet - Aug 21, 2018.
  
  This comprehensive cheat sheet will assist Docker users, experienced and new, in getting containers up-and-running quickly. We list commands that will allow users to install, build, ship and run Docker containers.

  Cheat Sheet, Docker

• KDnuggets™ News 18:n26, Jul 11: 5 Favorite Free Visualization Tools; SQL Cheat Sheet; Top 20 Python Libraries for Data Science - Jul 11, 2018.
  
  Also Introduction to Apache Spark; fast.ai Machine Learning Course Notes; Cartoon: How is Data Science Different From Religion?

  Cheat Sheet, Data Visualization, Python, SQL

• SQL Cheat Sheet - Jul 2, 2018.
  
  A good programmer or software developer should have a basic knowledge of SQL queries in order to be able retrieve data from a database. This cheat sheet can help you get started in your learning, or provide a useful resource for those working with SQL.

  Cheat Sheet, SQL

• KDnuggets™ News 18:n17, Apr 25: Python Regular Expressions Cheat Sheet; Deep Learning With Apache Spark; Building a Question Answering Model - Apr 25, 2018.
  
  Also: Derivation of Convolutional Neural Network from Fully Connected Network Step-By-Step; Presto for Data Scientists - SQL on anything; Why Deep Learning is perfect for NLP (Natural Language Processing); Top 16 Open Source Deep Learning Libraries and Platforms

  Apache Spark, Cheat Sheet, Deep Learning, NLP, Python, Question answering, SQL

• Python Regular Expressions Cheat Sheet - Apr 19, 2018.
  
  The tough thing about learning data is remembering all the syntax. While at Dataquest we advocate getting used to consulting the Python documentation, sometimes it's nice to have a handy reference, so we've put together this cheat sheet to help you out!

  Cheat Sheet, Programming, Python, Text Analytics

• Top KDnuggets tweets, Oct 11-17: A Beginners Guide to #DeepLearning - Oct 18, 2017.
  
  Also Collecting #DataScience Cheat Sheets; Luminoth: Open source toolkit for #ComputerVision.

  Cheat Sheet, Deep Learning, Keras, Top tweets

• KDnuggets™ News 17:n38, Oct 4: What Blockchains Mean to Big Data; Keras Deep Learning Cheat Sheet; Machine Learning in Finance - Oct 4, 2017.
  
  Also: XGBoost, a Top Machine Learning Method on Kaggle, Explained; How to win Kaggle competition based on NLP task, if you are not an NLP expert; Fundamental Breakthrough in 2 Decade Old Algorithm Redefines Big Data Benchmarks

  Algorithms, Blockchain, Cheat Sheet, Deep Learning, Finance, Keras, Machine Learning, Natural Language Processing, XGBoost

• Top KDnuggets tweets, Sep 20-26: 30 Essential #DataScience, #MachineLearning & #DeepLearning Cheat Sheets - Sep 27, 2017.
  
  Also: Older news, but still inspiring: #Harvard Thinks It Found the Next #Einstein; Putting #MachineLearning in Production - how to guide.

  Andrew Ng, Cheat Sheet, TensorFlow, Top tweets

• Keras Cheat Sheet: Deep Learning in Python - Sep 27, 2017.
  
  Keras is a Python deep learning library for Theano and TensorFlow. The package is easy to use and powerful, as it provides users with a high-level neural networks API to develop and evaluate deep learning models.

  Pages: 1 2

  Cheat Sheet, DataCamp, Deep Learning, Keras, Neural Networks, Python

• KDnuggets™ News 17:n37, Sep 27: Essential Data Science & Machine Learning Cheat Sheets; 5 Machine Learning Projects to Check Out Now! - Sep 27, 2017.
  
  30 Essential Data Science, Machine Learning & Deep Learning Cheat Sheets; 5 Machine Learning Projects You Can No Longer Overlook - Episode VI; Putting Machine Learning in Production; 5 Ways to Get Started with Reinforcement Learning; Ensemble Learning to Improve Machine Learning Results

  Cheat Sheet, Data Science, Deep Learning, Ensemble Methods, Keras, Machine Learning, Production, Reinforcement Learning

• 30 Essential Data Science, Machine Learning & Deep Learning Cheat Sheets - Sep 22, 2017.
  
  This collection of data science cheat sheets is not a cheat sheet dump, but a curated list of reference materials spanning a number of disciplines and tools.

  Pages: 1 2 3

  Cheat Sheet, Data Science, Deep Learning, Machine Learning, Neural Networks, Probability, Python, R, SQL, Statistics

• Top /r/MachineLearning Posts, June: NumPy Gets Funding; ML Cheat Sheets For All; Hot Dog or Not?!? - Jul 3, 2017.
  
  NumPy receives first ever funding, thanks to Moore Foundation; Cheat Sheets for deep learning and machine learning; How HBO’s Silicon Valley built “Not Hotdog” with mobile TensorFlow & Keras; Andrej Karpathy leaves OpenAI for Tesla; Machine, a machine learning IDE

  Andrej Karpathy, Cheat Sheet, Deep Learning, Keras, Machine Learning, Reddit, Self-Driving Car, TensorFlow

• Which Machine Learning Algorithm Should I Use? - Jun 1, 2017.
  
  A typical question asked by a beginner, when facing a wide variety of machine learning algorithms, is "which algorithm should I use?” The answer to the question varies depending on many factors, including the size, quality, and nature of data, the available computational time, and more.

  Algorithms, Cheat Sheet, Machine Learning, Reinforcement Learning, Supervised Learning, Unsupervised Learning

• Bokeh Cheat Sheet: Data Visualization in Python - Mar 3, 2017.
  
  Bokeh is the Python data visualization library that enables high-performance visual presentation of large datasets in modern web browsers. The package is flexible and offers lots of possibilities to visualize your data in a compelling way, but can be overwhelming.

  Bokeh, Cheat Sheet, Data Visualization, DataCamp, Python

• KDnuggets™ News 17:n04, Feb 1: Data Science and Python Wrangling: Pandas Cheat Sheet; Great Collection of Machine Learning Algorithms - Feb 1, 2017.
  
  Also Great Collection of Minimal and Clean Implementations of Machine Learning Algorithms; Bad Data + Good Models = Bad Results; Data Scientist - best job in America, again.

  AI, Algorithms, Chatbot, Cheat Sheet, Machine Learning, Pandas

• Pandas Cheat Sheet: Data Science and Data Wrangling in Python - Jan 27, 2017.
  
  The Pandas library can seem very elaborate and it might be hard to find a single point of entry to the material: with other learning materials focusing on different aspects of this library, you can definitely use a reference sheet to help you get the hang of it.

  Cheat Sheet, Data Preparation, DataCamp, Pandas, Python

• KDnuggets™ News 16:n45, Dec 21: 50+ Data Science, ML Cheat Sheets; Ethics of Self-Driving Cars? Top experts on Machine Learning Main Events, Key Trends - Dec 21, 2016.
  
  Also New Poll: Can You Live with Ethics of Machine Learning and Self-Driving Cars? Machine Learning, AI Main Events and Key Trends; 5 Basic Types of Data Science Interview Questions.

  2017 Predictions, Bayesian, Cheat Sheet, Interview Questions, Machine Learning

• 50+ Data Science, Machine Learning Cheat Sheets, updated - Dec 14, 2016.
  
  Gear up to speed and have concepts and commands handy in Data Science, Data Mining, and Machine learning algorithms with these cheat sheets covering R, Python, Django, MySQL, SQL, Hadoop, Apache Spark, Matlab, and Java.

  Cheat Sheet, Data Science, Django, Hadoop, Java, Machine Learning, MATLAB, Python, R

• Top KDnuggets tweets, May 11-17: Vote: What software you used for Analytics, Data Mining, Data Science projects? - May 18, 2016.
  
  Vote: What software you used for Analytics, Data Mining, Data Science projects? Useful #Cheatsheet: #Python, R #rstats code for #MachineLearning Algorithms; TPOT: A #Python Tool for Automating Data Science; Randomize Acceptance of Borderline Research Papers, save 25 reviewer person-years.

  Cheat Sheet, Facebook, TensorFlow, Top tweets

• Top KDnuggets tweets, Jul 14-20: The Master #Algorithm: Quest for the Ultimate #Learning #Machine; Most Influential Data Scientists - Jul 21, 2015.
  
  The Master #Algorithm: Quest for the Ultimate #Learning #Machine; Most Influential Data Scientists; 50+ #DataScience and #MachineLearning #CheatSheets; ;R remains primary #Analytics language, but #Python grows faster.

  Cheat Sheet, Pedro Domingos, Python vs R, Starbucks

• KDnuggets™ News 15:n22, Jul 15: Deep Learning, Empiricism, & Perfect Girl; 50+ Cheat Sheets; R vs Python - Jul 15, 2015.
  
  Deep Learning and the Triumph of Empiricism; 50+ Data Science and Machine Learning Cheat Sheets; 3 Ways to Master Uplift Modeling; Can Deep Learning Help you Find the Perfect Girl?

  Cheat Sheet, Deep Learning, Emacs, Python vs R

• 50+ Data Science and Machine Learning Cheat Sheets - Jul 14, 2015.
  
  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.

  Cheat Sheet, Data Science, Django, Hadoop, Machine Learning, Python, R

• Top KDnuggets tweets, Mar 30 – Apr 01: Very useful! Data Visualization with ggplot2 CheatSheet - Apr 2, 2015.
  
  Very useful! Data Visualization with ggplot2 Cheat Sheet; Great Data Science resource: Intro to Statistics using Python, Pandas; 14 Best Python Pandas Features; Data Science shows why taxis can never compete.

  Andrew Ng, Cheat Sheet, ggplot2, Lionel Messi, Pandas, Python, Soccer, Uber

• Top KDnuggets tweets, Jan 19-25: Facebook open sources its Deep Learning tools; Intro to Python and IPython for Data Mining - Jan 26, 2015.
  
  Very useful: Intro to #Python and #IPython for #DataMining; Chart Type #CheatSheet: The Guide to Chart Design; Optimizing optimization algorithms; How to Choose between learning #Python or R? You can't go wrong.

  Cheat Sheet, Data Visualization, Deep Learning, DeepMind, Demis Hassabis, Facebook, IPython, Python

• Year in Review: Top KDnuggets tweets in November - Dec 27, 2014.
  
  P-values, the "gold standards" of statistical validity, are not as reliable; Nate Silver on 3 Keys to Great Information Design; Keep this #Python Cheat Sheet handy when learning to code; 8 Steps to Becoming a #DataScientist.

  Cheat Sheet, Data Science Education, Nate Silver, P-value, Python

• Top KDnuggets tweets last week, Nov 17-23: Keep this #Python Cheat Sheet handy; Is #BigData The Most Hyped Technology? - Nov 24, 2014.
  
  Keep this #Python Cheat Sheet handy when learning to code; Is #BigData The Most Hyped Technology Ever?; Huge advance by Stanford and Google: #AI software recognizes images, writes captions; 20 Insane Things That Correlate W/ Each Other.

  AI, Big Data Hype, Cheat Sheet, Google, Image Recognition, Python, Stanford

• Top KDnuggets tweets, Nov 17-18: Keep this #Python Cheat Sheet handy; Is #BigData The Most Hyped Technology Ever? - Nov 19, 2014.
  
  Keep this #Python Cheat Sheet handy when learning to code; Is #BigData The Most Hyped Technology Ever? No (at least not yet); How to become a data scientist in 8 (not so) easy steps;R and Hadoop make Machine Learning Possible for Everyone.

  Big Data Hype, Cheat Sheet, Data Scientist, Data Visualization, Python

• Top KDnuggets tweets, Oct 13-14: Data mining classics: Classifying Shakespearean Drama - Oct 15, 2014.
  
  Also - The Open Source Data Science MS Curriculum: UW/Coursera + Harvard ; Statistical Modeling vs Machine Learning - mapping the terms and concepts; Very useful! Python 2.7 Quick Reference Sheet.

  Cheat Sheet, Coursera, Data Science Education, MS in Data Science, Python, Shakespeare

• Top KDnuggets tweets, Sep 29-30: Machine learning #cheatsheet; Can you find McDonald faster than a computer? - Oct 1, 2014.
  
  Machine learning #cheatsheet on github; Great list of resources on Cloud Computing, #BigData; Excellent (but scary) demo: Can you find the nearest McDonald faster than a computer? Top 10 presentations about data science / #BigData on SlideShare.

  Cheat Sheet, Julia, Juno, Machine Learning, McDonalds, NoSQL, SlideShare

• Top KDnuggets tweets, Jun 9-10: Numeric Matrix Manipulation: Cheat Sheet; The First Law of Data Science - Jun 11, 2014.
  
  Also - The First Law of Data Science: Do Umbrellas Cause Rain? ; Tell Your Kids to be Data Scientists - Not Doctors; DLib Library for Machine Learning

  Causation, Cheat Sheet, Correlation, Data Scientist, Julia, numpy

• Top stories in May: New Poll – Analytics, Data Mining Software; Data Science Cheat Sheets - Jun 5, 2014.
  
  New Poll: Analytics, Data Mining, Data Science Software Used? Guide to Data Science Cheat Sheets; Big Data Landscape, v 3.0, analyzed; Where to Learn Deep Learning.

  Big Data, Cheat Sheet, Data Science, Deep Learning, Landscape, Poll, Top stories

• KDnuggets 14:n12, Annual Poll: Software Used? Tamr & Data Curation; Data Science Cheat Sheets - May 21, 2014.
  
  Latest analytics/data mining news, including Features, Software, Opinions and Interviews, News, Webcasts, Courses, Meetings and Reports, Jobs, Publications, Top Tweets, and CFP.

  Cheat Sheet, Data Curation, Poll, Tamr

• Top stories for May 11-17 - May 19, 2014.
  
  Guide to Data Science Cheat Sheets; Watch: Basics of Machine Learning; Cartoon: Data Visualization meets 3-D Printer; Social Media and Web Analytics Innovation Summit 2014 Highlights.

  3-D Printing, Cartoon, Cheat Sheet, Machine Learning, Summit, Top stories

• Top KDnuggets tweets, May 12-13: Guide to Data Science Cheat Sheets; How to analyze Facebook Networks using R - May 14, 2014.
  
  Guide to Data Science Cheat Sheets; Clever hack: How to analyze Facebook Networks using R; Very useful - Introduction to #SQL for Data Scientists; Planning a late career shift to Analytics /Data Science? Be prepared.

  Career, Cheat Sheet, Facebook, R, SQL

• Guide to Data Science Cheat Sheets - May 12, 2014.
  
  Selection of the most useful Data Science cheat sheets, covering SQL, Python (including NumPy, SciPy and Pandas), R (including Regression, Time Series, Data Mining), MATLAB, and more.

  Cheat Sheet, Data Science, Python, R, SQL

• Top KDnuggets tweets, Apr 30 – May 1: Chart Cheat Sheet: When to use Bar, Stacked, Donut - May 2, 2014.
  
  Useful! Chart Cheat Sheet: When to use Bar, Stacked, Line, Donut, Choropleth; Microsoft Data Scientist; The Deep Dive: SAS vs. R: younger Data Scientists prefer R ; Massachusetts releases Big Data Report 2014.

  Cheat Sheet, Massachusetts, Microsoft, R, SAS

• Top KDnuggets tweets, Apr 21-22 - Apr 23, 2014.
  
  Sweet! Chocolate Consumption strongly correlated to Nobel Prizes; Cheat Sheets for Data Scientists; New Book: Social Media Mining - free PDF download; Elusive Data Scientists Driving High Salaries.

  Cheat Sheet, Chocolate, Microsoft, Nobel, Salary, Social Media Analytics