Top tweets (230)

• Top KDnuggets tweets, Mar 28 – Apr 03: A “Weird” Intro to Deep Learning; Why so many data scientists are leaving their jobs - Apr 4, 2018.
  
  Also: Don't learn #MachineLearning in 24 hours; Introduction to Functional Programming in #Python

  Career, Deep Learning, Functional Programming, Top tweets

• Top KDnuggets tweets, Mar 21-27: 30 Essential #DataScience, #MachineLearning & #DeepLearning Cheat Sheets - Mar 28, 2018.
  
  Also: #Data Skills: They’re Not Just for #DataScientists #DataScience; 50 Must-Read Books for #MachineLearning , #DeepLearning; #DataScience Lessons learned from #MarchMadness competition on @kaggle

  Top tweets

• Top KDnuggets tweets, Mar 14-20: Introduction to Markov Chains “What are Markov chains, when to use them, and how they work” - Mar 21, 2018.
  
  Also: Reinforcement Learning Cheat Sheet; How to do #MachineLearning Efficiently; 6 Interesting Things You Can Do with #Python on #Facebook Data; Demystifying #Docker for #DataScientists

  Top tweets

• Top KDnuggets tweets, Mar 7-13: #MachineLearning Algorithms: Which One to Choose for Your Problem; Train Your ML Models on Google GPUs for Free - Mar 15, 2018.
  
  Also Introduction to Markov Chains; 18 Inspiring Women In #AI, #Analytics #BigData, #DataScience, #MachineLearning.

  Deep Learning, Google Colab, Markov Chains, Top tweets

• Top KDnuggets tweets, Feb 28 – Mar 6: How to build a #deeplearning model in 15 minutes - Mar 7, 2018.
  
  Also: Introduction to Functional Programming in #Python; 5 Quick and Easy #DataVisualization in #Python with Code; Predicting the 2018 #Oscar Winners with #MachineLearning; #Keras implementations of Generative Adversarial Networks

  Top tweets

• Top KDnuggets tweets, Feb 21-27: Top 20 Python #AI and #MachineLearning Open Source Projects; Intro to Reinforcement Learning Algorithms - Feb 28, 2018.
  
  Also: #NeuralNetwork #AI is simple. So... Stop pretending; 5 Free Resources for Getting Started with #DeepLearning for Natural Language Pro; Want a Job in #Data? Learn This

  Deep Learning, Machine Learning, NLP, Python, Reinforcement Learning, Top tweets

• Top KDnuggets tweets, Feb 14-20: Neural Network AI is simple. So… Stop pretending you are a genius - Feb 21, 2018.
  
  #NeuralNetwork #AI is simple. Stop pretending you are a genius; Cartoon: #ValentinesDay or #MachineLearning Problems in 2118; #MachineLearning Top 10 Open Source Projects.

  Open Source, Top tweets

• Top KDnuggets tweets, Feb 7–13: Fundamentals of #MachineLearning and #DeepLearning in #Python using Scikit-Learn and #TensorFlow - Feb 14, 2018.
  
  Also: Transfer Learning using differential learning rates; Which #MachineLearning #Algorithm be used in year 2118? We explain why it will be #Regression; 5 Fantastic Practical #MachineLearning Resources

  Top tweets

• Top KDnuggets tweets, Jan 31 – Feb 6: #DeepLearning for Natural Language Processing: Tutorials with Jupyter Notebooks - Feb 7, 2018.
  
  Also: Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples; Why Generalists Dominate #DataScience - an inconvenient truth; #ICYMI A Beginner’s Guide to Data Engineering  –  Part I

  Top tweets

• Top KDnuggets tweets, Jan 24-30: Top 10 Algorithms for Machine Learning Newbies; Want to Become a Data Scientist? Try Feynman Technique - Jan 31, 2018.
  
  Also: Chronological List of AI Books To Read - from Goedel, Escher, Bach ... ; Aspiring Data Scientists! Start to learn Statistics with these 6 books.

  Algorithms, Cloud Computing, Google, GPU, Top tweets

• Top KDnuggets tweets, Nov 17 – 23: 10 Free #MachineLearning and #DataScience Books; Fundamental #Python #DataScience Libraries: A Cheatsheet #pandas - Jan 24, 2018.
  
  Also: Advice For New and Junior #DataScientists; 5 EBooks to Read Before Getting into A #MachineLearning Career; #Blockchain or Bullshit; 30 Essential #DataScience, #MachineLearning & #DeepLearning Cheat Sheets

  Top tweets

• Top KDnuggets tweets, Jan 10-16: The Art of Learning #DataScience; Gradient Boosting in #TensorFlow vs XGBoost - Jan 17, 2018.
  
  Also Japanese scientists just used #AI #DeepLearning to read minds and it's amazing; Using #DeepLearning to Solve Real World Problems.

  Gradient Boosting, TensorFlow, Top tweets, XGBoost

• Top KDnuggets tweets, Jan 3-9: A collection of Jupyter notebooks NumPy, Pandas, matplotlib, basic #Python #MachineLearning - Jan 10, 2018.
  
  Artificial General Intelligence (AGI) in less than 50 years; Top KDnuggets tweets: 10 Free Must-Read Books for #MachineLearning and #DataScience; The Art of Learning #DataScience; Supercharging Visualization with Apache Arrow; Docker for #DataScience

  Jupyter, numpy, Pandas, Top tweets

• Top KDnuggets tweets, Dec 27 – Jan 02: 10 Free Must-Read Books for #MachineLearning and #DataScience - Jan 3, 2018.
  
  Also #TensorFlow: A proposal of good practices for files, folders and models; Creating REST API for #TensorFlow models; The Most Popular Language For #MachineLearning and #DataScience Is ...

  API, Blockchain, Free ebook, Gradient Boosting, TensorFlow, Top tweets

• Top KDnuggets tweets, Dec 20-26: Harvard CS109 #DataScience Course Resources; Computer Vision by Andrew Ng: Lessons Learned - Dec 27, 2017.
  
  Also: Ten years in, nobody has come up with a use for #blockchain - here is what happened; Can I Become a #DataScientist: Research into 1,001 #DataScience Profiles.

  Andrew Ng, Blockchain, Computer Vision, Data Science Education, Top tweets

• Top KDnuggets tweets, Dec 13-19: The Art of Learning Data Science; Data Science, ML Main Developments, Key Trends - Dec 20, 2017.
  
  The Art of Learning #DataScience; How to Generate FiveThirtyEight Graphs in #Python; #TensorFlow for Short-Term Stocks Prediction; 15 Mathematics MOOCs for #DataScience.

  Data Science, Data Visualization, Python, TensorFlow, Top tweets

• Top KDnuggets tweets, Dec 06-12: Top #DataScience and #MachineLearning Methods Used in 2017; Geoff Hinton Capsule Networks – a new way for machines to see - Dec 13, 2017.
  
  Also The first international #beauty contest decided by #AI #algorithm sparked controversy; 4 Common #Data Fallacies That You Need To Know; Using #DeepLearning to Solve Real World Problems; Best Online Masters in #DataScience and #Analytics.

  AI, Backpropagation, Bias, Capsule Networks, Data Science Tools, Geoff Hinton, Regression, Top tweets

• Top KDnuggets tweets, Nov 29 – Dec 5: Teaching the Data Science Process - Dec 6, 2017.
  
  Also An Introduction to Key Data Science Concepts; Using Deep Learning To Extract Knowledge From Job Descriptions; A General Approach to Preprocessing Text Data; keras-text - A Text Classification Library in #Keras.

  Data Science Education, Deep Learning, Keras, Text Mining, Top tweets

• Top KDnuggets tweets, Nov 15-21: DeepLearning is “shallow”: here are underlying concepts you need - Nov 27, 2017.
  
  Also: New Poll: Data Science / Machine Learning methods you used; The amazing predictive power of conditional probability in Bayes Nets; The 10 Statistical Techniques Data Scientists Need to Master.

  Bayesian Networks, Deep Learning, Speech Recognition, Top tweets

• Top KDnuggets tweets, Nov 08-14: Approaching (Almost) Any NLP Problem on #Kaggle; Choosing an Open Source #MachineLearning Library - Nov 15, 2017.
  
  Also: What is the difference between Bagging and Boosting?; Which #Python package manager should you use?; The Practical Importance of Feature Selection.

  Capsule Networks, Kaggle, Machine Learning, NLP, Top tweets

• Top KDnuggets tweets, Nov 01-07: Airbnb develops an #AI which converts design into source code - Nov 8, 2017.
  
  Also: One LEGO at a time: Explaining the #Math of How #NeuralNetworks Learn; 6 Books Every #DataScientist Should Keep Nearby; Direct from Sebastian Raschka #Python #MachineLearning book, new edition.

  AI, AirBnB, Books, Machine Learning, Neural Networks, Python, Sebastian Raschka, Top tweets

• Top KDnuggets tweets, Oct 25-31: 30 Essential Data Science, Machine Learning, Deep Learning Cheat Sheets; Google Brain chief: DL takes at least 100,000 examples - Nov 1, 2017.
  
  Also Applied #AI Summit will give you the tools for your AI journey, 5-7 Feb, London;10 Free Must-Read Books for Machine Learning, Data Science; Ranking Popular #DeepLearning Libraries for #DataScience.

  Deep Learning, London, Top tweets

• Top KDnuggets tweets, Oct 18-24: Chihuahua or muffin? The #DataScience Project Playbook - Oct 25, 2017.
  
  Chihuahua or muffin? My search for the best computer vision API; Could #AI Be the Future of #FakeNews and Product Reviews? 7 Types of Artificial #NeuralNetworks for NLP.

  Computer Vision, Fake News, NLP, Top tweets

• 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

• Top KDnuggets tweets, Oct 04-10: Using #MachineLearning to Predict, Explain Attrition; Tidyverse, an opinionated #DataScience Toolbox in R - Oct 11, 2017.
  
  Also #MachineLearning: Understanding Decision Tree Learning; #PyTorch tutorial distilled - Moving from #TensorFlow to PyTorch.

  Attrition, Decision Trees, Machine Learning, PyTorch, Tidyverse, Top tweets

• Top KDnuggets tweets, Sep 27 – Oct 03: Introduction to #Blockchains & What It Means to #BigData; 7 More Steps to Mastering #MachineLearning With #Python - Oct 4, 2017.
  
  Also Jupyter Notebooks are Breathtakingly Featureless - Use Jupyter Lab; The 4 Types of Data #Analytics; Aspiring Data Scientists! Learn the basics with these 7 books.

  Blockchain, Books, Jupyter, TensorFlow, Top tweets

• 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

• Top KDnuggets tweets, Sep 13-19: Top Books on NLP; What Else Can AI Guess From Your Face? - Sep 20, 2017.
  
  Also: The Ten Fallacies of Data Science; #Python #Pandas tips and tricks; Geoff Hinton says we need to start all over.

  Geoff Hinton, NLP, Pandas, Python, Top tweets

• Top KDnuggets tweets, Sep 06-12: Visualizing Cross-validation Code; Intro to #Blockchain and #BigData - Sep 13, 2017.
  
  Also: WTF #Python - A collection of interesting and tricky Python examples; Thoughts after taking @AndrewYNg #Deeplearning #ai course; Another #Keras Tutorial For #NeuralNetwork Beginners.

  Andrew Ng, Blockchain, Cross-validation, Jeremy Howard, Keras, Python, Top tweets

• Top KDnuggets tweets, Aug 30 – Sep 5: Python overtakes R, becomes the leader in #DataScience; Humble Book Bundle: #DataScience - Sep 6, 2017.
  
  Also: Pandas tips and tricks #Python #DataScience; How I replicated an $86 million project in 57 lines of code; Future #MachineLearning Class.

  Machine Learning, Pandas, Python, Top tweets

• Top KDnuggets tweets, Aug 23-29: Python overtakes R, becomes the leader in #DataScience, #MachineLearning; I built a #chatbot in 2 hours - Aug 30, 2017.
  
  Also: Recommendation System Algorithms Overview; The Connection Between #DataScience, #MachineLearning and #AI; The Ultimate Guide to Basic Data Cleaning.

  Chatbot, Neural Networks, Python vs R, Recommender Systems, Top tweets

• Top KDnuggets tweets, Aug 16-22: Getting Started with #DeepLearning - Aug 23, 2017.
  
  Also: No surprise, Gartner ranks #AI as the top technology to watch in coming years; TOP 100 @medium articles on #AI / #MachineLearning / #DeepLearning.

  AI, Deep Learning, Gartner, Top tweets

• Top KDnuggets tweets, Aug 09-15: #Tensorflow tutorials and best practices; Top Influencers for #DataScience - Aug 16, 2017.
  
  Also 37 Reasons why your #NeuralNetwork is not working; Making Predictive Model Robust: Holdout vs Cross-Validation.

  Influencers, Python, TensorFlow, Top tweets

• Top KDnuggets tweets, Aug 2-8: PyTorch: concise overview of the framework and its tensor implementation - Aug 9, 2017.
  
  Also: What is the most important step in a #MachineLearning project? #MachineLearning Algorithms: a concise technical overview; McKinsey state of #MachineLearning and #AI.

  Machine Learning, PyTorch, Top tweets

• Top KDnuggets tweets, Jul 26 – Aug 01: 37 Reasons why your #NeuralNetwork is not working; Machine Learning Exercises in Python - Aug 2, 2017.
  
  Also Hill criteria for #causality vs #correlation via #xkcd cartoons; #MachineLearning Workflows in #Python from Scratch Part 2: k-means Clustering

  Causation, Machine Learning, Neural Networks, Python, TensorFlow, Top tweets

• Top KDnuggets tweets, Jul 19-25: 5 Free Resources for Getting Started with #DeepLearning for NLP; 10 Free Must-Read Books for ML, DS - Jul 26, 2017.
  
  Also: 10 Free Must-Read Books for #MachineLearning and #DataScience; 4 cases when not to use #DeepLearning; #Internet speed and cost by country

  Deep Learning, NLP, South Korea, Top tweets

• Top KDnuggets tweets, Jul 12-18: 10 Free #MustRead Books for #MachineLearning and #DataScience; Why #AI and Machine Learning? - Jul 19, 2017.
  
  Also top 32 Reasons #DataScience Projects and Teams Fail; Text Classifier Algorithms in #MachineLearning; The 4 Types of #Data #Analytics: Descriptive, Diagnostic ...

  Data Science Team, Free ebook, Text Classification, Top tweets

• Top KDnuggets tweets, Jul 05-11: 10 Free Must-Read Books for #MachineLearning and #DataScience; Why AI and Machine Learning? - Jul 12, 2017.
  
  Also great overview: Unintuitive properties of #NeuralNetworks; #Apache #Flink vs #Spark: The Strange Loop in #DeepLearning - the coolest idea in #MachineLearning in 20 yrs;

  Deep Learning, Flink, Free ebook, Machine Learning, Neural Networks, Top tweets

• Top KDnuggets tweets, Jun 28-Jul 4: Cheat Sheet of #MachineLearning and #Python Cheat Sheets; Learning #DeepLearning with #Keras - Jul 5, 2017.
  
  Also: Train your #deeplearning model faster and sharper — two novel techniques; Lecture Collection - Natural Language Processing with #DeepLearning (Winter 2017) [Stanford]; #ICYMI 10 Free Must-Read Books for #MachineLearning and #DataScience

  Top tweets

• Top KDnuggets tweets, Jun 21-27: An Introduction to Key #DataScience Concepts; Emerging #BigData #DeepLearning #Python Ecosystem - Jun 28, 2017.
  
  Also 5 #EBooks to Read Before Getting into #DataScience; Awesome Public Datasets on GitHub; The Data Science Process, Rediscovered.

  Data Science, Explained, Top tweets

• Top KDnuggets tweets, Jun 14-20: 5 EBooks to Read Before Getting into A Data Science or Big Data Career - Jun 21, 2017.
  
  Also 10 Free Must-Read Books for #MachineLearning and #DataScience; #Keras implementation of a simple Neural Net module for relational reasoning; Applying #deeplearning to real-world problems

  ebook, Keras, Machine Learning, Top tweets

• Top KDnuggets tweets, Jun 07-13: Is Regression Analysis Really Machine Learning? - Jun 14, 2017.
  
  Machine Learning in Real Life: Tales from the Trenches; Is Regression Analysis Really Machine Learning?; Implementing Your Own k-Nearest Neighbour Algorithm Using Python; Building Simple Neural Networks - TensorFlow for Hackers.

  Andrew Ng, Machine Learning, TensorFlow, Top tweets

• Top KDnuggets tweets, May 31-Jun 6: Essential Cheat Sheets for #MachineLearning and #DeepLearning - Jun 7, 2017.
  
  The Artificial #ArtificialIntelligence Bubble and the Future of #Cybersecurity; Which #MachineLearning #Algorithm Should I Use? A handy #cheatsheet; 50 Companies Leading The #AI Revolution, Detailed; #MachineLearning Workflows in #Python from Scratch Part 1: Data Preparation

  Top tweets

• Top KDnuggets tweets, May 24-30: #DataScience for Beginners; 10 Free Must-Read Books for #MachineLearning and #DataScience - May 31, 2017.
  
  Real-time face detection and emotion/gender classification; Top 20 #Python #MachineLearning Open Source Projects, updated; Stanford CS231n lecture slides: #DeepLearning software; #DataScience platforms are on the rise

  Top tweets

• Top KDnuggets tweets, May 17-23: Beginner Guide To Understanding Convolutional Neural Networks; Big Data 2017: Top Influencers and Brands - May 24, 2017.
  
  #BigData 2017: Top Influencers and Brands; #ICYMI 10 Free Must-Read Books for #MachineLearning and #DataScience; Good Test for #DeepLearning #ImageRecognition? #Chihuahua or #Muffin

  Big Data Influencers, Convolutional Neural Networks, Top tweets

• Top KDnuggets tweets, May 10-16: Which Machine Learning algorithm should I use? #cheatsheet - May 17, 2017.
  
  Also HDFS vs. HBase: All you need to know #BigData mini-tutorial; #MachineLearning overtaking #BigData?

  Algorithms, Machine Learning, Top tweets

• Top KDnuggets tweets, May 03-09: New Poll: What software you used for Analytics, Data Science? Approaching (Almost) Any #MachineLearning Problem - May 10, 2017.
  
  Also Is #MachineLearning overtaking #BigData? What Do Frameworks Offer Data Scientists that #Programming Languages Lack?; Seeing Theory - A Brown University visual intro to probability and stats.

  Data Visualization, Top tweets

• Top KDnuggets tweets, Apr 26 – May 02: Face Recognition with Python, in under 25 lines of code - May 3, 2017.
  
  Face Recognition with Python, in under 25 lines of code; Try #DeepLearning in #Python w. a fully pre-configured VM; Homo Bayesians #MachineLearning #humor #cartoon; The Most Popular Language For #MachineLearning, #DataScience Is ...

  Deep Learning, Face Recognition, Pandas, Python, Top tweets

• Top KDnuggets tweets, Apr 19-25: 10 Free Must-Read Books for Machine Learning and Data Science - Apr 26, 2017.
  
  Also Practical #DeepLearning For Coders-18 hours of free lessons; Different views of #Machinelearning #cartoon #humor; Scikit-learn #MachineLearning classification algorithms.

  Deep Learning, Free ebook, Machine Learning, scikit-learn, Top tweets

• Top KDnuggets tweets, Apr 12-18: 10 Free Must-Read Books for #MachineLearning and #DataScience - Apr 19, 2017.
  
  Also Modern NLP in Python, or What you can learn about food by analyzing a million Yelp reviews; The Periodic Table of #DataScience; What is #Blockchain Technology?

  Blockchain, Data Science, Free ebook, NLP, Python, Top tweets, Yelp

• Top KDnuggets tweets, Apr 05-11: 10 Free Must-Read Books for Machine Learning, Data Science; Making beautiful data visualizations in Python, matplotlib - Apr 12, 2017.
  
  10 Free Must-Read Books for Machine Learning and Data Science; How to make beautiful data visualizations in Python with matplotlib; #DeepLearning in 7 lines of code; Data Science of Variable Selection: A Review.

  Data Visualization, Free ebook, Matplotlib, Python, Top tweets

• Top KDnuggets tweets, Mar 29 – Apr 04: Free Must-Read Books for #MachineLearning; #Apache Slug, new #BigData project - Apr 5, 2017.
  
  Also Self-driving talent is fleeing Google and Uber to catch the autonomous-driving; Using Docker, CoreOS For #GPU Based #DeepLearning; A Short Guide to Navigating the Jupyter Ecosystem.

  Docker, Free ebook, GPU, Self-Driving Car, Top tweets

• Top KDnuggets tweets, Mar 22-28: Big #DataScience: Expectation vs. Reality - Mar 29, 2017.
  
  Also A Gentle Introduction To Graph Theory; An Overview of #Python #DeepLearning Frameworks; The Great Algorithm Tutorial Roundup.

  Graph Theory, Jupyter, Python, Top tweets

• Top KDnuggets tweets, Mar 15-21: Reverse-engineering a $500M AI company in one week; Climate Change Denial and CO2 Emissions - Mar 22, 2017.
  
  Also Hastie, Tibshirani and Friedman - The Elements of Statistical Learning Book PDF; Getting Close and Personal w. #MachineLearning #Algorithms; Open Source Toolkits for Speech Recognition.

  AI, Climate Change, Speech Recognition, Statistical Learning, Top tweets

• Top KDnuggets tweets, Mar 08-14: In-depth introduction to Machine Learning in 15 hours of expert videos - Mar 15, 2017.
  
  Also: #ICYMI The #DataScience Project Playbook; Every Intro to #DataScience Course on the Internet, Ranked; Quick reference to #Python in a single script.

  Online Education, Python, Statistical Learning, Top tweets

• Top KDnuggets tweets, Mar 01-07: Google Unveils Neural Network with “Superhuman” Ability to Determine the Location of Almost Any Image - Mar 8, 2017.
  
  Also Deep Forest: Towards An Alternative to Deep #NeuralNetworks; An Overview of #Python #DeepLearning Frameworks; The Gentlest Introduction to Tensorflow - Part 2.

  Deep Learning, Geo-Localization, Google, Top tweets

• Top KDnuggets tweets, Feb 22-28: 50 Companies Leading the #AI Revolution; #AI Nanodegree Program Syllabus - Mar 1, 2017.
  
  50 Companies Leading the #AI Revolution; #AI Nanodegree Program Syllabus: Term 1, In Depth; What is a Support Vector Machine, and Why Would I Use it?; 6 Easy Steps to Learn Naive #Bayes Algorithm (with code in #Python).

  AI, Bayesian, Online Education, Python, Reinforcement Learning, Top tweets, Udacity

• Top KDnuggets tweets, Feb 15-21: curated list of top #DeepLearning papers; Hill for the #DataScientist: An xkcd Story - Feb 22, 2017.
  
  Sir Austin Bradford Hill for the #DataScientist: An xkcd Story; Attacking #machinelearning with adversarial examples; Hans Rosling: An Appreciation - Great Data Scientist, Great Human #RIP; The Most Popular Language For #MachineLearning and #DataScience Is ...

  Adversarial, Computer Vision, Deep Learning, Hans Rosling, Top tweets

• Top KDnuggets tweets, Feb 08-14: 5 Free Courses for Getting Started in AI; Deep Learning for NLP at Oxford, course materials - Feb 15, 2017.
  
  5 Free Courses for Getting Started in #AI; Python #DataScience tutorial: Making #Python Speak #SQL with pandasql; Course materials: #DeepLearning for Natural Language Processing at Oxford; Resources for Learning AI, courtesy of McGill #AI Society.

  AI, Deep Learning, NLP, R Packages, Top tweets

• Top KDnuggets tweets, Feb 01-07: Learning to Learn by Gradient Descent by Gradient Descent - Feb 8, 2017.
  
  Also #DeepLearning Research Review: Natural Language Processing; K-Means, Other Clustering Algorithms: A Quick Intro with #Python; Why #DeepLearning Needs Assembler Hackers.

  Clustering, Deep Learning, K-means, LSTM, Top tweets

• Top KDnuggets tweets, Jan 25-31: Python implementations of Andrew Ng #MachineLearning MOOC exercises - Feb 1, 2017.
  
  #Python implementations of Andrew Ng #MachineLearning MOOC exercises; This repository contains the entire #Python #DataScience Handbook; What are the best #visualizations of #MachineLearning algorithms? Learn #TensorFlow and #DeepLearning, without a PhD.

  Algorithms, Andrew Ng, Data Visualization, Machine Learning, Python, TensorFlow, Top tweets

• Top KDnuggets tweets, Jan 18-24: Most Popular Language For #MachineLearning and #DataScience; Intro to Geospatial Data with #Python - Jan 25, 2017.
  
  The Most Popular Language For #MachineLearning and #DataScience; Introduction to Geospatial Data with #Python; The #DataScience Puzzle, Revisited; Best #DataScience Books and Articles That Will Surge Your Career

  Top tweets

• Top KDnuggets tweets, Dec 21 – Jan 03: R vs Python: A Comparison and Free Books to Learn; Popular Deep Learning Tools – a review - Jan 4, 2017.
  
  R vs Python: A Comparison and Free Books to Learn; The Five Capability Levels of Deep Learning - Yann Lecun view; The Future Of Machine Learning, McKinsey 2016 Analytics Study; #BigData: Main Developments in 2016 and Key Trends in 2017

  Deep Learning, IoT, Machine Learning, Python vs R, Top tweets

• Top KDnuggets tweets, Dec 14-20: False positives versus false negatives: Best explanation ever - Dec 21, 2016.
  
  Also #MachineLearning, #AI experts: Main Developments 2016, Key Trends 2017; Official code repository for #MachineLearning with #TensorFlow book; Top 10 Essential Books for the #Data Enthusiast.

  2017 Predictions, Explanation, Machine Learning, Statistics, TensorFlow, Top tweets

• Top KDnuggets tweets, Dec 7-13: Want to learn Numpy? A Github repo of Numpy learning exercises - Dec 14, 2016.
  
  Also Deep Learning Roadmap: "Which paper should I start reading from?"; Free ebooks: #MachineLearning with #Python and Practical Data Analysis; Daily plan for studying to become a Google software engineer.

  Deep Learning, numpy, Python, Software Engineer, Top tweets

• Top KDnuggets tweets, Nov 30 – Dec 06: A great and useful collection of minimal and clean implementations of #MachineLearning algorithms - Dec 7, 2016.
  
  Also: #MachineLearning Yearning book draft, Free Download, by Andrew Ng; A short guide to learn #NeuralNets, and maybe get famous and rich with #DeepLearning; Free Book: Foundations of Computer Science, Aho & Ullman.

  Andrew Ng, Free ebook, Machine Learning, Neural Networks, Top tweets

• Top KDnuggets tweets, Nov 23-29: The Entire #Python Language in a Single Image ; Great list of Data Science, Machine Learning, AI Resources - Nov 30, 2016.
  
  The Entire #Python Language in a Single Image; Cartoon: Thanksgiving, #BigData, and Turkey #DataScience; 50% of Data Scientists have under 10 GB databases, not #BigData; Machine Learning Algorithms: A Concise Technical Overview

  Machine Learning, Python, Resources, SAP HANA, Top tweets

• Top KDnuggets tweets, Nov 16-22: Top 20 #Python #MachineLearning #OpenSource Projects; Shortcomings of #DeepLearning - Nov 23, 2016.
  
  Top 20 #Python #MachineLearning #OpenSource Projects; Shortcomings of #DeepLearning; What is the Difference Between #DeepLearning and Regular #MachineLearning?; Questions To Ask When Moving #MachineLearning From Practice to Production; How to Choose the Right #Database System

  Deep Learning, Machine Learning, Open Source, Python, Top tweets

• Top KDnuggets tweets, Nov 9-15: #Trump, limits of #prediction; #TensorFlow French-to-English machine translation - Nov 16, 2016.
  
  #Trump, limits of #prediction, and lessons for #DataScience of #polls; A #TensorFlow implementation of French-to-English machine translation using @DeepMindAI ByteNet; 18 top women in #DataScience to follow on Twitter; A complete daily plan for studying to become a #MachineLearning #Engineer

  Data Science, Elections, Natural Language Processing, Top tweets

• Top KDnuggets tweets, Nov 2-8: 35 #OpenSource tools for Internet of Things; An Introduction to Ensemble Learners - Nov 9, 2016.
  
  21 Must-Know #DataScience Interview Questions with Answers; Big Data Science: Expectation vs. Reality; Big #DataScience: Expectation vs. Reality; The 10 Algorithms #MachineLearning Engineers Need to Know.

  Data Science, IoT, Top tweets

• Top KDnuggets tweets, Oct 26-Nov 1: #BigData Science: Expectation vs. Reality; @AndrewNg #MachineLearning Course material - Nov 2, 2016.
  
  #BigData Science: Expectation vs. Reality; Stanford CS 229: #MachineLearning Course material; Google - Decoding the micro-moments of #baseball via #BigData; Is your Code Good Enough to call Yourself a #DataScientist?

  Top tweets

• Top KDnuggets tweets, Oct 19-25: 5 #MachineLearning EBooks to Read; Top #DataScience @LinkedIn Groups in 2016 - Oct 26, 2016.
  
  5 EBooks to Read Before Getting into A #MachineLearning Career; Top @LinkedIn Groups for #Analytics, #BigData, #DataMining, #DataScience in 2016; #ICYMI 10 Algorithms #MachineLearning Engineers Need to Know; European #MachineIntelligence Landscape

  Top tweets

• Top KDnuggets tweets, Oct 12-18: #DeepLearning Key Terms, Explained; Free Foundations of #DataScience text PDF - Oct 20, 2016.
  
  #DeepLearning Key Terms, Explained; Free Foundations of #DataScience text PDF; Top 12 Interesting Careers to Explore in #BigData; #ICYMI The 10 Algorithms #MachineLearning Engineers Need to Know

  Algorithms, Career, Deep Learning, Free ebook, Top tweets

• Top KDnuggets tweets, Oct 05-11: Most Active #DataScientists on #Github; Why Not So Hadoop? - Oct 12, 2016.
  
  Most Active #DataScientists, Free Books, Notebooks & Tutorials on #Github; Why Not So Hadoop?; Free #MachineLearning text PDF, from theory to algorithms; Top @reddit #MachineLearning Posts September.

  GitHub, Hadoop, Machine Learning, Reddit, Top tweets

• Top KDnuggets tweets, Sep 28-Oct 4: 7 Steps to Mastering SQL for #DataScience; Biggest Issues in #DataScience - Oct 5, 2016.
  
  7 Steps to Mastering SQL for #DataScience; New Andrew Ng #MachineLearning #Book Under Construction, #Free Draft Chapters; Top #DataScientist Claudia Perlich on Biggest Issues in #DataScience; Awesome Public Datasets on GitHub

  Andrew Ng, Data Science, ebook, SQL, Top tweets

• Top KDnuggets tweets, Sep 21-27: What is the #Blockchain and Why is it So Important? Watch #StrataHadoop #NYC Keynotes Live Sep 28-29 - Sep 28, 2016.
  
  Top #DataScientists to follow on Twitter: @geoff_hinton @ylecun @SebastianThrun; What is the #Blockchain and Why is it So Important? The (Not So) New Data Scientist Venn Diagram; 9 Key #DeepLearning Papers, Explained.

  Blockchain, Facebook, Fraud, Strata, Top tweets

• Top KDnuggets tweets, Sep 14-20: Why we need #DataScience: brain wont let us see 12 black dots at intersection - Sep 21, 2016.
  
  Why we need #DataScience: brain won't let us see 12 black dots at intersections; #Blurring sensitive info no longer safe! #MachineLearning can recover originals ;Pokemon Go Data; The #NeuralNetwork Zoo - Great chart of different configurations.

  Big Data Privacy, Brain, Data Science, Neural Networks, Programming Languages, Top tweets

• Top KDnuggets tweets, Sep 07-13: Dask for #Parallel Programming; Computationally generated Average Face - Sep 14, 2016.
  
  Computationally generated Average Face; Dask for #Parallel Programming; The (Not So) New #DataScientist Venn Diagram; Human in #AI loop - #DeepLearning lets you take an image of a dress and show...

  Dask, Deep Learning, Face Recognition, Fashion, Top tweets

• Top KDnuggets tweets, Aug 31 – Sep 06: Everyone else data is smaller than you think - Sep 7, 2016.
  
  Everyone else data is smaller than you think; Cartoon: Data Scientist - the sexiest job of the 21st century until ... ; Amazon gets new UK presence, hires top #MachineLearning researcher Neil Lawrence, his team.

  Amazon, Big Data, Data Scientist, Top tweets, UK

• Top KDnuggets tweets, Aug 24-30: #DataScientist – sexiest job of the 21st century until …; Activation Function in #NeuralNetworks. - Aug 31, 2016.
  
  Cartoon: #DataScientist - sexiest job of the 21st century until ...; What is the Role of the Activation Function in Neural Networks?; LinkedIn Machine Learning team tutorial on building #Recommender system; Create a #Chatbot for #Telegram in #Python to Summarize Text.

  AI, LinkedIn, Mathematics, Neural Networks, Recommender Systems, Top tweets

• Top KDnuggets tweets, Aug 17-23: Approaching (Almost) Any #MachineLearning Problem; #Database Nirvana – can one query language rule them all? - Aug 24, 2016.
  
  In Search of #Database Nirvana - can one query language rule them all? Google Cloud Datalab: #Jupyter meets #TensorFlow, #cloud meets local deployment; Approaching (Almost) Any #MachineLearning Problem; The Gentlest Introduction to Tensorflow Part 1.

  Databases, Jupyter, Machine Learning, TensorFlow, Top tweets

• Top KDnuggets tweets, Aug 10-16: 5 EBooks to Read Before Getting into a #DataScience or #BigData Career - Aug 17, 2016.
  
  5 EBooks to Read Before Getting into a #DataScience or #BigData Career; Visualizing 1 Billion Points of #Data Webinar; #Cartoon: Make Data Great Again!; The role of the activation function in a #NeuralNetwork

  Big Data, Career, Data Science, Free ebook, Top tweets

• Top KDnuggets tweets, Aug 03-09: Understanding the Bias-Variance Tradeoff: An Overview - Aug 10, 2016.
  
  Understanding the Bias-Variance Tradeoff: An Overview; Cartoon: Facebook #DataScience experiments and Cats; Bayesian #Machine Learning, Explained; Deep Reinforcement Learning for Keras.

  Bias, Deep Learning, Keras, Reinforcement Learning, Top tweets, Variance

• Top KDnuggets tweets, Jul 27 – Aug 2: Understanding neural networks with Google TensorFlow Playground; Getting Started with Data Science in Python - Aug 3, 2016.
  
  Understanding neural networks with Google TensorFlow Playground; The 100 Best-Funded #Analytics #DataScience #Startups; Great tutorial: Getting Started with #DataScience - #Python; #MachineLearning over 1M hotel reviews: interesting insights.

  Data Science Tutorial, Neural Networks, Programming Languages, Python, Startups, TensorFlow, Top tweets

• Top KDnuggets tweets, Jul 20-26: Math-free simple explanation: #DeepLearning Demystified; Are #Humans Becoming More Machine-Like? - Jul 27, 2016.
  
  Finally, a #TensorFlow book for humans; Great math-free simple intro explanation video: Deep Learning Demystified; Does #sentiment analysis work? A tidy analysis of Yelp reviews; JupyterLab: the next generation of the #Jupyter Notebook

  Deep Learning, Humans vs Machines, TensorFlow, Top tweets

• Top KDnuggets tweets, Jul 13 – Jul 19: Bayesian #MachineLearning, Explained; Introducing JupyterLab - Jul 20, 2016.
  
  Bayesian #MachineLearning, Explained; JupyterLab: the next generation of the #Jupyter Notebook; On the importance of democratizing #ArtificialIntelligence

  Bayesian, Jupyter, Machine Learning, Python, Top tweets

• Top KDnuggets tweets, Jul 6 – Jul 12: Statistical Data Analysis #Python #Jupyter Notebooks; Modern Pandas Notebooks - Jul 13, 2016.
  
  Statistical Data Analysis in #Python (#Jupyter Notebooks); Modern Pandas: idiomatic Pandas notebook collection; New (free) book by @rdpeng: #rstats Programming for #DataScience

  Data Analysis, Jupyter, Pandas, Python, Statistical Analysis, Top tweets

• Top KDnuggets tweets, Jun 29 – Jul 5: Big Data Ecosystem is Too Damn Big!; Deep Learning Intro with Caffe and Python - Jul 6, 2016.
  
  The #BigData Ecosystem is Too Damn Big!; A Practical Introduction to #DeepLearning with Caffe and #Python; What do Postgres, Kafka, and Bitcoin have in common?

  Big Data, Bitcoin, Caffe, Kafka, Python, Top tweets

• Top KDnuggets tweets, Jun 15-21: Predicting UEFA Euro2016; Visual Explanation of Backprop for Neural Nets - Jun 22, 2016.
  
  Building statistical model to predict UEFA #Euro2016; A Visual Explanation of Back Propagation Algorithm for #NeuralNetworks; Scala is the new golden child for coding and #DataScience.

  Backpropagation, Football, Scala, Soccer, Top tweets, Yahoo

• Top KDnuggets tweets, Jun 8-14: All-in-one Docker image for Deep Learning; Good Book list for Data lovers - Jun 15, 2016.
  
  Good Book list for #Data lovers; OpenAI - a living collection of important and fun problems; All-in-one #Docker image for #DeepLearning; 10 Useful #Python #DataVisualization Libraries for Any Discipline;

  AI, Books, Data Visualization, Deep Learning, Docker, Top tweets

• Top KDnuggets tweets, Jun 1-7: “Deep” vs “Regular” Machine Learning; Introduction to Scientific Python – NumPy - Jun 8, 2016.
  
  How to Build Your Own #DeepLearning Box; What is the Difference Between #DeepLearning and "Regular" #MachineLearning? Data Science of #Variable Selection: A Review; Why choose #Python for #MachineLearning?

  Deep Learning, numpy, Python, Top tweets

• Top KDnuggets tweets, May 25-31: 19 Free eBooks to learn #programming with #Python; Awesome collection of public datasets on Github - Jun 1, 2016.
  
  Introducing Hybrid lda2vec Algorithm via Stitch Fix; #DeepLearning and Deep #Gaussian Processes - explainer; Awesome collection of public #datasets on Github; #DataScience foundations: 19 Free eBooks to learn #programming with #Python.

  Datasets, Free ebook, GitHub, Python, Top tweets

• Top KDnuggets tweets, May 18-24: Google supercharges #MachineLearning, #DeepLearning tasks with TPU (Tensor Processing Unit) - May 25, 2016.
  
  Stanford Crowd Course Initiative: #MachineLearning with #Python course; Practical Guide to Matrix Calculus for #DeepLearning; Build your own #DeepLearning Box < $1.5K

  Google, Machine Learning, Python, Top tweets, TPU

• 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, May 4-10: Understanding the Bias-Variance Tradeoff; Python, MachineLearning, & Dueling Languages - May 11, 2016.
  
  Understanding the Bias-Variance Tradeoff; Python, MachineLearning, & Dueling Languages; Why AI development is going to get even faster; Why Implement #MachineLearning Algorithms From Scratch?

  AI, Bias, Failure, Machine Learning, Top tweets, Variance

• Top KDnuggets tweets, Apr 27 – May 3: Trifecta: Python, Machine Learning, and Dueling Languages; Fun game 4 #MachineLearning newbies - May 4, 2016.
  
  Trifecta: #Python, #MachineLearning, + Dueling Languages; Cartoon: When #Automation Goes Too Far; #AI Speed: 2-year old #xkcd cartoon: cannot check if a photo has a bird; Removing Duplicates in #BigData.

  AI, TensorFlow, Top tweets, xkcd

• Top KDnuggets tweets, Apr 12-26: The Race For AI: Google, Facebook, Amazon, Apple; Comprehensive Guide to Learning #Python - Apr 27, 2016.
  
  Data Science helps see where your country will stand in WW 3; Recommender Systems: New Comprehensive Textbook; Good read: Deep Learning in Neural Networks - extreme summary; The Race For #AI: Google, Facebook, Amazon, Apple rush to grab #AI startups.

  AI, Charu Aggarwal, Deep Learning, Python, Recommender Systems, Top tweets

• Top KDnuggets tweets, Apr 6-11: Using Machine Learning to predict Villanova win; Deep Learning for Beginners – notes by research leaders - Apr 13, 2016.
  
  Deep Learning for Beginners - notes by research leaders ; Here is how Matt Harvey used #MachineLearning to predict #Villanova win; Brilliant #Dilbert cartoon: Management class on NOT listening finally pays off; #DeepLearning: 5 People To Know @AndrewYNg @Ylecun @karpathy @Peteskomoroch; #use Text Control: No formatting, No Character Formatting, Template: Default

  Basketball, Cartoon, Deep Learning, Dilbert, Top tweets

• Top KDnuggets tweets, Mar 30 – Apr 05: Top 10 Essential Books for #Data Enthusiast; If Hollywood Made #Movies About #MachineLearning - Apr 6, 2016.
  
  Top 10 Essential Books for #Data Enthusiast; If Hollywood Made #Movies About #MachineLearning; Learning to Code Diminishing Returns - coders training their digital replacements.

  Books, Programming, Skiing, Top tweets

• Top KDnuggets tweets, Mar 22-29: If Hollywood Made Movies About MachineLearning; Data Scientist on Every @AirBNB Leadership Team - Mar 30, 2016.
  
  If Hollywood Made Movies About Machine Learning; Why Airbnb Has a Data Scientist on Every Leadership Team; Very useful guide for Data Cleaning in Python; Data scientist Hilary Mason wants to show you the (near) future.

  AirBnB, Data Cleaning, Hilary Mason, Movies, Python, Top tweets