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Vincent Granville's Blog (942)

When AI (Artificial Intelligence) Goes Wrong...

The intelligence in AI is computational intelligence, and a better word could be Automated Intelligence. But when it comes to good judgment, AI is not smarter than the human brain that designed it. Many automated systems perform poorly, to the point that you are wondering if AI is an abbreviation for Artificial Innumeracy, 

Critical systems - automated piloting, running a power plant - usually do well with AI and automation, as considerable testing is done before deploying these…

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Added by Vincent Granville on August 17, 2017 at 11:30am — No Comments

Thursday News: ML Automation, Clustering, Regression, Deep Learning, IoT

Here is our list of featured articles and resources posted since Monday:

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Added by Vincent Granville on August 17, 2017 at 7:30am — No Comments

Nice Generalization of the K-NN Clustering Algorithm -- Also Useful for Data Reduction

I describe here an interesting and intuitive clustering algorithm (that can be used for data reduction as well) offering several advantages, over traditional classifiers:

  • More robust against outliers and erroneous data
  • Executing much faster
  • Generalizing well known algorithms

You don't need to know K-NN to understand this article -- but click here if you want to…

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Added by Vincent Granville on August 15, 2017 at 7:30am — 1 Comment

Weekly Digest, August 14

Monday newsletter published by Data Science Central. Previous editions can be found here.  The contribution flagged with a + is our selection for the picture of the week.

Upcoming Webinars and Resources
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Added by Vincent Granville on August 12, 2017 at 1:30pm — No Comments

Two Great Courses on Deep Learning and AI

Deep Learning, Neural Networks and AI

The course is a new one by Andrew Ng, Co-founder, Coursera; Adjunct Professor, Stanford University; formerly head of Baidu AI Group/Google Brain. It will start Aug 15. 

About this course: If you want to break into cutting-edge AI, this course will help you do so. Deep learning engineers are highly…

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Added by Vincent Granville on August 10, 2017 at 2:00pm — No Comments

Thursday News: Data Science, R, Deep Learning, AI, TensorFlow, Spark

Here is our selection of featured articles and resources posted since Monday:

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Added by Vincent Granville on August 10, 2017 at 8:00am — No Comments

27 Great Resources About Logistic Regression

This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, correlation, outliers, regression, Python, R, Tensorflow, SVM, data reduction, feature selection, experimental design, time series, cross-validation, model fitting, dataviz, AI and many more. To keep receiving these articles, …

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Added by Vincent Granville on August 8, 2017 at 5:00pm — No Comments

Free Deep Learning Book (MIT Press)

The Deep Learning textbook is a resource intended to help students and practitioners enter the field of machine learning in general and deep learning in particular. The online version of the book is now complete and will remain available online for free.…

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Added by Vincent Granville on August 8, 2017 at 9:33am — 4 Comments

Weekly Digest, August 7

Monday newsletter published by Data Science Central. Previous editions can be found here.  The contribution flagged with a + is our selection for the picture of the week.

Announcement
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Added by Vincent Granville on August 5, 2017 at 7:30pm — No Comments

Thursday News: Machine Learning, NLP, Data Lakes, R, Python, Hadoop...

Here is our list of featured articles and resources posted since Monday:

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Added by Vincent Granville on August 3, 2017 at 8:00am — No Comments

15 Great Articles About Decision Trees

This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, correlation, outliers, regression, Python, R, Tensorflow, SVM, data reduction, feature selection, experimental design, time series, cross-validation, model fitting, dataviz, AI and many more. To keep receiving these articles, …

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Added by Vincent Granville on August 1, 2017 at 6:47pm — No Comments

Weekly Digest, July 31

Monday newsletter published by Data Science Central. Previous editions can be found here.  The contribution flagged with a + is our selection for the picture of the week.

Upcoming IoT Webinars
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Added by Vincent Granville on July 29, 2017 at 11:00am — No Comments

Blockchain and Artificial Intelligence

Guest blog by Vinod Sharma.

Abstract – Blockchain is a mystery story or provides the foundation for cryptocurrencies like Bitcoin. What’s different about blockchains compared to traditional big-data distributed databases like MongoDB. Its like featuring a product that contains small blocks of brain in form of dust but consider that the innovation efforts of several publicly traded asset managers and banks are also on this brain block dust quest.  Computers…

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Added by Vincent Granville on July 29, 2017 at 10:30am — No Comments

Types of Machine Learning Algorithms in One Picture

Here is an interesting visualization of machine learning algorithms:

Originally posted here.  Also check out the following great visual summaries:…

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Added by Vincent Granville on July 27, 2017 at 11:51am — 3 Comments

Thursday News: AI, NLP, Deep Learning, IoT, ML, Applications

Here is our selection of featured articles and resources posted since Monday:

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Added by Vincent Granville on July 27, 2017 at 7:30am — No Comments

12 Great Blogs Posted in the last 12 Months

This is part of a new series of articles: once or twice a month, we post previous articles that were very popular when first published. These articles are at least 6 month old but no more than 12 month old. The previous digest in this series was posted here a while back. 

12 Great Blogs Posted in the last 12…

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Added by Vincent Granville on July 26, 2017 at 12:00pm — No Comments

Weekly Digest, July 24

Monday newsletter published by Data Science Central. Previous editions can be found here.  The contribution flagged with a + is our selection for the picture of the week.

Announcement

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Added by Vincent Granville on July 22, 2017 at 9:00am — No Comments

Decision Trees, Classification & Interpretation Using SciKit-Learn

This article is by Jitesh Shah, a data & stats jockey in perpetual beta, located in Fremont, California. This article includes the data set and Python code.

Wouldn’t it be nice if defects and product failures can be predicted in advance. We’ve got the data on attributes and design features and manufacturing processes that come together and creates that product and we have defect and failure rate data so…

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Added by Vincent Granville on July 21, 2017 at 9:30am — No Comments

Reading List for Data Scientists

Here are some recommended books for data science practitioners, covering machine learning, deep learning, business intelligence, forecasting, text analytics and much more.

Book Repository for Data Scientists

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Added by Vincent Granville on July 20, 2017 at 4:00pm — No Comments

Thursday News: Data Science, IoT, Machine Learning, Random Numbers, Big Data

Here is our list of featured articles posted since Monday:

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Added by Vincent Granville on July 20, 2017 at 7:00am — No Comments

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