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Vincent Granville's Blog – August 2018 Archive (16)

Thursday News: AI, Hadoop, Deep Learning, ML, Use Cases, Big Data, Career Transition

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

Resources

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Added by Vincent Granville on August 30, 2018 at 8:30am — No Comments

Weekly Digest, August 27

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.

Featured Resources and Technical Contributions 

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Added by Vincent Granville on August 25, 2018 at 3:30pm — No Comments

Four Types of Data Scientists

I wrote about this long ago (see here in 2014), and so did many other practitioners. This new post shows more maturity I think, a more coherent view about the various data scientist roles in the Industry (now that things are getting more clear for most hiring managers), and how these scientists interact between themselves and with other teams. It is also a short…

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Added by Vincent Granville on August 25, 2018 at 12:30pm — 2 Comments

How do you identify an actual data scientist?

This question was recently posted on Quora, and generated a lot of answers. Here is mine:

What differentiates a real doctor from a fake doctor? What about one with no medical degree who cures himself and his family and friends, with better outcomes than official healthcare, for free, and does not call himself a doctor? …

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Added by Vincent Granville on August 23, 2018 at 12:56pm — No Comments

Thursday News: Spark, Python, Image Processing, ETL, AI, Statistical Tests, Watson

Here is our selection of featured articles, technical resources, and forum questions posted since Monday.

Technical Resources

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Added by Vincent Granville on August 23, 2018 at 9:30am — No Comments

Weekly Digest, August 20

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.

Featured Resources and Technical Contributions 

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Added by Vincent Granville on August 18, 2018 at 5:30pm — No Comments

Programming Languages for Data Science and ML - With Source Code Illustrations

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,…

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Added by Vincent Granville on August 16, 2018 at 2:30pm — 1 Comment

Thursday News: ML, CNN vs RNN, AI, GDPR, Dataviz, Sport Analytics, and more

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

Resources (Technical):

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Added by Vincent Granville on August 16, 2018 at 8:30am — No Comments

Off-the-beaten-path Data Science Problem

It is more than just a problem, rather a project, possibly even a long-term one for expert data scientists and/or mathematicians, if you want to make a significant contribution towards a great solution. Yet it is also a nice project for beginners, mostly involving exploratory data analysis on the largest data set ever created, using various machine learning techniques, to hone your data science expertise.

The data set contains an infinite number of observations (all the real numbers),…

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Added by Vincent Granville on August 14, 2018 at 3:30am — No Comments

Weekly Digest, August 13

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.

Featured Resources and Technical Contributions

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Added by Vincent Granville on August 11, 2018 at 2:00pm — No Comments

Invitation to Join Data Science Central

Join the largest community of machine learning (ML), deep learning, AI, data science, business analytics, BI, operations research, mathematical and statistical professionals: Sign up here. If instead, you are only interested in receiving our newsletter, you can subscribe here.…

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Added by Vincent Granville on August 11, 2018 at 5:30am — No Comments

Thursday News: Scala, BI, Dataviz, AI, NLP, Blockchain, Cryptography...

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

Resources (Technical):

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Added by Vincent Granville on August 9, 2018 at 5:00am — No Comments

New Directions in Cryptography

Updated on August 12. See new section entitled "Future research on the topic."

Here I propose an alternative to traditional cryptography. Traditional cryptography relies on hash functions (Bitcoin) or large prime numbers (RSA.) The foundations of this new technology are based on my book on numeration systems, available for free to DSC members.…

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Added by Vincent Granville on August 7, 2018 at 10:30am — No Comments

22 Differences Between Junior and Senior Data Scientists

What do experienced data scientists know that beginner data scientists don't know? Here is a quick overview.

  1. Automating tasks. Writing code that writes code.
  2. Outsourcing tasks to junior members or to consultants.
  3. Managing people, hiring the right people, managing managers who report to you.
  4. Training colleagues who might not be tech-savvy. Be an adviser for senior managers.
  5. Identifying the right tools and assessing the benefits and minuses of…
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Added by Vincent Granville on August 4, 2018 at 8:00am — No Comments

Weekly Digest, August 6

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.

Featured Resources and Technical Contributions

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Added by Vincent Granville on August 4, 2018 at 6:30am — No Comments

Thursday News: Apache Spark, ML with C++, Deep Learning, AI, R, Trend Analysis...

Here is our selection of featured articles, forum questions, and resources posted since Monday.

Resources

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Added by Vincent Granville on August 2, 2018 at 9:00am — No Comments

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