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Data Science Cheat Sheet

I promised to write it long ago. It will be live this Sunday! Be patient, I'm working on it.

Added by Vincent Granville on August 1, 2014 at 12:36pm — No Comments

Origins of the Species

In this blog, I will explain how an approach to handle small amounts data can be reconstructed to handle much larger amounts. This reconstruction is the product of an anomalous perspective or mutation relating to the attribution of performance.

Fig. 1 - 6-fingered handprint spotted near my…

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Added by Don Philip Faithful on August 1, 2014 at 6:21am — No Comments

The law of series: why 4 plane crashing in 6 months is a coincidence

Very short time periods (6 months) with several crashes, as well as long time periods (3 years) with no crashes are expected. An even distribution of plane crashes is indeed NOT expected - it would look very suspicious, and definitely not random. Here we assume that all events (plane crashes) are independent. We also assume that the average is two major plane crashes per year - which is realistic if you include all passenger airlines flying anywhere in the world - sometimes in dangerous…

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Added by Vincent Granville on July 31, 2014 at 8:30pm — No Comments

550 talks related to big data

Slidecasts and PDFs of the more than 550 talks at GTC 2014 are now available. Please select a tag below to view talks within the specific area. Attend GTC 2015.…

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Added by Amy on July 31, 2014 at 1:30pm — No Comments

Five expert tips to bring your employee churn to a halt

Guest blog post by Mike Kennedy, from Talent Analytics.

The importance of finding the right employee from the start may seem like common sense, but is there a smarter way to reduce the time and money you spend hiring staff?

The answer is data, according to Greta Roberts, chief executive officer and…

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Added by Vincent Granville on July 31, 2014 at 9:30am — No Comments

Difference between Machine Learning and Statistics

I run into this question a lot and I have heard statisticians say things like we all do machine learning because none of us actually runs a regression or classification by hand on paper. We all use machine's.



On the other hand - some computer scientist's I talk to say that when you use programmatic techniques to orchestrate an analytical flow compared to using a GUI in SAS / SPSS you are using machine learning.



One more answer I have heard is…

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Added by Niraj on July 30, 2014 at 12:52pm — No Comments

Big Data for CFOs, Auditors and Other Finance Professionals

Summary:  If you have your finger on the company’s financial pulse you need to start thinking about these risks and benefits posed by Big Data.

 

Big data is the latest buzz phrase in business but what does it mean and why is knowledge of Big Data so important…

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Added by William Vorhies on July 30, 2014 at 9:00am — No Comments

Weekly Digest - August 4

The full version is always published Monday. Starred articles are new additions or updated content, posted between Thursday and Sunday.

Sponsored Announcement

INFORMS Continuing Education program is designed for analytics professionals who need to solve real-world issues. INFORMS courses deliver real take-away value; the skills, tools and methods you can implement…

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Added by Vincent Granville on July 29, 2014 at 2:00pm — No Comments

How Self-Service BI Can Make You a Data Analyst

Until recently, many organizations have been unable to harness the power of big data and analytics due to a number of technical obstacles. Many companies still don’t have anyone with the skill set or knowledge base required to manipulate data for discoveries and powerful insight, and many lack the funding necessary to invest in data analytics…

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Added by Jesse Jacobsen on July 29, 2014 at 8:55am — No Comments

Cassandra Modeling for Real-Time Analytics

by Elliott Cordo, chief architect at Caserta Concepts. Exclusive to Data Science Central.

There is much discussion these days about Lambda Architecture and its benefits for developing high performance analytic architectures.  It offers a combination of a high performance, low latency ETL with a real-time layer, and a slower, more accurate, and flexible solution that runs in batch.  

As I work…

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Added by Vincent Granville on July 29, 2014 at 8:00am — No Comments

Word Clouds of Big Data, Data Science and Other Buzz Words

Guest blog post by Dr. Livan Alonso. 

Twitter has more than 250 million monthly active users who tweet more than 500 millions tweets per day. In the case someone is following many people, it isn’t feasible to read each tweet from them.

Do you have any idea about what people are twitting about Data Science, Big Data, Business Analytics, Hadoop, Machine Learning or R programming?

Word clouds are one of the simplest and most intuitive ways of visualizing text data.…

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Added by Vincent Granville on July 28, 2014 at 6:30pm — 2 Comments

Huge Trello List of Great Data Science Resources

I have been reading and collecting data science resources for years (back in the days when BI / BA was all the rage). While there are lots of resources on the net, not all are great and some are even misleading.

Now, I have updated my collection and placed them into a neat Trello list, open to all.

Of course it features some of the great and interesting articles from data science central:…

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Added by Thia Kai Xin on July 28, 2014 at 6:00pm — No Comments

16 analytic disciplines compared to data science

What are the differences between data science, data mining, machine learning, statistics, operations research, and so on?

Here I compare several analytic disciplines that overlap, to explain the differences and common denominators. Sometimes differences exist for nothing else other than historical reasons. Sometimes the differences are real and subtle. I also provide typical job titles, types of analyses, and industries traditionally attached to each discipline. Underlined domains are…

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Added by Vincent Granville on July 24, 2014 at 7:00pm — 12 Comments

Why analysts should master public speaking

Granted, the fear of public speaking is often considered the most common of all phobias. In some (non-scientific) studies, evidence suggests that people fear public speaking more than death itself. It is not unlikely that analysts fear public speaking even more – as they are often distinctly more introverted than your average Joe. As with death, the natural human reflex is to avoid such fearful events. But…

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Added by Geert Verstraeten on July 24, 2014 at 6:23pm — No Comments

Rants from a great under-paid data scientist

Interesting blog post from a Berkely graduate (statistician) who was on the team that created Advil...

The guy graduated in the fifties, is very smart (wrote at least one great book that I bought,…

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Added by Mirko Krivanek on July 23, 2014 at 8:30pm — No Comments

Weekly Digest - July 28

The full version is always published Monday. Starred articles are new additions or updated content, posted between Thursday and Sunday.

Sponsored Announcement

Just as information is the lifeblood of healthcare, data science is at the heart of the 100 percent online Master of Science degree in Health Informatics at the College of St.…
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Added by Vincent Granville on July 23, 2014 at 2:30pm — No Comments

Advanced and Predictive Analytics Vendor Ratings 2014

How will Advanced & Predictive Analytics (APA) affect you? Our inaugural Advanced and Predictive Analytics report can help answer that question! APA is growing and developing a plan for your organization now is critical!

The 2014 Wisdom of Crowds® Advanced and…

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Added by Michael Walker on July 23, 2014 at 2:30pm — No Comments

The Target Security Breach: What Happened and What It Can Teach Us About Cyber Security

On December 13th, 2013, a blog devoted to IT security news broke a startling story — Target, one of the country’s largest big-box retailers, had been the victim of a security breach that exposed the credit card data of thousands of shoppers.



The attackers targeted the data stored in the magnetic strips of customers’ cards. The website reported…

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Added by Beau Winchester on July 23, 2014 at 11:24am — No Comments

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