At Dataspace, we help our clients build strong data teams so they can do business better. After five years of focus on data talent recruiting and staffing, and more than 25 years in business intelligence, data science, and data engineering staffing and consulting, we’ve finally gotten around to crunching some of our own numbers and we are pleased to introduce our first ever quarterly Trends in Data Hiring report.
Whether it’s the 30 second commute, unlimited snacks, or pants-optional lifestyle, remote work makes the daily grind more enjoyable in many ways. But it also introduces new challenges, especially in the area of recruiting.
As a data staffing…
https://dataspace.com/wp-content/uploads/2021/06/data-science-interview-scams.jpg266711Cathy Colsonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCathy Colson2021-06-28 12:59:572021-07-02 09:12:233 Remote Interview Scams Every Data Science Manager Should Be Aware of
Our last month's edition of the Dataspace newsletter looked at the growing applications of AI for cybersecurity, and explored how some of the major players in tech are incorporating AI based security tools into the suite of products they offer…
https://dataspace.com/wp-content/uploads/2021/04/Screen-Shot-2021-03-31-at-2.02.32-PM.png690974Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2021-05-24 12:05:242021-05-24 12:06:48Humans vs. Robots vs. Robots vs. Humans: Part 2 (Cybersecurity, AI, and Human Rights)
I wasn't asking about Python data structures because I needed to know. I was asking because I needed to know if THE CANDIDATE knew!
https://dataspace.com/wp-content/uploads/2021/04/List-vs-dict-vs-tuple-e1617728068216.jpg237782Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2021-04-14 10:38:502021-04-20 15:03:09I’m not asking you this Python interview question because I want to know. I’m asking because I want to know if YOU know!
This month's Dataspace newsletter looks at the applications of AI for cybersecurity, and some potential limitations.
https://dataspace.com/wp-content/uploads/2021/04/Screen-Shot-2021-03-31-at-2.02.32-PM.png690974Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2021-04-08 10:45:332021-05-24 11:52:26Humans vs. Robots vs. Robots vs. Humans: AI for Cybersecurity
We’ve had to be more flexible and understanding with resume anomalies this past year, but there are some things that still don’t fly.
https://dataspace.com/wp-content/uploads/2021/03/Screen-Shot-2021-03-18-at-4.56.48-PM.png572804Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2021-03-19 10:04:312021-03-19 10:04:31Fraud in the Time of Corona
Image alteration is all around us nowadays. This post looks at a new generation of tools that "predict" if an image has been altered.
https://dataspace.com/wp-content/uploads/2021/02/Screen-Shot-2021-02-04-at-12.49.09-PM.png7941102Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2021-02-04 13:51:392021-04-14 15:44:17AI Detectives – Using Data to Sleuth out the Truth
Beyond the tech specs of how these algorithms actually work, the growing capabilities of predictive text beg a multitude of questions regarding the potential implications for humans.
https://dataspace.com/wp-content/uploads/2021/01/Screen-Shot-2021-01-14-at-2.39.01-PM.png492780Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2021-01-20 11:45:532021-04-14 15:47:02What Does Predictive Text Spell for Human Writing?
Join us this Wednesday, January 6th for a virtual presentation about Golden Record at the January Meetup of Detroit New Tech!
https://dataspace.com/wp-content/uploads/2021/01/Screen-Shot-2021-01-04-at-11.42.21-AM.png432948Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2021-01-04 12:00:092021-04-15 11:42:15Golden Record at DetroitNewTech This Week!
With such an abundance of Christmas movies out there, it is no surprise that there is also a substantial amount of data available about Christmas movies. And where there is data, there are data scientists playing with it.
https://dataspace.com/wp-content/uploads/2020/12/Screen-Shot-2020-12-21-at-2.38.56-PM.png7421082Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2020-12-22 13:51:122021-04-15 09:21:47All I Want for Christmas is… Analytics?
Will political polls ever work again? Are we doomed to this happening forever in the future? The situation points to a need to rethink the concept of polling vs the concept of forecasting.
https://dataspace.com/wp-content/uploads/2020/12/feedback-1977987_640.jpg600640Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2020-12-14 10:54:072021-04-14 12:19:52Pollsters Should Take A Hint From the CIA
We've done a lot of pondering about the future of AI in the workplace, and there are a plethora of theories out there on what this future will look like.
https://dataspace.com/wp-content/uploads/2020/12/connection-3308188_640.jpg389640Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2020-12-09 15:09:292021-04-14 15:49:48Assimilate.. or Be Eliminated?
The holidays will be a little different this year, and many of us will find ourselves with some extra free time, as we will not be traveling or spending the days off with friends and relatives. What better way to fill that extra leisure time than with some data!
https://dataspace.com/wp-content/uploads/2020/11/Screen-Shot-2020-11-20-at-11.51.23-AM.png628780Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2020-11-23 11:40:012021-04-15 09:30:05Need plans for Turkey Day? Data Science Can Help!
Don’t worry. In a lot of areas AI is just not ready to make human workers redundant.
https://dataspace.com/wp-content/uploads/2020/11/workers-5246640_1920.jpg10261920Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2020-11-11 11:57:202021-01-29 11:08:35Is AI Coming For Your Job?
While ads on TV, text, social media, and pretty much any other method you can think of are hard at work encouraging everyone to get out and vote, data science has been hard at work building models to try and use the plethora of data available to build models to understand voter behavior and predict the outcomes of this election.
https://dataspace.com/wp-content/uploads/2020/11/Screen-Shot-2020-11-02-at-4.32.41-PM.png810888Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2020-11-03 16:03:222021-04-14 10:56:05Predictions Abound About Election Predictions
What do we know about the future of staffing? In short, not much. However there are hints that contract staffing could continue to grow as a critical strategic choice for many companies.
https://dataspace.com/wp-content/uploads/2020/10/video-conference-5167472_1920.jpg11521920Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2020-10-21 15:34:332021-04-14 12:38:34What Do We Know About the Future of Data Staffing?
Even robots are learning new skills these days! This issue of the Dataspace blog highlights some of the (maybe) surprising ways that AI is enriching our enrichment activities!
https://dataspace.com/wp-content/uploads/2020/10/AI-volume-II.png500500Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2020-10-07 16:32:232021-04-15 09:28:26Surprised by AI: Volume II
If you’re like me, these “unprecedented times” in the world of sports have opened up unprecedented hours of free time in your nights and weekends this fall. Data science can help!
https://dataspace.com/wp-content/uploads/2020/09/Screen-Shot-2020-09-14-at-4.17.21-PM.png7981094Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2020-09-18 16:22:582021-04-14 13:24:23Not Enough College Football This Fall? Data Science Can HelpPhoto by Jamie Street on Unsplash https://unsplash.com/@jamie452
Apparently, some candidates are not clear on which company they actually work for...
https://dataspace.com/wp-content/uploads/2020/09/Screen-Shot-2020-09-01-at-1.47.26-PM.png956952Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2020-09-08 15:36:412021-04-15 09:40:29Do you work for xxx?https://unsplash.com/@frani
As it turns out, this question (and variations of it) is one of the most frequently asked questions about data science that users search for via Google - as well as on other community platforms such as Reddit or Quora.
https://dataspace.com/wp-content/uploads/2020/08/bootcamp.jpeg600800Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2020-08-24 16:53:182021-01-29 11:08:35ARE DATA SCIENCE BOOTCAMPS WORTH IT?
Much like an actual cloud that can look like whatever you imagine it to be, this virtual cloud is amorphous in its own right, and ever changing.
Fortunately for those who want to leverage cloud computing to improve their data sharing, storage, and analytics capabilities it is less important to understand what "The Cloud" looks like than what it does. In this issue of our newsletter, we dive into some of the silver linings of cloud computing and its applications.
Not to be dramatic but... if you haven't done the work, DO NOT PUT IT ON YOUR RESUME!
https://dataspace.com/wp-content/uploads/2020/07/1862ca-a-book-of-nonsense-edward-lear.jpg519800Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2020-08-05 18:07:262021-04-14 13:36:47Resume Fraud: If you’re going to copy from another resume, make sure that one makes sense!
For those who think there's a lot of fraud in resumes today...
https://dataspace.com/wp-content/uploads/2020/07/unnamed.jpg502512Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2020-07-14 18:51:312021-04-14 13:42:28Resume Fraud: Would This Company Use This Software?
GREETINGS FROM DATASPACE!
As we discussed in what may be our most viewed Dataspace blog post (ever!), insurance is one of the oldest data science based businesses - using math to make predictions about the future.
In today's post, we’ll…
https://dataspace.com/wp-content/uploads/2020/07/insurance_2x.png5641445Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2020-07-02 21:47:462021-04-27 11:03:31Be Assured, Data Science Ensures Success for Insurance
As you move your infrastructure to the cloud, it's important to consider how to not become beholden to a single cloud vendor. In other words, to attain cloud neutrality. I'm afraid that I don't have all the answers on how to do this, but I do…
https://dataspace.com/wp-content/uploads/2020/06/Purple-Neutral-Smiley-e1593114388899.png300300Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2020-06-25 22:37:212020-06-25 22:37:21Why you need cloud neutrality
While we may yet be a long way from the threat of truly sentient computers such as Hal 9000 and ARIIA, the current capability of AI technologies still offers plenty of power for those who wish to harness it for malicious purposes. These…
https://dataspace.com/wp-content/uploads/2020/06/machine_learning_captcha.png406222Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2020-06-19 14:56:442021-05-18 11:26:03Danger, Will Robinson! (AI, Analytics and the Invisible Dangers)
Greetings from Dataspace!
The last edition of our newsletter focused on some very creative applications of data science tools and methods. Most of these were lighthearted, merely reflecting the interest of the creators in their subject matter…
https://dataspace.com/wp-content/uploads/2020/05/predictive_models_2x.png778546Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2020-05-27 14:31:202021-04-15 09:33:09Technology, progress and ethics: a balancing act
Greetings from Dataspace!
In this issue of the Dataspace Newsletter we're taking a break from the more classical and businessy (aka boring) applications for machine learning and data science. Instead, we invite you to open the door to explore…
https://dataspace.com/wp-content/uploads/2020/05/unnamed.png4201118Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2020-05-12 17:35:412021-04-14 13:27:26Dataspace Newsletter: Your Chicken is Fried in Crude Oil – Data Science Proves It!
Greetings from Dataspace!
Another week, another newsletter! Before we get into any new news, a quick update on a piece of old news:
It looks like our new website was experiencing some problems of its own when we sent out our last newsletter…
https://dataspace.com/wp-content/uploads/2020/04/unnamed.png697440Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2020-04-29 18:24:032021-04-15 09:23:26More data, more problems (to solve)…
Greetings from Dataspace!
Here's hoping that this week's newsletter finds you well, and that those of you who observe enjoyed Happy Passover and Easter celebrations, even if the family was only able to come together virtually.
https://dataspace.com/wp-content/uploads/2020/04/unnamed.jpg563750Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2020-04-15 19:30:072021-04-14 13:21:01Grab your tools…it’s time to update!
Greetings from Dataspace!
First of all, we here at Dataspace hope that you and all of your loved ones are safe and well in this time of uncertainty, and that we'll all soon be back on our feet.
As the nation's workers struggle with unemployment…
https://dataspace.com/wp-content/uploads/2020/04/2020-03-23-Buni.jpg765780Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2020-04-07 14:52:192021-04-14 13:13:13Flattening the (other) curve: Data Science Learning Resources
We’ve spent the past few years helping companies build their core data science functions by guiding them towards the best talent available in the market. For many companies keen on gaining an edge in predictive technology, the dominant talent…
https://dataspace.com/wp-content/uploads/2019/01/Appealing-to-data-scientists.jpg6821024Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2019-12-27 15:56:092021-04-14 13:51:36Data science contractors – demand will increase in 2020
How much should I pay for a data scientist?
Being that data science is a relatively new field, we often get questions regarding compensation for various data science related skillsets across different locations and industries.
Here are some…
https://dataspace.com/wp-content/uploads/2019/10/michael-longmire-lhltMGdohc8-unsplash-scaled.jpg18432560Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2019-10-16 13:14:512021-04-14 13:57:04Data Science Salaries in Healthcare
https://dataspace.com/wp-content/uploads/2019/08/indybigdata.jpeg315851Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2019-08-22 16:46:262021-04-14 10:38:27Dataspace to sponsor 2019 Indy Big Data Conference in Indianapolis
There’s a difference between a data scientist and a Python programmer who knows some data science frameworks
We’ve recently heard from a number of recruiters who’ve been burned. They were tasked with finding data scientists…
https://dataspace.com/wp-content/uploads/2019/01/Appealing-to-data-scientists.jpg6821024Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2019-07-18 15:08:442021-04-15 09:45:30A Big Mistake Data Science Recruiters Make
Dataspace CEO, Ben Taub, was featured in a Dice post offering some clever suggestions for hiring data scientists and ensuring your data talent is excellent. We encourage you to take a peek and absorb some of the wisdom within!
https://dataspace.com/wp-content/uploads/2015/12/Fotolia_144018077_Subscription_Monthly_XL.jpg6291024Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2019-05-24 16:24:572021-04-27 11:04:37Dataspace featured in article about hiring data scientists
We begin many blog posts by highlighting the acute shortage of data scientists and the resultant difficulty in attracting them to your company. Chances are that if you are reading this, you are well aware of that fact and may have already…
https://dataspace.com/wp-content/uploads/2019/05/workers.jpg6831024Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2019-05-20 09:07:512021-04-27 11:08:25Change this one thing about your company to help you hire better data scientists
Dataspace is excited to announce that we will be sponsoring the 2019 INFORMS Conference on Business Analytics & Operations Research in Austin, Texas from April 14-16!
We encourage all local data science and business analytics professionals…
https://dataspace.com/wp-content/uploads/2019/03/2019_Analytics_Logo.jpg360360Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2019-03-04 14:46:232021-04-14 11:36:25Dataspace to sponsor 2019 INFORMS Conference on Business Analytics & Operations Research
Tools and techniques for management reporting and analysis have evolved since computers first came out. One can argue that the first management reporting tool was COBOL (COmmon Business Oriented Language). It allowed business people to get data…
https://dataspace.com/wp-content/uploads/2018/04/abstract-art-blur-373543.jpg6831024Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2019-02-18 16:45:022021-04-14 12:43:37What’s The Difference Between Business Intelligence and Data Science?
For the second year in a row, Dataspace is pleased to announce that we will be sponsoring the 6th Annual Big Data & Business Analytics Summit at Wayne State University in Detroit, MI from March 21st to 22nd, 2019!
If you are a local…
https://dataspace.com/wp-content/uploads/2019/02/big_data_symposium_logo_2018-011_.png3241024Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2019-02-04 18:28:162020-04-06 18:34:04Dataspace to sponsor 6th Annual Big Data & Business Analytics Summit at WSU
As many a frustrated recruiter or hiring manager can tell you - a good data scientist is hard to find, and even harder to hire. Quality candidates frequently end up with multiple final round interviews (often within days of each other) leading…
https://dataspace.com/wp-content/uploads/2019/01/Appealing-to-data-scientists.jpg6821024Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2019-01-16 11:48:342021-04-14 13:59:26Making your company more appealing to data scientists
If you have experience in the tech staffing business, you may have noticed a recent rise in the amount of fraud and dishonesty in the marketplace. This is perhaps inevitable given the high level of demand for data engineering and data science…
https://dataspace.com/wp-content/uploads/2018/11/resume-fraud.jpg6641024Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2018-11-30 02:47:322021-04-14 14:02:16Resume fraud: Warning signs and how to protect yourself
https://dataspace.com/wp-content/uploads/2018/10/career-3449422_1920.png10801920Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2018-10-29 13:29:292021-07-23 09:43:44What to look for in a data science resume
Data science is, and has been, in vogue. Every forward-thinking company wants to have a data science program because by now it is conventionally understood that it will improve profitability and efficiency across the business.
https://dataspace.com/wp-content/uploads/2018/09/alex-kotliarskyi-361081-unsplash.jpg6831024Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2018-09-24 18:49:232021-04-14 17:31:44Step 1: Collect data. Step 3: Profit. Step 2: Hire data scientist?
If you’re like many of the analytics leaders and HR professionals we talk to, you know how hard it is to build a strong data science team. Given that everyone is chasing a few fish in a small pool, it’s hard to find strong candidates with…
https://dataspace.com/wp-content/uploads/2018/09/alex-kotliarskyi-361081-unsplash.jpg6831024Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2018-09-05 17:16:342021-04-20 14:46:47Why you should consider contractors for data science
Trends seen throughout the majority of 2017 persist in the current job market - low unemployment rates and rapid job growth across multiple sectors. These factors have combined to create a highly competitive hiring environment and a shortage…
http://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.png00Katie Magillhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngKatie Magill2018-08-22 14:41:142021-04-14 14:05:59Should we be more open to sponsoring analytics talent?
As you may know, many big data technologies are defined as schema on read. What this means is that you can throw whatever you want on the disk and then, when you need the data, you tell the data store what that data means (e.g. the second column…
https://dataspace.com/wp-content/uploads/2018/04/abstract-art-blur-373543.jpg6831024Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2018-04-24 11:29:462018-04-24 11:29:46In Defense of Relational Databases
In the distant past (circa 2015), IT was responsible for providing data consumers with data, tools, and development expertise. Today, the landscape is shifting, especially in larger organizations. Nowadays, IT provides some of the data - the…
https://dataspace.com/wp-content/uploads/2018/02/markus-spiske-445253-unsplash.jpg6831024Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2018-02-21 21:20:272018-02-21 21:20:27The Shifting Role of IT in Analytics
Dataspace is happy to announce that we will be sponsoring the 5th Annual Big Data & Business Analytics Symposium at Wayne State University in Detroit, MI from March 22nd to 23rd, 2018!
If you plan to attend, please stop by our…
https://dataspace.com/wp-content/uploads/2017/12/big_data_symposium_logo_2018-011_.png3241024Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2017-12-28 16:20:032017-12-28 16:20:03Dataspace to sponsor 5th Annual Big Data & Business Analytics Symposium at WSU
Hashing is simply passing some data through a formula that produces a result, called a hash. That hash is usually a string of characters and the hashes generated by a formula are always the same length, regardless of how much data you feed into it.
https://dataspace.com/wp-content/uploads/2017/12/hashing.jpg6811024Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2017-12-13 12:07:242021-01-20 12:47:56What does it mean to hash data and do I really care?
In data science and predictive analytics we determine the likelihood of something by looking at data about it. We do this simply by looking for similarities between that data and data from past cases where we actually know the outcome.
https://dataspace.com/wp-content/uploads/2017/10/crystalball.jpg7541024Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2017-10-18 14:08:262021-04-14 10:15:27Data Science and Predictive Analytics Explained in Two Sentences
We are proud to announce that Dataspace is a corporate sponsor of the 25th Annual Southeast SAS Users Group (SESUG 2017) conference in Cary, NC from November 5th to 7th, 2017!
Kiran Venna, our featured conference speaker, will be presenting…
https://dataspace.com/wp-content/uploads/2017/09/sesug2017.jpg312312Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2017-09-25 16:39:022021-04-14 10:33:55Dataspace to sponsor Southeast SAS Users Group 2017
Number One in Dataspace’s Data Science Series: What does it mean?
If nothing else, the data science industry is good at coming up with new, unique, confusing names and terms. ZooKeeper, MapReduce, Hadoop, Pig, Storm, Mahout MongoDB…the…
https://dataspace.com/wp-content/uploads/2017/09/statue-of-franz-kafka.jpg6821024Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2017-09-18 08:58:592017-09-18 08:58:59Kafka: What Is it?
Any serious conversation about the future of data and analytics invariably turns to the topic of artificial intelligence. The past year has seen AI surge in popularity, with high profile corporations and personalities getting behind what many…
https://dataspace.com/wp-content/uploads/2017/08/Fotolia_137041359_Subscription_Monthly_M.jpg6601024Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2017-08-23 09:21:312021-04-14 11:23:39Artificial intelligence & insurance: how AI is changing the industry
Last week we offered some suggestions on how to attack your data management initiatives in 2018 according to your organization’s level of data expertise. This week we follow up with some tips on how to pitch those new data science technologies…
https://dataspace.com/wp-content/uploads/2017/08/Pitching-Data-Science-Budget.jpg7301024Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2017-08-09 08:50:082017-08-09 08:50:08Pitching Your 2018 Data Science Budget
It’s that time of year again! With budgeting for 2018 at the forefront of your agenda, you may be wondering where to head with your data science efforts. Investments in big data are often expensive, but when planned correctly you can manage…
https://dataspace.com/wp-content/uploads/2017/08/data-science-budget.jpg6141024Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2017-08-02 09:18:362021-04-14 16:50:49Planning Your 2018 Data Science Budget? Here Are Some Logical Projects
Cyberattacks have become increasingly damaging and visible in recent years, in part because of numerous, high-profile instances of hacking affecting everything from your personal files to global election outcomes.
And, in fact, hacking…
https://dataspace.com/wp-content/uploads/2017/07/hacking.jpg6821024Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2017-07-25 14:50:122017-07-25 14:50:12How Big Data Helps Detect Hacking
A key feature of big data is its lack of structure - we’re talking about the stuff that doesn’t fit neatly into excel columns or that is easily described on first glance using numbers or other descriptors. This includes things such as…
https://dataspace.com/wp-content/uploads/2017/07/facial-recognition.jpg6831024Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2017-07-12 07:49:102017-07-12 07:49:10Biometrics and Big Data: Facial Recognition
The hot new thing, data science, isn’t so new after all. Since the advent of modern actuarial science in the late 1980s, insurance companies have relied on actuaries to use math and statistics to anticipate the future.
https://dataspace.com/wp-content/uploads/2017/06/Fotolia_83925211_Subscription_Monthly_M.jpg7201024Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2017-06-28 08:36:062021-04-14 16:37:01The Difference Between an Actuary and a Data Scientist
If you have huge volumes of data, chances are that you can get value out of analyzing that data. But, would you derive significant value from analyzing it in real time? This is an important question because, while there are benefits to real…
https://dataspace.com/wp-content/uploads/2017/06/Fotolia_111788892_Subscription_Monthly_M.jpg6821024Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2017-06-14 08:00:282021-04-27 11:08:50Do you need real-time business analytics? Start by asking yourself these 4 questions
There exists a chronic confusion as to what the distinction is between your average software engineer (i.e. programmer) and a data scientist. This is totally understandable, considering the fact that both jobs do involve programming and the term “data science” seems so much like the term “computer science”. However, the two differ in some significant ways.
https://dataspace.com/wp-content/uploads/2017/05/Fotolia_111797760_Subscription_Monthly_M.jpg6831024Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2017-05-31 07:25:142021-04-20 14:33:41So, what is the difference between a programmer and a data scientist?
The big data and predictive analytics landscape continues to shift rapidly as old practices are phased out and new technologies enter the mainstream on a virtually constant basis. As these changes continue to play out, business and IT managers…
https://dataspace.com/wp-content/uploads/2017/05/BlogDataStaffing2.jpg720960Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2017-05-17 09:12:032021-04-20 14:39:31Are you taking the right approach to big data staffing?
People in the tech world love to speculate on the future structure of the corporate IT department. While we cannot know precisely how this change will manifest, there are undeniable trends towards a more engaged and decentralized IT presence in organizations. This may very likely end in the elimination of the IT department as we know it.
https://dataspace.com/wp-content/uploads/2017/05/Fotolia_90050895_Subscription_Monthly_M.jpg4461024Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2017-05-10 14:29:332021-04-14 17:33:04The Sad Future of the Corporate IT Department
We here at Dataspace thought it would be helpful to share some intriguing examples of how data can be easily manipulated to bring efficiency and value into our day-to-day lives. This week we will focus on how the daunting and time-consuming task of learning a foreign language can be made easier by taking a data-driven approach.
https://dataspace.com/wp-content/uploads/2015/12/Fotolia_60667277_Subscription_Monthly_M.jpg6821024Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2017-05-03 08:29:322021-04-14 11:28:02Two Birds With One Stone: Learn Data Science and A Foreign Language at the Same Time!
Companies often find themselves wondering whether or not they have big data and questioning whether they even need business intelligence and predictive analytics to improve their business strategy. The reality is that you probably have more data than you think you do, but that the systems are not in place to make it useful.
https://dataspace.com/wp-content/uploads/2017/04/Fotolia_135053065_Subscription_Monthly_M.jpg6821024Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2017-04-27 07:29:312017-04-27 07:29:31Is my Big Data giving me Big Value?
It is important to remain aware of the fact that making data work for you is as much about people as it is about technology. Dataspace has learned a lot about end-user engagement with predictive software and business intelligence infrastructures over the past two decades. After all, it is not the products but the user of these products, the guy or gal who makes the day-to-day decisions, which ultimately determines whether or not your organization uses data effectively.
https://dataspace.com/wp-content/uploads/2015/02/manusingcomputer.jpg5121024Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2017-04-20 10:45:392021-04-14 16:38:35Driving value through end-user engagement
By now, we all know that big data and predictive modeling are at the heart of any successful and competitive corporate strategy. But making data-driven decisions means more than just selecting software or implementing a BI system; it means…
https://dataspace.com/wp-content/uploads/2017/06/manoncomputer.jpg7141024Costa Mavroleonhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngCosta Mavroleon2017-04-12 13:42:382017-04-12 13:42:38Becoming a Data-Driven Company in 2017
If you’re like me, you’re an exceedingly attractive, 50-something data geek with a love for aviation history who’s an amazing ice hockey player. You also spend a lot of lunches eating a sandwich while studying new technologies. This…
https://dataspace.com/wp-content/uploads/2017/06/Kid-Surprised-at-Computer.jpg6821024Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2017-01-09 13:52:152021-04-27 09:22:06Business Intelligence Training: What to Study Over Lunch in 2017
The Lamest BI Requirement – And it Won’t Go Away!
Want a sure path to failure in BI and data warehousing? Don’t solicit requirements from your users.
Want a second path? Settle for the requirement, “Just give me everything (JGME)…
https://dataspace.com/wp-content/uploads/2016/12/Everything-Must-Go-1.jpg7241024Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2016-12-08 13:57:122021-04-30 09:02:09If You Get This BI Requirement, Run!
Assessing BI & DW Systems
A decent (and fun!) chunk of our business is assessing organizations’ business intelligence and data warehousing capabilities. In assessments we meet with business executives and IT staff to discuss…
https://dataspace.com/wp-content/uploads/2017/06/Data-Topology.jpg5851024Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2016-09-07 14:33:172021-04-27 09:23:26A Big Thing I’ve Learned Assessing BI Systems
Looking back on the work we’ve done over the past few years I’ve come across an interesting point: while companies may have mature data management organizations (DMOs), few of these DMOs have a set of principles behind their data management…
https://dataspace.com/wp-content/uploads/2017/06/Constitution.jpg6821024Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2016-06-28 15:09:002021-04-20 14:43:42Do You Really Have Data Management Principles?
Is your terminology causing your BI / DW team to head in the wrong direction?
As a business intelligence and data warehousing consultant I constantly work with IT teams that, even internally, can’t agree on whether they have a…
https://dataspace.com/wp-content/uploads/2017/06/Terminology-board-mtg.jpg6351024Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2016-05-02 15:27:572016-05-02 15:27:57A Dumb Thing that 99 out of 100 Data Warehousers do
For those who’ve been wondering why schools don’t teach at least introductory programming, a large group of industry and government leaders have drafted and signed a petition asking congress to provide funding for this.
While I graduated…
https://dataspace.com/wp-content/uploads/2017/06/lehigh.png4281024Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2016-04-27 15:52:422021-04-15 11:46:53Programming: Get it into School!
When Business Moves Faster than BI
Face the Facts – IT Does Interfere With Business Agility
It’s a rare organization where the business staff doesn’t complain that IT is holding them back. This is, in fact, one of the key…
https://dataspace.com/wp-content/uploads/2017/06/rocket.jpg10241024Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2015-08-25 15:57:372015-08-25 15:57:37When Business Moves Faster than BI
Do I Have Big Data?
If there is one question we hear from almost every Dataspace client, it is, “Do I have big data?” Many clients are torn about the prospect of big data. On the one hand, having big data represents a sort of badge…
https://dataspace.com/wp-content/uploads/2017/06/Big-Data.jpg7801024Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2015-02-10 16:02:372015-02-10 16:02:37Big Data: What to do if You Suspect You Have It
I build data warehouses. I understand why they’re important, I make a living from them. I also see that traditional, relational data warehouses are on the way out. Their demise is coming from a few technological advances. One of these is…
https://dataspace.com/wp-content/uploads/2017/06/Death-of-the-Data-Warehouse.jpg6821024Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2015-01-28 16:26:142015-01-28 16:26:14Death of the Data Warehouse
A few weeks ago I published a post on how to become a data driven company. That post spoke to what managers can do to embed BI in their organizations. Today, a different perspective on what user departments can do to become more data driven.
https://dataspace.com/wp-content/uploads/2017/06/More-thoughts-on-becoming-data-driven.jpg6821024Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2015-01-21 16:30:472015-01-21 16:30:47More Thoughts on Becoming Data Driven
Here at Dataspace we’ve worked with Qlikview for a number of years. It’s a great tool but it has one, glaring limitation: Qlikview does not offer an inexpensive, native method to publish and distribute reports to users. In…
http://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.png00Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2015-01-15 21:26:212021-04-14 11:37:32NPrinting: A Cost-Effective Way to Publish Your Qlikview Analyses
http://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.png00Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2015-01-07 16:33:342021-04-14 16:41:11How to Go from Delivering BI to Being Data Driven
I am consistently impressed by the number and quality of new data tools I’m seeing online. In the past, if you did not have access to an enterprise-level tool, your charting and analysis was done in Excel (and even if you did have an enterprise-level…
http://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.png00Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2014-12-17 18:41:052021-04-27 09:27:43DataHero – Visualization for the Non-technical
While different people will point to different times for the birth of business intelligence, I’ve always argued that BI started with the invention of writing. Writing was invented, in part, as an accounting device. How do I know how many…
http://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.png00Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2014-12-15 18:50:292021-04-14 16:10:20BI Predictions for 2015 (2 of 4): Cloud-based Data Warehouse
Data Warehouse Appliances Move from Strategic Options to Tactical Ones
As noted earlier, big companies are experimenting with Hadoop and will eventually lean on it heavily. Proponents usually describe two key benefits of Hadoop: its ability…
http://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.png00Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2014-12-15 18:47:422021-04-14 16:17:26Bi Predictions for 2015 (3 of 4): Carefully Consider Data Warehouse Appliances
Cloud BI Opens the Field to Smaller & Smaller Organizations
Over the past year or two the number of software as a service business intelligence tools has exploded. Some, like Microstrategy Cloud and Tableau Online, are offered as a repackaging…
http://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.png00Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2014-12-15 18:45:202021-04-14 16:21:49BI Predictions for 2015 (4 of 4):
While different people will point to different times for the birth of business intelligence, I’ve always argued that BI started with the invention of writing. Writing was invented, in part, as an accounting device. How do I know how many…
http://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.png00Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2014-12-14 18:54:072021-04-14 16:04:01BI Predictions for 2015 (1 of 4): Hadoop and Data Warehousing – Get Prepared
https://dataspace.com/wp-content/uploads/2017/06/The-BI-Sandbox.jpg6861024Benjamin Taubhttp://dataspace.com/wp-content/uploads/2020/03/Dataspace-New-Logo-2020-1-300x81.pngBenjamin Taub2014-12-02 18:56:442021-04-14 12:01:17The Business Intelligence Sandbox aka The Data Lake
Providing high quality staffing services for analytics, data science and data engineering.
Where We Are
206 South Fifth Avenue Suite 400
Ann Arbor, MI 48104 USA