Data Driven
Summary: Data Driven: the podcast where we explore the emerging field of Data Science. We bring the best minds in Data, Software Engineering, Machine Learning, and Artificial Intelligence right to you every Tuesday. The field of data science mashes up the worlds of statistics, database architecture and software engineering. Data Scientist has been labelled by the Harvard Business Review, as "the sexiest job of the 21st century." A quick search of job search sites reveal that this field is in high demand. In a world where Data is the new Oil, Data Science the new Refineries, consider this Car Talk for the Data Age. Every week we bring the best minds in this emerging field straight to you. Our goal is to educate and inspire our listeners so that they can be prepared to thrive in a Data Driven world.
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In this episode, Frank and Andy talk to Kevin Hazzard. Links: Sponsor: Audible.com - Get a free audio book when you sign up for a free trial! Sponsor: Enterprise Data & Analytics Kevin's blog: Developer Journey Notable Quotes: Frank has a treadmill desk. (2:35) "It's all about collecting the data." Health is secondary. (3:25) On Python... (5:00) We love our R listeners! (6:30) Never count JavaScript out. (8:20) Book reference: Our Magnificent Bastard Tongue (8:50) Book reference: "grok" from Stranger in a Strange Land (10:45) How would databases be different if we'd started with unlimited memory? (12:00) How to use data to drive web traffic. (17:45) Generic Activity Tracker architecture (18:30) Self-subscribing and auto-expiring microservices (20:30) Movie reference: Dune (21:47) The Walmart-Amazon wars (22:00) "Data hunted me down and almost killed me!" (24:25) Category theory (25:30) Functional, then categorical, then both. (26:50) "Sharpening chansaws." (28:05) CosmosDB and Redis Cache (30:15) "I'd love to not have a screen." (32:30) On serving our community (33:00) Book recommendation: The Alchemist (33:40) "If you're a technologist, we sorely need you to serve." (35:40) Richmond.Net (36:45) @KevinHazzard
Chat bots going rogue seem to be the new norm and it looks like China has two new virtual dissidents. What's going on here? Are these bugs in the software? Or are the bots thinking for themselves and drawing their own conclusions for good and for ill?
In this episode, Frank and Andy talk to Buck Woody of Microsoft. Warning: This show contains lots of laughter! Links: Sponsor: Audible.com - Get a free audio book when you sign up for a free trial at theDataDrivenBook.com! Sponsor: Enterprise Data & Analytics Buck's blog: Backyard Data Science Notable Quotes: TDSP - Team Data Science Process (6:30) MOOC - Massive Online Open Course - "democratizing intelligence" (7:20) Buck's a "warrant officer" [Applied Data Scientist] (15:40) How Data Scientists are like your significant other... (18:00) BI and Data Mining are *not* the same thing. (20:30) Buck's Data Science technology Matryoshka Dolls analogy (22:22) Movie reference: Office Space (25:30) "No. And fix the bridges." (27:15) "... as long as we're not recoring this or anything..." (28:00) Buck does *not* answer my question about how to manage meetings! (30:30) Buck loves Andy's car. (33:45) "Big data was invented to process my HR file." (34:45)
While Frank is playing with robots in Pittsburgh, Andy is packing boxes for "Christmas in July." There, he reflects on how data is helping charities better help people. Mentioned in this *DataPoint*: Samaritan's Purse, Operation Christmas Child, The Honduras Project, Prison Fellowship.
Frank, while at the Carnegie Science Museum in Pittsburgh, finds a robot to read his intro line and ponders what it takes for AI systems to be successful. They don't need to be perfect: they need to be better than humans.
Frank is at the Carnegie Science Museum in Pittsburgh admiring the robotics exhibit when he notices a stark contrast. The vision of robots that Hollywood created hasn't quite translated to reality.
Data Science Daily Show #18 (July 25, 2017) Show Notes @DeepLearn007 BCG : Competing In The Age Of Artificial Intelligence #AI #MachineLearning #BigData #Fintech #ML #tech https://www.bcg.com/publications/2017/competing-in-age-artificial-intelligence.aspx Bringing Data Analytics to the People https://www.linkedin.com/pulse/bringing-data-analytics-people-frank-la-vigne @KirkDBorne Artificial Intelligence - Understanding the Hype: https://medium.com/towards-data-science/artificial-intelligence-understanding-the-hype-daee0df04695 … #AI #MachineLearning #DeepLearning #BigData #DataScience @gcosma1 Nice tutorial on training a recurrent neural network on language modeling https://www.tensorflow.org/tutorials/recurrent … #DeepLearning #DataScience #TensorFlow @Ronald_vanLoon An Introduction to Key Data Science Concepts | #DataScience #Analytics #RT http://bit.ly/2lScpde
In this episode, Andy and Frank talk to David Langer of Data Science Dojo. Links Sponsor: Audible.com - Get a free audio book when you sign up for a free trial! Sponsor: Enterprise Data & Analytics The 10X Rule by Grant Cardone Data Science Dojo Notable Quotes Shoutout to Darren Lacy (4:45) Frank and Andy know people... (8:00) "Everything Old is New Again," and data integration (15:00) "Unicorns do not exist." (21:30) There are no brakes on the F Train. (26:00) "Data slepps for no one." (26:30) Dave's data addiction (32:55) "I am a first-class nerd." (36:30) Movie reference The Matrix (39:45) Movie reference: Fight Club (40:15) "You gotta pay the data forward." (40:30)
Show Notes @ColumbiaVPTL Learn how #Statistics plays a central role in #DataScience Enroll now in a self pace course on ColumbiaX : http://bit.ly/2vSRZBp @KirkDBorne Great collection of #MachineLearning articles to learn about different #algorithms and classifiers: https://medium.com/towards-data-science/machine-learning/home … #DataScience #AI @DBaker007 3 Mistakes That Setup #DataScientists For Failure | @DataconomyMedia http://ow.ly/Harf30bFqOo #DataScience #DataViz #BigData @DeborahTannon #DataScience —Top Stories, Jul 17-23: Machine Learning Applied to Big Data, Explained; 5 Free Resources for Gettin… http://ift.tt/2v0eOqk
A podcast guest recently told Frank and I that "data never sleeps." Apparently, data doesn't take a day off, either. Links ACS Technologies Biml Interrogator Demo
As Frank sits in the emergency room with his son, he ponders the idea of "data leakage" and the curious state of IT in healthcare today. Show Notes CuriousityStream Windows XP Wikipedia article Pay close attention to Windows XP's release date Let the age of Windows XP sink in Ponder the cost of healthcare and wonder where the money goes. clearly, it's not going into IT budgets Now contemplate the security risks of running 16 year old software
Show Notes @gp_pulipaka Artificial Intelligence, Explained. #BigData #DeepLearning #MachineLearning #DataScience #AI http://buff.ly/2tmxmAL @Ronald_vanLoon A Complete Tutorial to learn Data Science in R from Scratch | #DataScience #R #RT http://bit.ly/2r20YNG @gp_pulipaka Overview of Artificial Neural Networks and its Applications.#BigData #DeepLearning #MachineLearning #DataScience #AI http://buff.ly/2tC5P9G @gp_pulipaka Neural Network for Genomic Variant with TensorFlow. #BigData #MachineLearning #DataScience #AI #TensorFlow #Genomics http://buff.ly/2tkVYd6 @_GregoryPrince #datascience: PyData #pydata http://buff.ly/2uaS0mk
Data Science Daily Show Notes @debashis_dutta RT @SpirosMargaris 4 Ways #ArtificialIntelligence is Driving Innovation in 2017 http://bit.ly/2v74xFF #fintech @HugoLeveille1 #ML #AI Andreessen Horowitz on the AI Startup Wave http://www.franksworld.com/2017/07/17/andreessen-horowitz-on-the-ai-startup-wave/ @analyticbridge #DeepLearning Demystified http://buff.ly/2u17Y22 @ValaAfshar this drone is so good at avoiding obstacles that it can fence http://po.st/3EP3Nx Microsoft Inspire Coverage http://www.franksworld.com/2017/07/13/data-drivens-coverage-of-inspire/ SQL Saturday Atlanta Coverage http://datadriven.tv/tag/sqlsatatl/
Links: Sponsor: Audible.com http://audibletrial.com/DataDriven Sponsor: Enterprise Data & Analytics http://entdna.com Reza's website: http://radacad.com Reza's free e-book: Power BI from Rookie to Rock Star http://radacad.com/edition-3-of-free-book-power-bi-from-rookie-to-rock-star-1075-pages Notable Quotes: The future is chilly... in the southern hemisphere. (5:15) The State of Training. (7:20) "The physics of data still apply." (10:00) How do developers react to the data side of things? (15:35) The epic Power BI update cycle (18:00) What's the future of Data Science? (20:35) Did Reza find data (or did data find Reza)? (24:15) On dogs... (27:30)
Today is a special day and Andy is excited. It's Christmas in July. It's BIML Release Day! BimlExpress is a free extension for SQL Server Data Tools (SSDT) that snaps right into Visual Studio. BimlExpress now includes a Preview Pane, previously only available in Mist. Mist has been re-branded BimlStudio 2017 and sports lots of new features! Varigence debuts BimlFlex - a commercial Biml framework that greatly accelerates Data Warehouse development. From the product page: "BimlFlex is a collection of templates, metadata definitions, and tooling that enables you to build an end-to-end data solution without ever writing a single line of code. " Why are you reading about this at Data Driven? Because data wrangling is still the largest part of the data science job. Automation, such as that offered by Biml, is the key to shortening the data integration cycle.
