Bert Latamore0
Big Data Panel @Path_Solutions Founder Jennifer Shin @8PathSolutions, @Forbes Analyst @JoeMcKendrick, @ZDNet VP @DHinchcliffe, @BobBeHayes, #Joe_Caserta, @IDigData, live now on #theCUBE @DVellante @JohnWalls21 http://bit.ly/2h0MHC...
Bert Latamore
A lot of change is happening as Data Science becomes more established. @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
On academic side U see undergrad programs. UC Berkeley just announced an initiative. @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
There's always opportunities to be smarter, better. @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Will there be enough interest in the long term in industry to support the data science initiative ? @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
The big difference between data warehousing & data sci is data warehousing was built for humans to analyze. that doesn't work any more. @Joe_Caserta #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
With Big Data & Data Science U have to be a sophistic ated parogrammer/analyst/engineer. @Joe_Caserta #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Within next year we will see a lot of innovation to support non-scientists to use machine learning with Big Data to answer business questions. @Joe_Caserta #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
The closing of the loop. Are we using data stdrategically, r we learning from it? @DHinchcliffe #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
We have tools that look at the data & ask the questions. @DHinchcliffe #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Opening those tools for everyone to use those tools is where we are ehaded. @DHinchcliffe #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Batman is a superhero without super powers. He has all the tools to use. @BobHayes #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Data scientists have all these tools, inc. #IBM #Watson, that they can use. @BobHayes #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
U can ask #Watson what is the primary cause of churn & get a valuable answer. @BobHayes #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
We have people in firms that want to innovate without going throu finance, so they use the Open Source tools. @JoeMcKendrick #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
There r also many people who didn't follow throu on Data Sci. @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
The idea of citizen scientist is where the future is. @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Hopefully more people will understand how to use these tools. @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Citizen data scientists is a great idea, but we don't want people saying they can do it without the math, without understanding the principles. @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
if U r doing it wrong U will make the mistakes bigger. @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
U can't be a citizen data scientist any more than U can be a citizen surgeon. U need training. @BobHayes #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Making the tools easier to use doesn't make U a data scientist. It makes the data more available. @Joe_Caserta #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
There is much more demand for data science than we can fill with data scientists. @DHinchcliffe #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
We have to productize it - Data Science as a service. @DHinchcliffe #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Now the analytics platform & data is tightly coupled. So people using the apps can take advantage of Dadta Sci throu the app. @Joe_Caserta #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
U should learn the basic stuff so U can glean the information from the research & tech that is available. @BobHayes #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Statisticians didn't develop the models often, they just understood where to use them & what the results mean. @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Today we collect data much faster. Facebook may be more accurate than the census. @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Story telling is the political filter through which the analysis is digested. @DHinchcliffe #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
With tech like Block Chain there is no alternative truth. @DHinchcliffe #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Ultimately data, IT, tech alone will not create new markets, drive new businesses. Tech is the tool to help make those decisions. @JoeMcKendrick #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Creating, growing businesses is a human activity. I don't see that changing. @JoeMcKendrick #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
I think data tells the truth, it's people who lie. Dadta will make lives better. @Joe_Caserta #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
As we start using data analytics more & make our lives better. Eventually we will start trusting data, & lying will become a little harder. @Joe_Caserta #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
How do we fix the problem of unconscious bias getting into the data models? @BobHayes #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
U want data scientists to be ethical. How do U do this in business? @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
IF the business doesn't like the result, what do U do? @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
In AI it's tricky. I started a business fixing problems in computers that people didn't know they had. @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Yes I work with data. I always opt out of CC offers. @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
If more people did that companies might be more incentivies to pay U for Ur data. @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
We will see development of formal checks of data that can be audited similar to GAAP. @Joe_Caserta #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Machines are auditable. U can look at the code. Humans, not so much. @Joe_Caserta #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
I would trust a machine to make decisions more than a human leader who may have ulterior motives. @Joe_Caserta #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Data is not new. having access to it is. We always had BP, but we couldn't capature it. @Joe_Caserta #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
The question is do U need it. More data does not automatically mean more accuracy. @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
If U ask the right question of the data U have it will lead to insight. @BobHayes #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
The data we r collecting may be of use 20 yrs from now. @JoeMcKendrick #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
If U r not looking for the fake news problem U will miss the Russian ads. @DHinchcliffe #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Tech is lifting whole continents out of pverty. That includes #Russia. @JoeMcKendrick #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
The question isn't how we missed it but can we now detect and intercept that problem. @Joe_Caserta #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
#Watson is a different kind of system. it tries to understand Ur business. @DHinchcliffe #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
People r trying to solve important problems with #Google, #Amazon AI as well as #Watson. @Joe_Caserta #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
There r different levels of AI. Some U can improve the model. @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
If U don't have the right model, data & access it will be a limiter. @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
If U get a marketing question wrong U may lose money. If U do that with medical data, people may die. @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
I think it is valuable to have a company in the forefront like IBM in the forefront to learn. @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Only 17% of European workers have ability to use data in their jobs. @BobHayes #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
have a better chance to improve tech than to train people. using data has to be iPhone easy. @Joe_Caserta #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
I think we will see hodling a camera up to someone & seeing their salary, how many sales they made last yeasr. @Joe_Caserta #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
As we evolve using data will become easier for average person to use. @Joe_Caserta #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
No one has cracked the code of bringing this to everyone. Somebody will. @BobHayes #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Data sharing will run headlong into data privacy regulations. It will restrict dadta access. @BobHayes #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Companies can assess where their tools r, whether the right tools r being applied with connected tools. @JoeMcKendrick #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Acquisition gives people the opportunity to do creative things in a startup & bringing those into corporations with M&A. @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
There's always opportunities to build cooler things that haven't been thought of yet through analyzing what people want. @8PathSolutions #theCUBE http://bit.ly/2h0MHC...
Bert Latamore
Most companies don't understand the value of the data they have. That is a big gap that needs to be closed before we can say we live in a data-driven world. @DVellante #Wikibon #theCUBE http://bit.ly/2h0MHC...