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38:49
Data Science Follow 330 Followers

Using Bayesian Optimization to Tune Machine Learning Models

Posted by Scott Clark  on  Feb 07, 2017 Posted by Scott Clark Follow 0 Followers  on  Feb 07, 2017

Scott Clark introduces Bayesian Global Optimization as an efficient way to optimize ML model parameters, explaining the underlying techniques and comparing it to other standard methods.

32:49
Data Science Follow 330 Followers

Machine Learning and End-to-End Data Analysis Processes in Spark Using Python and R

Posted by Debraj GuhaThakurta  on  Feb 05, 2017 Posted by Debraj GuhaThakurta Follow 0 Followers  on  Feb 05, 2017

Debraj GuhaThakurta discusses ML and data analysis processes in Spark using examples written in Python and R.

21:27
Data Science Follow 330 Followers

Uses of Big Data by a Non-Profit Engaged in Conducting Events Funded in Part by Third Party Sponsors

Posted by Thomas Grilk  on  Dec 28, 2016 Posted by Thomas Grilk Follow 0 Followers  on  Dec 28, 2016

Thomas Grilk discusses how a non-profit can efficiently use data from customers/athletes in its marketing and sponsorship activities while respecting the privacy and confidentiality of its customers.

37:22
Data Science Follow 330 Followers

Instant and Personal: Searching Your Network at LinkedIn

Posted by Shakhina Pulatova  on  Dec 28, 2016 Posted by Shakhina Pulatova Follow 0 Followers  on  Dec 28, 2016

Shakhina Pulatova overviews the Instant Search experience at LinkedIn and how they use Machine Learning to deliver personalized results as the query is typed.

39:14
Data Science Follow 330 Followers

Targeting Your Audience: Data Visualization to Communicate Data Insights

Posted by Randy Krum  on  Dec 16, 2016 Posted by Randy Krum Follow 0 Followers  on  Dec 16, 2016

Randy Krum explains how to use the power of data visualization to convey actionable insights to an audience, making data clear and memorable by showing the audience what the data means.

50:31
Data Science Follow 330 Followers

Visual Rules of the Road for Big Data Practitioners

Posted by David Fisher  on  Dec 16, 2016 Posted by David Fisher Follow 0 Followers  on  Dec 16, 2016

David Fisher discusses via example how to build a data navigation language into visualizations, providing an intuitive user experience via the mechanism of subtle visual cuing.

58:25
Data Science Follow 330 Followers

Impact of Machine Learning Systems in Industries

Posted by Teymur Sadikhov  on  Dec 11, 2016 Posted by Teymur Sadikhov Follow 0 Followers , Bhairav Mehta Follow 0 Followers , Hollin Wilkins Follow 0 Followers , Xinghua Lou Follow 0 Followers , Alok Agarwal Follow 0 Followers  on  Dec 11, 2016

The panelists discuss the impact machine learning is having on various industries.

34:13
Data Science Follow 330 Followers

MLeap: Release Spark ML Models

Posted by Hollin Wilkins  on  Dec 04, 2016 Posted by Hollin Wilkins Follow 0 Followers  on  Dec 04, 2016

Hollin Wilkins discusses the reasons behind MLeap, outes the programming time saved by using it, shows benchmarks of several online models, and provides a demo and examples of using it in practice.

25:32
Data Science Follow 330 Followers

Validation Methodology of Large Unstructured Unsupervised Learning Systems

Posted by Lawrence Chernin  on  Nov 26, 2016 Posted by Lawrence Chernin Follow 0 Followers  on  Nov 26, 2016

Lawrence Chernin describes best practices and validation methods used to deal with large unstructured data, including a suite of unit tests covering the implementations of algorithmic equations.

34:47
Data Science Follow 330 Followers

How Predictive Analytics Boosts the Customer Experience at the Georgia Aquarium

Posted by Beach Clark  on  Nov 20, 2016 Posted by Beach Clark Follow 0 Followers  on  Nov 20, 2016

Beach Clark talks about the technological and cultural challenges of turning data science into a vital part of the business model at Georgia Aquarium.

43:27
Data Science Follow 330 Followers

Overview of Artificial Intelligence and Its Use in Analyzing “Voice of Cancer Patients”

Posted by Alok Aggarwal  on  Nov 20, 2016 Posted by Alok Aggarwal Follow 0 Followers  on  Nov 20, 2016

Alok Aggarwal overviews Artificial Intelligence and discusses a use case, “Voice of Cancer Patients” that uses ML and NLP algorithms to analyze unstructured text written by cancer patients.

01:18:01
Data Science Follow 330 Followers

Solving Business Problems with Data Science

Posted by Thomas Levi  on  Nov 13, 2016 Posted by Thomas Levi Follow 0 Followers , Ali Jalali Follow 0 Followers , Alok Agarwal Follow 0 Followers , Todd Townsend Follow 0 Followers , KRS Murthy Follow 0 Followers  on  Nov 13, 2016

The panelists discuss how Data Science can help solve various problems for business.

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