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42:27
Culture & Methods Follow 672 Followers

Forecasting Using Data

Posted by Troy Magennis  on  Nov 26, 2017 Posted by Troy Magennis Follow 4 Followers  on  Nov 26, 2017

Troy Magennis discusses the top three reasons forecasts fail to match reality, and challenges the assumption that work complexity and effort correlates with delivery time.

49:31
AI, ML & Data Engineering Follow 873 Followers

Data Cleansing and Understanding Best Practices

Posted by Casey Stella  on  Mar 23, 2017 Posted by Casey Stella Follow 0 Followers  on  Mar 23, 2017

Casey Stella talks about discovering missing values, values with skewed distributions and likely errors within data, as well as a novel approach to finding data interconnectedness.

43:06
AI, ML & Data Engineering Follow 873 Followers

Elastic Data Analytics Platform @Datadog

Posted by Doug Daniels  on  Feb 17, 2017 1 Posted by Doug Daniels Follow 0 Followers  on  Feb 17, 2017 1

Doug Daniels discusses the cloud-based platform they have built at DataDog and how it differs from a traditional datacenter-based analytics stack, pros and cons and the tooling built.

43:45
AI, ML & Data Engineering Follow 873 Followers

Forecasting Using Data - Quickly Answering How Big, How Long and How Likely

Posted by Troy Magennis  on  Dec 16, 2016 1 Posted by Troy Magennis Follow 4 Followers  on  Dec 16, 2016 1

Troy Magennis explains in this workshop how to capture data and use it for reliable project forecasting using a practical and simple approach to forecasting without item effort estimation.

25:32
AI, ML & Data Engineering Follow 873 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.

30:06
AI, ML & Data Engineering Follow 873 Followers

The Joy of Analysis Development

Posted by Hilary Parker  on  Sep 06, 2016 Posted by Hilary Parker Follow 0 Followers  on  Sep 06, 2016

Hilary Parker discusses the history of the analysis development tools, the current state of the art, and the importance for data scientists and analysts to understand programming principles.

38:06
AI, ML & Data Engineering Follow 873 Followers

Structuring Data for Self-Serve Customer Insights

Posted by Jim Porzak  on  Aug 12, 2016 Posted by Jim Porzak Follow 0 Followers  on  Aug 12, 2016

Jim Porzak discusses creating an analyst ready data mart that is complete at different levels of abstraction and models customer decision points in order to be able to understand customers.

42:50
AI, ML & Data Engineering Follow 873 Followers

Applying Big Data

Posted by Graeme Seaton  on  Aug 07, 2016 Posted by Graeme Seaton Follow 0 Followers  on  Aug 07, 2016

Graeme Seaton discusses the drivers behind Big Data initiatives and how to approach them using the vast amounts of data available.

40:09
AI, ML & Data Engineering Follow 873 Followers

Building a Predictive Intelligence Engine

Posted by Viral Bajaria  on  Jun 24, 2016 Posted by Viral Bajaria Follow 0 Followers  on  Jun 24, 2016

Viral Bajaria explains a formula for reaching the B2B buyer early in the sales cycle by tying together billions of rows of customer data and overlaying predictive intelligence technology.

56:34
AI, ML & Data Engineering Follow 873 Followers

Insights from History of Rock Music via Machine Learning

Posted by Ali Kheyrollahi  on  Mar 22, 2016 1 Posted by Ali Kheyrollahi Follow 0 Followers  on  Mar 22, 2016 1

Ali Kheyrollahi uses clustering and network analysis algorithms to analyze the publicly available Wiki data on rock music to find mathematical relationship between artists, trends and subgenres.

32:31
Development Follow 610 Followers

Reporting and the First Law of Holes

Posted by Sebastian von Conrad  on  Sep 29, 2015 Posted by Sebastian von Conrad Follow 0 Followers  on  Sep 29, 2015

Sebastian von Conrad advises on reporting: capturing the right data at the right time, best practices and cleaning up reporting debts in code bases.

48:35
Development Follow 610 Followers

Exploratory Data Analysis with R

Posted by Matthew Renze  on  Sep 13, 2015 3 Posted by Matthew Renze Follow 1 Followers  on  Sep 13, 2015 3

Matthew Renze introduces the R programming language and demonstrates how R can be used for exploratory data analysis.

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