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42:27
Culture & Methods Follow 285 Followers

Forecasting Using Data

Posted by Troy Magennis  on  Nov 26, 2017 Posted by Troy Magennis Follow 3 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.

35:26
Mobile Follow 76 Followers

A Cloud-centric Ecosystem Approach to Ease IoT Development

Posted by Yujing Wu  on  Nov 18, 2017 Posted by Yujing Wu Follow 0 Followers  on  Nov 18, 2017

Yujing Wu discusses two use cases of a cloud-based IoT ecosystem that enables IoT device communication across silos and interoperability across different vendors.

38:11
Data Science Follow 379 Followers

Enabling High Performance Real-time Analytics for IoT Environments

Posted by Mahish Singh  on  Sep 08, 2017 Posted by Mahish Singh Follow 0 Followers  on  Sep 08, 2017

Mahish Singh discusses how to use methodologies during design, development, deployment and operation for delivery of analytics platforms which offer real-time SLAs.

46:03
Architecture & Design Follow 901 Followers

Scaling up Near Real-Time Analytics @Uber &LinkedIn

Posted by Chinmay Soman  on  Mar 30, 2017 Posted by Chinmay Soman Follow 1 Followers , Yi Pan Follow 0 Followers  on  Mar 30, 2017

Chinmay Soman and Yi Pan discuss how Uber and LinkedIn use Apache Samza, Calcite and Pinot along with the analytics platform AthenaX to transform data to make it available for querying in minutes.

47:47
Architecture & Design Follow 901 Followers

Stream Processing & Analytics with Flink @Uber

Posted by Danny Yuan  on  Mar 25, 2017 Posted by Danny Yuan Follow 1 Followers  on  Mar 25, 2017

Danny Yuan discusses how Uber builds its next generation of stream processing system to support real-time analytics as well as complex event processing.

49:31
Data Science Follow 379 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
Data Science Follow 379 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.

33:53
Data Science Follow 379 Followers

Streaming Live Data and the Hadoop Ecosystem

Posted by Oleg Zhurakousky  on  Jan 29, 2017 Posted by Oleg Zhurakousky Follow 0 Followers  on  Jan 29, 2017

Oleg Zhurakousky discusses the Hadoop ecosystem – Hadoop, HDFS, Yarn-, and how projects such as Hive, Atlas, NiFi interact and integrate to support the variety of data used for analytics.

50:21
Architecture & Design Follow 901 Followers

Scaling Counting Infrastructure @Quora

Posted by Chun-Ho Hung  on  Jan 22, 2017 Posted by Chun-Ho Hung Follow 0 Followers , Nikhil Garg Follow 2 Followers  on  Jan 22, 2017

Chun-Ho Hung and Nikhil Garg discuss Quanta, Quora's counting system powering their high-volume near-real-time analytics, describing the architecture, design goals, constraints, and choices made.

43:45
Data Science Follow 379 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 3 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
Data Science Follow 379 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.

38:53
Data Science Follow 379 Followers

Developing a Machine Learning Based Predictive Analytics Engine for Big Data Analytics

Posted by Ali Jalali  on  Oct 16, 2016 Posted by Ali Jalali Follow 0 Followers  on  Oct 16, 2016

Ali Jalali presents how to develop a machine learning predictive analytics engine for big data analytics.

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