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41:57
AI, ML & Data Engineering Follow 1118 Followers

Using Data Effectively: beyond Art and Science

Posted by Hilary Parker  on  Nov 28, 2018 1 Posted by Hilary Parker Follow 0 Followers  on  Nov 28, 2018 1

Hilary Parker talks about approaches and techniques to collect the most useful data, analyze it in a scientific way, and use it most effectively to drive actions and decisions.

23:01
Culture & Methods Follow 888 Followers

How to Use Data Responsibly

Posted by Clare Kitching  on  Aug 24, 2018 Posted by Clare Kitching Follow 0 Followers , Emma Prest Follow 1 Followers  on  Aug 24, 2018

Emma Prest and Clare Kitching discuss practical, pragmatic and ethical data science, talking about real world experience from the work of DataKind UK.

50:03
AI, ML & Data Engineering Follow 1118 Followers

How Machines Help Humans Root Case Issues @ Netflix

Posted by Seth Katz  on  Aug 23, 2018 Posted by Seth Katz Follow 0 Followers  on  Aug 23, 2018

Seth Katz discusses ways to build tools designed to enhance the cognitive ability of humans through automated analysis to speed root cause detection in distributed systems.

49:00
AI, ML & Data Engineering Follow 1118 Followers

Gimel: PayPal’s Analytics Data Platform

Posted by Deepak Chandramouli  on  Jun 13, 2018 Posted by Deepak Chandramouli Follow 0 Followers  on  Jun 13, 2018

Deepak Chandramouli introduces and demos Gimel, a unified analytics data platform which provides access to any storage through a single unified data API and SQL.

42:27
Culture & Methods Follow 888 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.

35:26
Mobile Follow 187 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
AI, ML & Data Engineering Follow 1118 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 2649 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 2649 Followers

Stream Processing & Analytics with Flink @Uber

Posted by Danny Yuan  on  Mar 25, 2017 Posted by Danny Yuan Follow 3 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
AI, ML & Data Engineering Follow 1118 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 1118 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
AI, ML & Data Engineering Follow 1118 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.

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