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01:01:17
Development Follow 742 Followers

Probabilistic Programming from Scratch

Posted by Mike Lee Williams  on  Sep 07, 2018 Posted by Mike Lee Williams Follow 2 Followers  on  Sep 07, 2018

Mike Lee Williams demonstrates building a lightweight probabilistic programming system from scratch with Python. He also explores how solving problems using PyMC3.

44:29
Development Follow 742 Followers

Understanding Python Memory at Instagram

Posted by Min Ni  on  Jan 24, 2018 Posted by Min Ni Follow 0 Followers  on  Jan 24, 2018

Min Ni discusses how Python memory profiling is done at Instagram, insights from memory profiling data, and learnings from tuning and improving Python memory garbage collection.

52:41
Architecture & Design Follow 2524 Followers

A Practical Road to SaaS in Python

Posted by Armin Ronacher  on  May 31, 2017 Posted by Armin Ronacher Follow 0 Followers  on  May 31, 2017

Armin Ronacher discusses his experiences building SaaS businesses on a Python technology stack from a security and scalability point of view, and what other technologies work well with Python.

48:49
AI, ML & Data Engineering Follow 1056 Followers

Building Data Pipelines in Python

Posted by Marco Bonzanini  on  Mar 28, 2017 Posted by Marco Bonzanini Follow 0 Followers  on  Mar 28, 2017

Marco Bonzanini discusses the process of building data pipelines and all the steps necessary to prepare data, focusing on data plumbing and going from prototype to production.

32:49
AI, ML & Data Engineering Follow 1056 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.

18:20
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The Joy of Not Coding

Posted by Jeroen Janssens  on  Aug 11, 2016 Posted by Jeroen Janssens Follow 0 Followers  on  Aug 11, 2016

Jeroen Janssens discusses several tricks for polyglot programmers helping to mix and match different languages and tools in a project.

39:06
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Scripting Eclipse with Python

Posted by Tracy Miranda  on  Jun 25, 2016 Posted by Tracy Miranda Follow 0 Followers  on  Jun 25, 2016

Tracy Miranda demonstrates Python with the Eclipse Advanced Scripting Environment (EASE) for collaboration, reproducible research, and exploratory computation and data analysis.

41:26
AI, ML & Data Engineering Follow 1056 Followers

Hunting Criminals with Hybrid Analytics

Posted by David Talby  on  May 10, 2016 Posted by David Talby Follow 0 Followers  on  May 10, 2016

David Talby demos using Python libraries to build a ML model for fraud detection, scaling it up to billions of events using Spark, and what it took to make the system perform and ready for production.

40:00
Culture & Methods Follow 839 Followers

Culture and the Games People Play

Posted by Roy Rapoport  on  Apr 30, 2016 Posted by Roy Rapoport Follow 0 Followers  on  Apr 30, 2016

Roy Rapoport discusses the power of alignment (or lack thereof) using real-world examples, his experience introducing Python in production, and the organizational structures and culture within Netflix

01:06:08
AI, ML & Data Engineering Follow 1056 Followers

Spring XD Today and Tomorrow

Posted by Mark Pollack  on  Jan 08, 2016 Posted by Mark Pollack Follow 0 Followers  on  Jan 08, 2016

Mark Pollack discusses Spring XD and its integration driven by the Big Data ecosystem at large such as Kafka, Spark, functional programming, integration with Python, and designer/monitoring UIs.

45:04
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Python: Why Are the Big Dealers Making Big Bets?

Posted by Mario Morales  on  Oct 22, 2014 Posted by Mario Morales Follow 0 Followers , Andy Fundinger Follow 0 Followers  on  Oct 22, 2014

The authors demonstrate the design and use of an environment for quantitative researchers building a market risk simulation first as a basic system and then adding a hypothetical systemic shock.

28:12
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A Guide to Python Frameworks for Hadoop

Posted by Uri Laserson  on  Oct 03, 2013 Posted by Uri Laserson Follow 0 Followers  on  Oct 03, 2013

Uri Laserson reviews the different available Python frameworks for Hadoop, including a comparison of performance, ease of use/installation, differences in implementation, and other features.

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