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AI, ML & Data Engineering

Ethics and AI: Identifying and Preventing Bias in Predictive Models

Federica Pelzel explores how bias and discrimination can be introduced into models, and different strategies to prevent it from happening.

Federica Pelzel
on Mar 06, 2019

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46:32
Architecture & Design

From Quadcopters to Helicopters: Formal Verification for Safer Vehicles

Kathleen Fisher explores the promises and limitations of current formal methods and techniques for producing useful software that probably does not contain exploitable bugs.

Kathleen Fisher
on Mar 02, 2019

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01:03:02
Lightning Fast Cluster Computing with Spark and Cassandra

Piotr Kołaczkowski discusses how they integrated Spark with Cassandra, how it was done, how it works in practice and why it is better than using a Hadoop intermediate layer.

Piotr Kołaczkowski
on Jun 17, 2015

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49:53
Cheats & Liars: The Martial Art of Protocol Design

Pieter Hintjens presents strategies and tactics - lifecycles, versioning, modeling, code generation, implementations, community building- for creating successful protocols that stand the test of time.

Pieter Hintjens
on May 30, 2015

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47:19
Taming GPU Threads with F#

Daniel Egloff overviews Alea, an F# alternatives to CUDA C/C++ and OpenCL C++, showing how to write GPU scripts and perform dynamic compilation in F#.

Daniel Egloff
on May 01, 2015

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50:43
Naming Things

Ian Barber discusses the importance of behavior, domains and clarity of the names used when writing software or building systems.

Ian Barber
on Apr 24, 2015

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48:55
Functional Patterns in Domain Driven Design applied to Financial Models

Debasish Ghosh demonstrates how DDD principles can be implemented more effectively using functional programming principles, building a ubiquitous language with pure functional abstractions.

Debasish Ghosh
on Apr 24, 2015

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41:45
Concurrency: It's Harder (and Easier) than You Think

Paul Butcher advises on using concurrency the right way in order to avoid its pitfalls.

Paul Butcher
on Apr 10, 2015

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37:25
Tiny

Chad Fowler attempts to convince people that keeping things "tiny" –small iterations, small methods, small teams - is the best thing one can do for himself and his team.

Chad Fowler
on Mar 26, 2015

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50:44
Programming and Testing a Distributed Database

Reid Draper shows how real world distributed database work, communicate and are tested, trading RPC for messaging, unit-tests for QuickCheck, and micro-benchmarks for multi-week stress tests.

Reid Draper
on Mar 20, 2015

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33:44
0 – 100 MPH - Launching a New Product at Scale

Dan Macklin explains why bet365 has adopted Erlang as a core development platform and goes through the highs and lows of managing change in one of the world's biggest on-line bookmakers.

Dan Macklin
on Mar 15, 2015

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34:52
The New Features in MariaDB 10.0 and in the Upcoming MariaDB 10.1

Michael Widenius walks through the features of MariaDB 10.0 and 10.1, outlining the performance benefits resulting from switching to MariaDB.

Michael Widenius
on Mar 11, 2015

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43:36