93 видео-лекции по Scala

В ходе подготовки спецкурса «Scala for Java Developers» под платформу онлайн-обучения UDEMY, я анализирую другие «лекционные» видео. В библиотеке накопилось какое-то количество ссылок на дельных учебные материалы по Scala (видео на английском).

Для большинства видео указано количество просмотров. Надо сделать несколько замечаний:
1. Количество просмотров не является главным критерием качества и полезности видео, но этот может служить каким-то указателем на ценность.
2. Здесь не все популярное видео, что я встречал, а лишь то, что ценно по моему личному мнению.
3. Если кто-то знает еще хорошее видео — пишите, добавлю в списки.

• General
• Odersky about Scala
• Play
• Akka
• Spray
• Spark
• Slick (DB)
• SBT
• Scalaz
• Shapeless
• Spire (generic numeric programming)
• Functional/Reactive Programming

General

• Why Scala? ...by a hilarious Indian guy (146,552 views)
• Functional Programming is Terrible (65,463 views), NewCircle Training
• Scala Versus Java (56,715 views)
• Scala for the Intrigued (54,085 views), NewCircle Training
• Learning Functional Programming without Growing a Neckbeard (36,213 views), NewCircle Training
• Busy Java Developer's Guide to Scala: Thinking (17,413 views)
• Scala Monads: Declutter Your Code With Monadic Design (45,306 views), NewCircle Training
• Scala Usage at Twitter (5,493 views)
• Marius Eriksen of Twitter — Effective Scala (4,721 views)
• Explorations in Variance
• Scala Tricks (11,018 views), Oracle Learning Library
• Tutorial: Typeclasses in Scala (17,117 views)
• Scala Collections: Why Not? (28,081 views), Paul Phillips a co-founder of Typesafe
• Guerilla Scala Programming at eBay (8,203 views)
• Joshua Suereth — Effective Scala (4,879 views)
• The Future of Scala (173 views), Adriaan Moors, the Scala tech lead at Typesafe
• Welcome to Scala 2.11 (6,157 views)
• Dead-Simple Dependency Injection (14,368 views), Rúnar Óli Bjarnason, Scalaz library contributor
• May Your Data Ever Be Coherent (6,359 views), Daniel Spiewak
• Concurrency Anti-patterns in Scala (6,295 views)
• Macros vs Types (5,342 views)
• Scala Typeclassopedia (6,886 views)
• Effective Scala (6,874 views), Josh Suereth, author of «Scala In Depth»
• Building a Data Science Platform in Scala (6,604 views)
• Learn about Efficient Functional IO in Scala (3,296 views)
• Premature Optimization in Scala (5,474 views)
• Simplicity In Scala Design (5,514 views), Bill Venners
• How to Write a Functional Program with IO, Mutation, and other effects (5,807 views)
• scala.collection.approximate (4,556 views)
• Scala Usage at LinkedIn (6,976 views)
• Scala & Data Science Fun with Folks from Linkedin & eBay (4,034 views)

Odersky about Scala

• Martin Odersky, «Working Hard to Keep It Simple» — OSCON Java 2011 (80,087 views), O'Reilly
• Martin Odersky: Scala with Style (44,510 views), NewCircle Training
• The Scala Experiment (22,107 views), GoogleTechTalks
• Scala — A Scalable Language (21,592 views),
• Scala — the Simple Parts (18,676 views),
• Intel hosts Dr. Martin Odersky presenting Scala 2.10 (15,326 views), Typesafe
• What's Next for Scala (12,171 views), NewCircle Training
• The Binary Compatibility Challenge (3,037 views)

Play

• The Play Framework at LinkedIn: Productivity and Performance at Scale (50,387 views)
• Introduction to the Play Framework (30,961 views), Oracle Learning Library
• Introduction to Play Framework for Java developers (27,822 views), Typesafe
• Introduction to Play Framework for Java developers (12,889 views), not in Scala but in Java
• Introduction to Play Framework for Scala developers (14,477 views), Typesafe
• Optimizing Play for Production (7,229 views), Typesafe
• Introduction to Views in the Play Framework (6,193 views)
• Non-blocking, composable and reactive realtime web (8,638 views)
• Reactive Streams and Play 3.0 (2,802 views), Typesafe

Akka

• Akka 2.0: Scaling Up & Out With Actors (12,199 views), Viktor Klang, tech lead of Akka at Typesafe
• Akka: A Shiny New Hammer. Now Show Me Some Nails Already! (4,745 views)
• Asynchronous & Non-Blocking Scala — A look at Netty & NIO for Async Networking via Scala (6,340 views)
• Having Fun with Play! 2, Akka and Websocket (6,001 views)
• Failure: The Good Parts (4,951 views), Typesafe
• Intro to Akka persistence (5,065 views), Typesafe
• Akka Typed Channels: Implementing Type Calculations as Macros (2,723 views)
• Composable Futures with Akka 2.0 (12,745 views)

Spray

• Spray on Akka (13,875 views), Typesafe
• Simple, fast & agile REST with Spray.io (3,460 views)
• Spray & Akka HTTP (2,047 views), Typesafe
• REST on Akka (7,241 views)

Spark

• Parallel Programming with Spark (18,873 views)
• Intro to Apache Spark Training (52,670 views)
• Mining Big Data with Apache Spark (9,697 views)
• Spark and the Typesafe Reactive Platform (260 views), Typesafe
• Big Data Scala with Spark (5,060 views)

Slick (DB)

Slick — это фреймворк для построения функционально-реляционных отображений (как JPA и Hibernate — API/фреймворк для объектно-реляционных отображений (ORM))

• Introducing Slick 2.0.0! (5,816 views), Typesafe
• Typesafe Slick — Bay Area Scala Enthusiasts (5,261 views)
• Webinar: Introducing Slick 2.0.0! (5,818 views)
• Slick for database access in Scala (589 views)

SBT

• SBT Introduction & Cookbook for Scala (12,277 views), NewCircle Training

Scalaz

• Scalaz State Monad (12,941 views)
• Learning Scalaz (6,743 views), NewCircle Training
• An Introduction to Scalaz-Stream (6,010 views), NewCircle Training
• Scalaz 7 with Lars Hupel (3,791 views)
• Scalaz: the history, the motivation, the battles, the future (786 views), Tony Morris, author of Scalaz
• Scalaz for the Rest of Us (4,996 views)

Shapeless

• Shapeless: Exploring Generic Programming in Scala (5,695 views), Miles Sabin author of Shapeless
• Shapeless Meets Implicit Macros (3,178 views), Miles Sabin author of Shapeless
• Lenses: Fields as Values (753 views)

Spire (generic numeric programming)

• Life After Monoids (6,550 views), Tom Switzer is a senior R&D engineer at Precog and is the co-author of a generic numeric programming library called Spire

Functional/Reactive Programming

• Functional Programming (39,450 views), Erik Meijer
• The Lost Art of Denotational Semantics (3,704 views), Eric Meijer
• Functional Patterns for the Asynchronous Web (9,074 views)
• Lenses: A Functional Imperative, Boston Area Scala Enthusiasts meeting at Google in Cambridge
• Advanced Stream Processing in Scala (9,036 views), Paul Chiusano author of «Functional Programming in Scala»
• Why Big Data Needs To Be Functional (4,586 views)
• What does it mean to be Reactive? (23,166 views), Erik Meijer
• Monads and Gonads (65,456 views), JavaScript, GoogleTechTalks
• Functional Thinking with Neal Ford (27,977 views), Java 8
• Functional Programming (39,450 views), Erik Meijer
• Building Enigma with State Monad and Lenses, Scala