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Curs Programare Funcțională cu Scala și Spark

Curs Programare Funcțională cu Scala și Spark2018-11-07T23:15:48+00:00

Data începere

Seria 1 – Ianuarie 2019

Datele sunt estimative și pot suferi modificări minore.

Înscrie-te

Durată

16 săptămâni x 6 ore/săptămână = 96 ore

Cursurile se desfășoară de 2 ori pe săptămână: 2 ore seara după 18:30 (luni-vineri) și 4 ore sâmbăta

Taxă participare

900 euro + TVA

Taxa acoperă toate costurile și poate fi plătită în 4 rate: 1 rată la semnarea contractului, iar celelalte 3 în săptămânile 5, 9 și 13.

Programa

Week 1: What is functional programming?

  • Introduction in FP
  • Functions
  • Function composition
  • Higher order functions
  • Immutability

Week 2: Setting up my environment

  • IntelliJ & Scala plugin
  • Terminal & REPL
  • Variables And Types
  • Fun with REPL

Week 3: Language basics I

  • Functions
  • String Manipulation
  • Type Inference
  • Examples

Week 4: Language basics II

  • Control structures
  • Packages & imports
  • Option vs null
  • My first program (App trait)
  • Examples

Week 5: Collections

  • Introduction to collections
  • Collection types (List, Seq, Array, Map, etc.)
  • Typed collections
  • Examples

Week 6: Working with collections

  • Higher Order Functions & lambda functions (anonymous)
  • Operations on collections (traversing, transforming, filtering, etc.)
  • For Comprehension & Ranges
  • Examples & demo

Week 7: Types & functions I

  • Tuples
  • Records (case classes)
  • Classes, Objects and Type Hierarchy
  • Pattern matching
  • Examples & demo

Week 8: Types & functions II

  • Modules and packages
  • Functions & partial functions
  • Function application (varargs, Call by Name, Call by Value)
  • Examples & demo

Week 9: More about functions

  • Type aliases & Generic Types
  • Recursive functions
  • Examples & demo

Week 10: Traits & Enumerations

  • Traits
  • Enumerations & Sum types
  • Pattern matching for records (extractor objects)
  • Examples & demo

Week 11: Concurrency and asynchronous processing

  • Threads and ExecutionContext
  • Futures & Promises
  • for notation and flatMap
  • Composing (chaining) futures

Week 12: Actors

  • Introduction to actor model
  • Actors and their guarantees
  • Actors as state machines
  • Examples & demo

Week 13: Advanced Language features

  • Re-visiting recursive functions and stack safety
  • Implicit casts
  • Extension methods
  • Co[ntra]variance
  • View bounds
  • Path dependent types
  • Examples

Week 14: Introduction to Apache Spark

  • What is Spark?
  • Databricks
  • Databricks UI & API
  • Demo

Week 15: Spark in detail

  • Spark architecture (driver & workers)
  • Spark data distribution (RDDs, DataFrames, Datasets)
  • Examples

Week 16: My first notebook

  • Spark components
  • Solving problems using Spark
  • Examples & demo

Traineri

Octav Zaharia
Octav ZahariaTrainer

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This Sliding Bar can be switched on or off in theme options, and can take any widget you throw at it or even fill it with your custom HTML Code. Its perfect for grabbing the attention of your viewers. Choose between 1, 2, 3 or 4 columns, set the background color, widget divider color, activate transparency, a top border or fully disable it on desktop and mobile.