Udemy - Scala and Spark for Big Data and Machine Learning

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[DesireCourse.Com] Udemy - Scala and Spark fo Big Data and Machine Learning 01 Course Introduction
  • 001 Introduction.mp4 (9.8 MB)
  • 002 Course FAQs.html (0.6 KB)
  • 003 Scala and Spark Overview.mp4 (21.7 MB)
    • attached_files 002 Course FAQs
    • Scala-and-Spark-Bootcamp-master.zip (1.1 MB)
    • Spark-PDF-Slides.zip (1.5 MB)
    02 Scala IDE Options and Overview
    • 004 ScalaIDE Overview.mp4 (6.2 MB)
    • 005 Computer Set-up Time.html (0.8 KB)
    03 Windows Scala and Spark Set-up and Installation
    • 006 Windows Introduction.mp4 (1.4 MB)
    • 007 Quick note about Windows Installation..html (0.7 KB)
    • 008 Windows Scala and Spark Installation.mp4 (38.7 MB)
    • 009 Atom Windows Installation.mp4 (33.5 MB)
    • 010 Terminal Exericse.html (1.1 KB)
      • attached_files 008 Windows Scala and Spark Installation
      • winutils.exe (105.5 KB)
      04 Mac OS Setup and Installation
      • 011 Mac OS Installation and Setup.mp4 (33.0 MB)
      05 Linux Ubuntu Setup and Installation
      • 012 Linux Ubuntu Setup and Installation.mp4 (34.6 MB)
      06 Scala Programming Level One
      • 013 Arithmetic and Numbers.mp4 (13.7 MB)
      • 014 Values and Variables.mp4 (14.2 MB)
      • 015 Booleans and Comparison Operators.mp4 (4.2 MB)
      • 016 Strings and Basic Regex.mp4 (23.6 MB)
      • 017 Tuples.mp4 (4.7 MB)
      • 018 Scala Basics - Assessment Test Exercises.mp4 (1.3 MB)
      • 019 Scala Basics Assessment Test Questions.html (1.0 KB)
      • 020 Scala Basics - Assessment Test Solutions.mp4 (11.1 MB)
      07 Collections
      • 021 Intro to Collections.mp4 (1.6 MB)
      • 022 Lists.mp4 (15.9 MB)
      • 023 Arrays.mp4 (7.2 MB)
      • 024 Sets.mp4 (11.5 MB)
      • 025 Maps.mp4 (13.5 MB)
      • 026 Collections - Assessment Test Exercise.mp4 (1.2 MB)
      • 027 Scala Collections Assessment Test.html (1.0 KB)
      • 028 Collections Assessment Test - Solutions.mp4 (11.9 MB)
      08 Scala Programming Level Two
      • 029 Flow Control.mp4 (16.3 MB)
      • 030 For Loops.mp4 (11.2 MB)
      • 031 While Loops.mp4 (11.3 MB)
      • 032 Functions.mp4 (23.8 MB)
      • 033 Scala Programming Exercises.mp4 (6.8 MB)
      • 034 Scala Programming Exercises - Solutions.mp4 (32.5 MB)
      09 Spark DataFrames with Scala
      • 035 Quick Note for Windows Users.html (1.6 KB)
      • 036 Introduction to Spark DataFrames.mp4 (33.0 MB)
      • 037 DataFrames Overview.mp4 (41.1 MB)
      • 038 Spark DataFrame Operations.mp4 (58.5 MB)
      • 039 GroupBy and Aggregate Functions.mp4 (32.4 MB)
      • 040 Missing data.mp4 (29.5 MB)
      • 041 Date and Timestamps.mp4 (29.8 MB)
      • 042 Quick Note on DataFrame Project.html (0.6 KB)
      • 043 DataFrame Project Exercises.mp4 (4.2 MB)
      • 044 DataFrame Project - Solutions.mp4 (47.1 MB)
      10 Introduction to Machine Learning
      • 045 Introduction to Machine Learning.mp4 (14.9 MB)
      • 046 Machine Learning with Spark.mp4 (40.4 MB)
      • 047 IntelliJ IDEA Installation Overview.mp4 (27.9 MB)
      11 Regression with Spark
      • 048 Introduction to Linear Regression.mp4 (13.5 MB)
      • 049 Introduction to Regression Section.mp4 (2.6 MB)
      • 050 Linear Regression Documentation Example.mp4 (27.9 MB)
      • 051 Alternate Linear Regression Data CSV File.html (0.7 KB)
      • 052 Linear Regression Walkthrough Part 1.mp4 (45.5 MB)
      • 053 Linear Regression Walkthrough Part 2.mp4 (20.5 MB)
      • 054 Linear Regression Exercise Project.mp4 (6.9 MB)
      • 055 Linear Regression Project Solutions.mp4 (47.0 MB)
        • attached_files 051 Alternate Linear Regression Data CSV File
        • Clean-Ecommerce.csv (61.0 KB)
        • Clean-USA-Housing.csv (468.5 KB)
        12 Classification with Spark
        • 056 Introduction to Classification.mp4 (24.4 MB)
        • 057 Classification Documentation Example.mp4 (25.3 MB)
        • 058 Spark Classification - Logistic Regression Example - Part 1.mp4 (50.0 MB)
        • 059 Spark Classification - Logistic Regression Example - Part 2.mp4 (66.3 MB)
        • 060 Logistic Regression Project Exercise.mp4 (6.3 MB)
        • 061 Classification Project Solutions.mp4 (46.5 MB)
        13 Model Evaluation
        • 062 Model Evaluation Overview.mp4 (21.4 MB)
        • 063 Spark Model Evaluation - Documentation Example.mp4 (64.2 MB)
        • 064 Spark - Model Evaluation - Regression Example.mp4 (61.8 MB)
        14 Clustering with Spark
        • 065 Introduction to Clustering with Spark.mp4 (3.5 MB)
        • 066 KMeans Theory Lecture.mp4 (10.2 MB)
        • 067 Note on Kmeans.html (0.7 KB)
        • 068 Example of KMeans with Spark.mp4 (24.0 MB)
        • 069 Clustering Project Exercise Overview.mp4 (13.3 MB)
        • 070 Clustering Project Exercises - Solutions.mp4 (29.4 MB)
        15 PCA with Spark
        • 071 PCA Theory Overview.mp4 (6.7 MB)
        • 072 PCA with Spark - Documentation Example.mp4 (14.4 MB)
        • 073 PCA with Spark - Project Exercise.mp4 (10.2 MB)
        • 074 PCA Spark Exercise - Solutions.mp4 (31.7 MB)
        16 DataBricks and Spark
        • 075 Databricks Overview.mp4 (62.4 MB)
        • 076 Introduction to Spark Recommendation Systems.mp4 (9.0 MB)
        • 077 Spark Recommender System Implementation.mp4 (33.6 MB)
        • 078 Zeppelin Notebooks on AWS Elastic MapReduce.mp4 (67.2 MB)
        • 079 So whats next.html (1.4 KB)
        17 BONUS DISCOUNT COUPONS
        • 080 BONUS DISCOUNT COUPONS.html (1.7 KB)
        • [DesireCourse.Com].url (0.0 KB)

Description

Scala and Spark for Big Data and Machine Learning

Learn how to utilize some of the most valuable tech skills on the market today, Scala and Spark! In this course we will show you how to use Scala and Spark to analyze Big Data.

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Udemy - Scala and Spark for Big Data and Machine Learning

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Download torrent
1.6 GB
seeders:6
leechers:11
Udemy - Scala and Spark for Big Data and Machine Learning

Torrent hash: C5021D1F9517BBC5A862FD70A72DFED2DE83358E