SDS
  • SDS-3.x
  • SDS-2.x
  • SDS-2.2
  • Privacy-Decisions
  • 360-in-525
  • SDS-Research
  • LaMaStEx
  • Contact

    SDS-3.x 000_3-sds-3-x-st Introduction to Spark Streaming

    Scalable Data Science and Distributed Machine Learning with Apache Spark 3.x and 2.x.
    Introduction

    • SDS-3.x Course
      • course content as loadable .dbc
      • Basics
      • Setup Instructions
    • 000_1-sds-3-x
      • Introduction
      • Why Spark?
      • Login to databricks
      • Multi-Lingual Notebooks
      • Scala Crash Course 00
      • Scala Crash Course 01
      • RDDs
      • RDDs HOMEWORK
      • Word Count - SOU
      • Introduction to Piped RDDs
      • SparkSQL Basics
      • SparkSQL HW-a
      • SparkSQL HW-b
      • SparkSQL HW-c
      • SparkSQL HW-d
      • SparkSQL HW-e
      • SparkSQL HW-f
      • SparkSQL HW-g
      • ETL Diamonds Data
      • ETL Power Plant
      • Wiki Click streams
    • 000_2-sds-3-x-ml
      • Packaging Notebooks
      • Intro to Simulation
      • Intro to ML
      • Unsupervised clustering K-Means
      • K-Means 1M Songs ETL
      • K-Means 1M Songs Explore
      • K-Means 1M Songs Model
      • Supervised Clustering Decision Trees MNIST
      • Linear Algebra Intro
      • Linear Regression Intro
      • Distributed Linear Algebra (DLA)
      • DLA Prog Guide
      • DLA Local Vector
      • DLA Labeled Point
      • DLA Local Matrix
      • DLA Distributed Matrix
      • DLA Row Matrix
      • DLA Indexed Row Matrix
      • DLA Coordinate Matrix
      • DLA Block Matrix
      • Power Plant Pipeline Model-Tune-Evaluate
      • Activity Recognition by Random Forest
      • Graph Frames
      • Flight Performance
      • Power Plant Pipeline Deploy
      • Old Bailey Online - ETL
      • Old Bailey Online AB Test
      • Old Bailey Piped RDD 0
      • Old Bailey Piped RDD 1
      • Old Bailey Piped RDD 2
      • LDA of NewsGroups
      • LDA Movie Dialogs
      • Movie Recommender
      • GraphX Shortest Weighted Paths
      • Fraud Detection with Random Forests
    • 000_3-sds-3-x-st
      • Spark Streaming Intro
      • 025_0_getTwitterDeveloperCredentials
      • Extended Twitter Utils
      • Tweet Transmission Trees
      • 025_c_extendedTwitterUtils2runWithLangs
      • Tweet Collector
      • Tweet Track, Follow
      • Tweet Hashtag Counter
      • 029_TweetLanguageClassifier
      • 029_Viz_0_TwitterInteractiveVizualisations
      • 029_Viz_1_GraphNetworkTimeline
      • 029_Viz_2_CoSENSE_EmotionalDimensions
      • 029_Viz_x_VizGraphFunction
      • 029_Viz_x_VizNetworkFunction
      • 029_Viz_x_VizTimelineFunction
    • 000_4-sds-3-x-ss
      • Animal Names Streaming Files
      • Normal Mixture Streaming Files
      • Structured Streaming Prog Guide
      • Graph Mixture Streaming Files
      • Structured Streaming of JSONs
      • T-Digest Normal Mixture Streaming Files
      • Sketching with T-Digest
    • 000_6-sds-3-x-dl
      • a
    • 000_7-sds-3-x-ddl
      • DDL Intro
      • MNIST on tensorflow and keras
      • MNIST on pytorch
      • Image Segmentation
      • U-Net
      • PSP-Net
      • PSP-Net Tuning
      • PSP-Net on Horovod
    • 000_8-sds-3-x-pri
      • Primer on Privacy in Data Science
      • Pseudoanonymization
      • Differential Privacy
    • 000_9-sds-3-x-trends
      • a
    • 000_0-sds-3-x-projects
      • a

    On This Page

    • SDS-3.x: Scalable Data Science and Distributed Machine Learning
      • 000_3-sds-3-x-st: Introduction to Spark Streaming
      • 1. Spark Streaming with Discrete RDDs
      • 2. Spark Streaming Live Experiments in Twitter
      • 3. Custom D3 Interactive Visualizations

    SDS-3.x: Scalable Data Science and Distributed Machine Learning

    000_3-sds-3-x-st: Introduction to Spark Streaming

    Topics: Introduction to Spark Streaming with Discrete RDDs and live Experiments in Twitter with Interactive custom D3 Interactions.

    • 000_3-sds-3-x-st as book

    1. Spark Streaming with Discrete RDDs

    • Spark Streaming Intro

    2. Spark Streaming Live Experiments in Twitter

    • 025_0_getTwitterDeveloperCredentials
    • Extended Twitter Utils
    • Tweet Transmission Trees
    • 025_c_extendedTwitterUtils2runWithLangs
    • Tweet Collector
    • Tweet Track, Follow
    • Tweet Hashtag Counter
    • 029_TweetLanguageClassifier

    3. Custom D3 Interactive Visualizations

    • 029_Viz_0_TwitterInteractiveVizualisations
    • 029_Viz_1_GraphNetworkTimeline
    • 029_Viz_2_CoSENSE_EmotionalDimensions
    • 029_Viz_x_VizGraphFunction
    • 029_Viz_x_VizNetworkFunction
    • 029_Viz_x_VizTimelineFunction

    Updated: February 02, 2023

    Share on

    Twitter Facebook Google+ LinkedIn
    Previous Next
    • Follow:
    • Twitter
    • GitHub
    • Feed
    © 2023 Raazesh Sainudiin. Powered by Jekyll & Minimal Mistakes.