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

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