SDS
SDS-3.x
SDS-2.x
SDS-2.2
Privacy-Decisions
360-in-525
SDS-Research
LaMaStEx
Contact
Toggle Menu
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
As an importable databricks notebook
Share on
Twitter
Facebook
Google+
LinkedIn
Previous
Next