SDS
SDS-3.x
SDS-2.x
SDS-2.2
Privacy-Decisions
360-in-525
SDS-Research
LaMaStEx
Contact
Toggle Menu
SDS-2.2 Course
A 2017 Uppsala Big Data Meetup
YouTube PlayList
sds-2-2 gitbook
Basics
Infrastructure
Local Computer
On-Premise Cluster
Contents-databricks
Download Course Contents
Introduction
Why Spark?
Login to databricks
Scala Crash Course
RDDs
RDDs HOMEWORK
Word Count - SOU
Russian Word Count
SparkSQL Basics
SparkSQL HW-a
SparkSQL HW-b
SparkSQL HW-c
SparkSQL HW-d
SparkSQL HW-e
SparkSQL HW-f
ETL Diamonds Data
ETL Power Plant
Wiki Click streams
Simulation Intro
Machine Learning Intro
K-Means 1MSongs Intro
1MSongs - 1 ETL
1MSongs - 2 Explore
1MSongs - 3 Model
Decision Trees for Digits
Linear Algebra Intro
Linear Regression Intro
DLA (Distrib. Linear Algebra)
DLA - Data Types 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 - Model Tune Evaluate
Activity Detection - Random Forest
Graph Frames Intro
Ontime Flight Performance
Spark Streaming Intro
Extended Twitter Utils
Tweet Transmission Trees
REST Twitter API
Tweet Collector
Tweet Track, Follow
Tweet Hashtag Counter
Tweet Classifier
Power Plant - Model Tune Evaluate Deploy
Geospatial Analytics in Magellan
NY Taxi trips in Magellan
Old Bailey Online - ETL of XML
20 Newsgroups - Latent Dirichlet Allocation
Cornell Movie Dialogs - Latent Dirichlet Allocation
Movie Recommendation - Alternating Least Squares
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
Streaming with T-Digest
Intro to Deep Learning
Outline for DL
Neural Networks
Deep feed Forward NNs with Keras
Hello Tensorflow
Batch Tensorflow with Matrices
Convolutional Neural Nets
MNIST: Multi-Layer-Perceptron
MNIST: Convolutional Neural net
CIFAR-10: CNNs
Recurrent Neural Nets and LSTMs
LSTM solution
LSTM spoke Zarathustra
Generative Networks
Reinforcement Learning
DL Operations
2017 Advise from Data Industry
Potential Projects
Student Project 01 on Network Anomaly Detection
Student Project 02 on Twitter UK Election
Student Project 03 on Article Topics in Retweet Networks
Student Project 03 on Article Topics in Retweet Networks - scalable web scraper
Student Project 04 on Power Forecasting Part 0
Student Project 04 on Power Forecasting Part 1
Student Project 04 on Power Forecasting Part 2
Student Project 04 on Power Forecasting Part 3
Student Project 05 on Hail Scala for Population Genomics ETL
Contents-CoCalc
1MSongs - 3D Space
Contents-zeppelin
sbt
SDS-1.6 Course
As an importable databricks notebook
Share on
Twitter
Facebook
Google+
LinkedIn
Previous
Next