Databricks Jump Start Sample Notebooks
This repository contains sample Databricks notebooks found within the Databricks Selected Notebooks Jump Start and other miscellaneous locations.
The notebooks were created using Databricks in Python, Scala, SQL, and R; the vast majority of them can be run on Databricks Community Edition (sign up for free access via the link).
###On-Time Flight Performance
On-Time Flight Performance with GraphFrames for Apache Spark: Provides a jump start into Graph using
GraphFrames for Apache Spark on flight departure performance data.
ADAM Genomic Analysis
ADAM Genomic Analysis using K-Means Clustering: Applying
k-means clustering to predict population sample location based on genomic sequences using
Streaming Meetup RSVPs
Streaming Meetup RSVPs is a series of notebooks showcasing how streaming on Databricks including the use of
adam: Genomic Sequencing using Apache Spark and ADAM
blog books: Notebooks to support the Databricks blog ebooks.
content: Various notebooks including
- Data Exploration on Databricks
- Salesforce Leads with Machine Learning, Spark SQL, and UDFs
- Streaming Meetup RSVPs
demo: Various notebooks including
- OR Block Scheduling using Linear Regression
- Mobile Sample SQL Notebook
- Population vs. Price Linear Regression and SQL notebooks
- Spark 1.6 Notebooks (describing the various enhancements for Spark 1.6)
dogfood: Various notebooks including
- AdTech Sample Notebook
- Quick Start using Python | Scala
examples: Example notebooks in various stages of completion including
Iris dataset k-means vs. bisecting k-means
flights: Various notebooks working with on-time flight performance
reporting: Example reporting notebooks including dashboard views