6. 6
Machine Learning
Classification
Regression
Clustering
Collaborative Filtering
Save/Load Model
Predict
Cross-Validator
NLP
NER
Sentiment
OCR
Tesseract
Visualization
Line Chart
Bar Chart
Pie Chart
Updating Dashboards
File Formats
CSV/TSV
Parquet
JSON
Avro
PDF
Images
Whole Files
Feature
Generation
Tokenization
TF, IDF
OneHotEncoder
StringIndexer
Imputer
Scaler
Data Sources/Sinks
HDFS
S3
Kafka, Flume, Twitter
HBase
Solr
Elastic Search
ETL
Joins, Unions
Filter
SQL, Scala, Python
GeoIP
ConcatColumns
Column Filter
Dedup
Languages
SQL
Scala
Jython
Java
Some of the Building Block / Nodes
7. 7
Use Cases in < 30 minutes
Self-Serve Big Data Analytics
ETL Pipelines
NLP
OCR
Streaming Analytics
Do Big Data Analytics with Drag & Drop with 100+ building blocks
Build ETL pipelines with ease. Also incorporate SQL, Scala, Jython in it.
Perform NLP on Big Data with OpenNLP and Stanford CoreNLP
Perform OCR on millions of images with Tesseract
Perform Streaming Analytics reading from Kafka, performing complex
transforms, generate graphs and write out to Solr, Hbase etc.
8. 8
Use Cases in < 30 minutes
Machine Learning
Entity Resolution
Log Analytics
Format Conversion
Load data into Solr, ES,
HBase
Perform Machine Learning on huge datasets with drag and drop
Perform large scale Entity Resolution on data from multiple channels
Build Log Analytics Platform with Kafka, Spark, Solr/Elastic Search, Hue
Convert Big Data from one format to another
Easily load data into Solr, Elastic Search, HBase etc.
9. 9
Use Cases in < 30 minutes
Custom Nodes Create Custom Nodes and drop them in the Library/Workflow Editor
Dashboards Combine various outputs of workflows into a Dashboard
12. ETL – Connect various SQL for powerful pipelines
HIVE
Solr
Spark
CSV SQL
SQL
SQL SQL
ES
HBase
HIVE
LoadSolr
LoadES
LoadHBase
LoadHIVE
ReadCSV
ReadHIVE
13. NLP – Perform distributed NLP on Big Data
CSV
Solr
Spark
PDF NLP
NLP
JOIN
ES
HBase
HIVE
LoadSolr
LoadES
LoadHBase
LoadHIVE
ReadPDF
ReadCSV
14. OCR – Perform distributed OCR on Big Data
Solr
Spark
PDF OCR
ES
HBase
HIVE
LoadSolr
LoadES
LoadHBase
LoadHIVE
ReadPDF
Plus extract
images
15. Streaming Analytics – With Kafka & Spark Streaming
Solr
Spark
ES
HBase
HIVE
LoadSolr
LoadES
LoadHBase
LoadHIVE
ReadKafka
Apply
various
transforms
K
a
f
k
a
Transform
Graph
16. Machine Learning – With Spark ML
Spark
Logistic
Regression
Score
Evaluate
Apply
various
transforms
TransformHIVE Split