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BigML Inc
BigML Inc 2
Today’s Webinar
• Speaker:
• Poul Petersen, CIO
• Moderator:
• Andrew Shikiar, VP Business Development
• Enter...
BigML Inc 3
Cloud Integrations
• Login With:
• Amazon
• Github
• Google
• Cloud Storage Browser:
• Azure Marketplace
• Dro...
BigML Inc 4
Projects
• Projects group resources together.
• All derived resources inherit name, description
and tags.
• Ne...
BigML Inc 55
• Visualize
Datasets
• Explore
correlations
• Leverages
Sample Server
Dynamic Scatterplot
BigML Inc 6
Dynamic Scatterplot
6
DATASET
Visualize
Correlations
MODEL
BATCH
PREDICTIONDATASET
Visualize
Confidence
Expect...
BigML Inc 7
Clustering Basics
K=3
centroids
BigML Inc 8
Finding K: G-means
Let K=2
Keep 1, Split 1
New K=3
BigML Inc 9
Finding K: G-means
Let K=3
Keep 1, Split 2
New K=5
BigML Inc 10
Finding K: G-means
Let K=5
K=5
BigML Inc 11
Sample Server
None All
Just a few points sampling dynamically?
BigML Inc 12
Sample Server
POST	

201 CREATED
GET 200	

IN-PROGRESS
GET 200	

FINISHED
GET 200	

FAULTY
Async creation of
...
BigML Inc 13
Sample Server
Filtering Fields Filtering Rows
“fields=000000,000002"
"iprefix=INCOME"
"full=false"
"limit=100"
...
BigML Inc 14
Sample Server
BigML Inc 15
BigML X
• Machine Learning in
the Cloud
• Local Predictions
• Native OSX Desktop
Application
• Contact us for...
BigML Inc 16
BigML GAS
• Predictions in Google

Apps Script!
• Contact us for Beta
access
BigML Inc 17
FEEDBACK
@bigmlcomTWITTER
info@bigml.com
Get Started Today!
RESOURCES
Join us for future
webinars & hangouts
Upcoming SlideShare
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BigML Winter 2015 Release Webinar

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BigML 2015 Winter Release: Sample Service, G-Means, Projects, Labs and More!

Published in: Technology
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BigML Winter 2015 Release Webinar

  1. 1. BigML Inc
  2. 2. BigML Inc 2 Today’s Webinar • Speaker: • Poul Petersen, CIO • Moderator: • Andrew Shikiar, VP Business Development • Enter questions into chat box – we’ll answer some via text; others at the end of the session • For direct follow-up, email us at info@bigml.com
  3. 3. BigML Inc 3 Cloud Integrations • Login With: • Amazon • Github • Google • Cloud Storage Browser: • Azure Marketplace • DropBox • Google Drive and Google Cloud !
  4. 4. BigML Inc 4 Projects • Projects group resources together. • All derived resources inherit name, description and tags. • New sources can be assigned to a project. • Project selector in UI filters view. • Resources in project can be bulk deleted.
  5. 5. BigML Inc 55 • Visualize Datasets • Explore correlations • Leverages Sample Server Dynamic Scatterplot
  6. 6. BigML Inc 6 Dynamic Scatterplot 6 DATASET Visualize Correlations MODEL BATCH PREDICTIONDATASET Visualize Confidence Expected Error DATASET CLUSTER BATCH CENTROID DATASET DATASET Visualize Clusters BATCH ANOMALYSCORE ANOMALYDATASET DATASET Visualize Anomalies
  7. 7. BigML Inc 7 Clustering Basics K=3 centroids
  8. 8. BigML Inc 8 Finding K: G-means Let K=2 Keep 1, Split 1 New K=3
  9. 9. BigML Inc 9 Finding K: G-means Let K=3 Keep 1, Split 2 New K=5
  10. 10. BigML Inc 10 Finding K: G-means Let K=5 K=5
  11. 11. BigML Inc 11 Sample Server None All Just a few points sampling dynamically?
  12. 12. BigML Inc 12 Sample Server POST 201 CREATED GET 200 IN-PROGRESS GET 200 FINISHED GET 200 FAULTY Async creation of in-memory dataset Retrieving Samples TTL Renew Sample Expired
  13. 13. BigML Inc 13 Sample Server Filtering Fields Filtering Rows “fields=000000,000002" "iprefix=INCOME" "full=false" "limit=100" "offset=100" "prefix=income" "order_by=name" "000000=2" !000000=2" "000002=iris-setosa&000002=iris-versicolor" "!000002=iris-setosa&!000002=iris-versicolor" "000002=&000002=iris-setosa" "!000002=" "000000=-10,10" "000001=,3" "00000a=-20," "000000=[-10,10)" "!000000=[-10,10)"
  14. 14. BigML Inc 14 Sample Server
  15. 15. BigML Inc 15 BigML X • Machine Learning in the Cloud • Local Predictions • Native OSX Desktop Application • Contact us for beta access
  16. 16. BigML Inc 16 BigML GAS • Predictions in Google
 Apps Script! • Contact us for Beta access
  17. 17. BigML Inc 17 FEEDBACK @bigmlcomTWITTER info@bigml.com Get Started Today! RESOURCES Join us for future webinars & hangouts

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