bigml winter 2015 webinar
TRANSCRIPT
BigML Inc
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 [email protected]
BigML Inc 3
Cloud Integrations
• Login With:
• Amazon
• Github
• Cloud Storage Browser:
• Azure Marketplace
• DropBox
• Google Drive and Google Cloud
!
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.
BigML Inc 55
• Visualize Datasets
• Explore correlations
• Leverages Sample Server
Dynamic Scatterplot
BigML Inc 6
Dynamic Scatterplot
6
DATASET
Visualize Correlations
MODELBATCH
PREDICTIONDATASET
Visualize Confidence Expected Error
DATASET
CLUSTER BATCH CENTROIDDATASET DATASET
Visualize Clusters
BATCH ANOMALYSCORE
ANOMALYDATASET DATASET
Visualize Anomalies
BigML Inc 7
Clustering Basics
K=3centroids
BigML Inc 8
Finding K: G-meansLet K=2
Keep 1, Split 1 New K=3
BigML Inc 9
Finding K: G-meansLet K=3
Keep 1, Split 2 New K=5
BigML Inc 10
Finding K: G-meansLet 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 in-memory dataset
Retrieving Samples
TTL Renew
Sample Expired
BigML Inc 13
Sample ServerFiltering 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)"
BigML Inc 14
Sample Server
BigML Inc 15
BigML X
• Machine Learning in the Cloud
• Local Predictions
• Native OSX Desktop Application
• Contact us for beta access
BigML Inc 16
BigML GAS
• Predictions in Google Apps Script!
• Contact us for Beta access
BigML Inc 17
FEEDBACK
@bigmlcom TWITTER
Get Started Today!
RESOURCESJoin us for future
webinars & hangouts