BDB 7.6 - DS Lab Features

Описание: With every release we are making significant changes and features in the BDB platform.
This video provides details of the new features coming to the Data Science (DS) Lab with the BDB Platform 7.6 release.

DS Lab features in 7.6 release -
1) Serve AutoML within DSLAB
2) Data Preparation integration with DSLAB
3) Pytorch ML model inferencing in Pipeline
4) Data Catalog integration with DSLAB
5) Provide Kernel Session manager in Notebook
6) Merge and Split Cells
7) Static Updating of List
8) Create Copy / Save As of a Notebook
9) Preview option for Artifacts and Datasets
10) Provide option to Add Datasets/Data sandbox files inside Notebook
11) Variable Explorer

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Chapters:

00:00 - High-level Roadmap from 7.5
00:30 - 7.6 List of Features in brief
02:52 - AutoML
07:57 - Data Catalog integration with DS Lab
09:38 - Data Preparation integrated with DS Lab
12:30 - Pytorch model(ML) inferencing in pipeline
15:25 - Kernel Session Manager
17:05 - Ellipsis Icon for Cell Operations
18:09 - Merge and Split cells
19:08 - Timestamp for Notebook and Model lists
19:45 - Add Datasets/ Sandbox files within DS Notebook
21:46 - Static Updating of Lists
23:05 - Preview Option for Artifacts
24:06 - Preview Option for Datasets
25:39 - Variable Explorer
27:08 - Live Demo of DS Lab 7.6 features


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Features/Modules in detail -
BDB 7.6 - Data Pipeline Features -    • BDB 7.6 - Data Pipeline Features  
BDB 7.6 - Story (Self Service Reporting) Features -    • BDB 7.6 - Story (Self Service Reporting) F...  
Model as API -    • BDB Platform - Model as API  
Data as API -    • BDB Platform - Data as API  
Data Catalogue -    • BDB Platform - Data Catalogue  
DS Lab Introduction -    • Introduction to BDB - DS Lab  
Data Pipeline Monitoring & Auditing features -    • BDB Data Pipeline Monitoring & Auditing fe...  
Simulation - Augmented Analytics -    • Simulation - Augmented Analytics via BDB P...  
-Data Virtualisation in BDB -    • Data Virtualisation in BDB  
-Seamless Data OPS & MLOPS using BDB Platform -    • Seamless Data OPS & MLOPS using BDB Platform  
-AI Search in BDB Platform -    • AI Search in BDB Platform  

Webinar Links -
1 : Oil & Gas Analytics Use case using BDB -    • Webinar 1 - Oil & Gas Analytics Use case u...  
2 : Deep dive to DS Lab -    • Webinar 3 - Deep dive into DS Lab  
3 : Hyper automation & Analytics use case for Online Retail -    • Webinar 3 - Hyper automation & Analytics u...  
4 : EdTech Integration - End to End Analytics using BDB -    • EdTech Integration - End to End Analytics ...  

visit www.bdb.ai for more details
For any queries/help please write to us [email protected]