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Here I blog on all topics related to Big Data and Data Science. Articles could be of types: Executive Summaries, Tools analysis, Tool Comparisons, Architectural Patterns, Introductions to complex topics, and 'How to' or Tutorial types that share code snippets.
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Machine Learning - Rendezvous Architecture
The Rendezvous architecture proposed by Ted Dunning and Ellen Friedman in their book on Machine Learning Logistics was a wonderful...
Sai Geetha M N
Jul 8, 20218 min read
522 views
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Big Data Architecture for Machine Learning
Machine Learning by itself is a branch of Artificial Intelligence that has a large variety of algorithms and applications. One of my...
Sai Geetha M N
Jul 1, 20217 min read
466 views
0 comments
Data Scientists, Data Engineers, ML Engineers And More - Demystified
As the world of Big Data, Machine Learning and Artificial Intelligence is taking off, there is an overlap of roles and responsibilities...
Sai Geetha M N
Jun 25, 20216 min read
192 views
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HBase Design - Guidelines & Best Practices
We have looked at HBase Fundamentals and HBase Architecture in the last two weeks. Today I will look at a few best practices and...
Sai Geetha M N
Jun 18, 202113 min read
1,356 views
1 comment
HBase Architecture
We looked at the basics of HBase in the previous article, last week. Today we will understand the Architecture of HBase. We all agree...
Sai Geetha M N
Jun 10, 20217 min read
559 views
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HBase Fundamentals
HBase is a NoSQL DB that uses some capabilities of the Hadoop ecosystem to provide its features. NoSQL DBs (a.k.a Not Only SQL) are...
Sai Geetha M N
Jun 3, 20219 min read
1,460 views
2 comments
Data Validation - During Ingestion into Data Lake
Any enterprise that wants to harness the power of data, almost always begins with building a data lake. By definition, a data lake is a...
Sai Geetha M N
Apr 22, 20219 min read
3,405 views
6 comments
ACID Vs BASE - A definition
#Definitions ACID is a characteristic of RDBMS databases Atomic: Each task in a transaction succeeds or the entire transaction is rolled...
Sai Geetha M N
Apr 17, 20211 min read
76 views
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Making the Right Database Choice
#ArchitecturalDecision If someone were to ask, should I use SQL or NoSQL database, the obvious answer is "it depends". Depends on what?...
Sai Geetha M N
Apr 16, 20214 min read
856 views
3 comments
Hadoop for Analysts - Apache Druid, Apache Kylin and Interactive Query Tools
#ToolComparison #ArchitectureDecision Introduction Traditional Data Warehouses have existed in the industry for quite some time now. They...
Sai Geetha M N
Mar 19, 20214 min read
694 views
3 comments
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