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SAI Notes #05: Building efficient Experimentation Environments for ML Projects.
Let's look into what it takes for an Experimentation Environment to be efficient in Machine Learning Projects.
Jun 4 • 
Aurimas Griciūnas
8
SAI Notes #04: CI/CD for Machine Learning.
Let's look into how CI/CD is different for ML projects compared to regular software.
May 28 • 
Aurimas Griciūnas
21
3
SAI Notes #03: Apache Flink - Architecture.
Let's take a closer look into internals of Apache Flink.
May 20 • 
Aurimas Griciūnas
9
3
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SAI #22: Decomposing the Data System.
Mar 18 • Aurimas Griciūnas
22
9
SAI Notes #04: CI/CD for Machine Learning.
May 28 • Aurimas Griciūnas
21
3
SAI #28: Organisational structure for effective MLOps.
Apr 29 • Aurimas Griciūnas
18
2
SAI #13: Lambda vs. Kappa Architecture.
Jan 14 • Aurimas Griciūnas
14
2
SAI Notes #03: Apache Flink - Architecture.
May 20 • Aurimas Griciūnas
9
3
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SAI Notes #02: Encoding in Parquet.
Let's look into the types of Encoding in Parquet Files.
May 14 • 
Aurimas Griciūnas
10
SAI Notes #01: Watermarks in Stream Processing, SQL Query order of Execution.
Watermarks in Stream Processing, SQL Execution order.
May 7 • 
Aurimas Griciūnas
13
SAI #28: Organisational structure for effective MLOps.
Let's look into how we should structure our organisations for effective MLOps practice implementation.
Apr 29 • 
Aurimas Griciūnas
18
2
SAI #27: Event Latency in Data Systems
A look into how event latency builds up as data travels through the Data System
Apr 22 • 
Aurimas Griciūnas
13
SAI #26: Partitioning and Bucketing in Spark (Part 1)
Let's look into the difference between Partitioning and Bucketing in Spark.
Apr 15 • 
Aurimas Griciūnas
19
SAI #25: Twitter's Recommender System (The Algorithm)
Review of recently open-sourced Twitter's recommender system.
Apr 8 • 
Aurimas Griciūnas
9
SAI #24: Feedback Loops in Machine Learning System.
I cover 3 main areas of feedback required in effective Machine Learning System.
Apr 1 • 
Aurimas Griciūnas
12
SwirlAI Newsletter
SwirlAI Newsletter
Learn Data Engineering, Machine Learning, MLOps and Data Science.
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SwirlAI Newsletter

Learn Data Engineering, Machine Learning, MLOps and Data Science.

By Aurimas Griciūnas
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