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3. Innovation Day 2026
Notes from the 3rd Innovation Day 2026.
Fabric Pipeline Deployment Strategy with Parameters
Learn how to use Microsoft Fabric variable libraries and value sets to manage pipeline parameters across development and production environments.
Graphs
A graph is a collection of nodes (vertices) connected by edges (lines)
Markovian Property and Markov Chain
The Markovian property states that the future state of a process depends only on the present state, not the past, and a Markov Chain is a sequence of states following this property with defined transition probabilities.
SQL statement types
SQL statements are categorized into three main types: DDL (Data Definition Language), DCL (Data Control Language), and DML (Data Manipulation Language).
Data Roles
A Database Administrator (DBA) manages and secures databases, a Data Engineer builds data pipelines and infrastructure, and a Data Analyst interprets and visualizes data to extract insights.
The ACID Principle
ACID ensures database transactions are Atomic (all or nothing), Consistent (valid state maintained), Isolated (independent execution), and Durable (permanent after commit).
Optimized file formats
File formats like Avro, Optimized Row Columnar (ORC) and Parquet
Amicable Pairs
Amicable numbers are two numbers where the sum of the proper divisors of each equals the other, revealing a fascinating symmetry in number theory.
Circulant Matrices - Part I
What are circulant matrices and their relevance in geometric deep learning.
Hello World
Starting my own blog again after a long time