List: Reading list | Curated by Khadija S.

Mar 31, 2025
195 stories
Reading list
Ryan Chynoweth
Extracting Data from an API on DatabricksIntroduction
Feb 11, 2024
286
8
Feb 11, 2024
286
8
In
Data Science Collective
by
Amanda Iglesias Moreno
Step-by-Step Guide to Building a RAG System with NotebookLMStep-by-Step Guide to Building a RAG System with NotebookLM for More Accurate and Reliable AI Responses
Mar 21
143
1
Mar 21
143
1
In
Code Like A Girl
by
Nidhi Jain 👩‍💻
9 Lessons from a Principal Engineer That Made Me a Better DeveloperThe small but important missing pieces that no one talks about
Mar 10
1.94K
32
Mar 10
1.94K
32
In
Data Engineer Things
by
Ben Rogojan
Don’t Lead a Data Team Before Reading ThisRecently, I heard 2-to 3 data leaders say that the default state of most data teams is failure. But I don’t think most data teams are set…
Nov 27, 2024
564
9
Nov 27, 2024
564
9
Analytics at Meta
How Facebook leverages Large Language Models to understand user bug reports and guide fundamental…Authors: Akos Lada, Xiaoxuan Liu, Yuchen Shao, Yi Wang, Rion Graham, Bee Padalkar, Charlie Walker, Molly Lewis
Mar 11
125
2
Mar 11
125
2
In
Data Science Collective
by
Ari Joury, PhD
Your Ultimate Guide to Wrangling Satellite DataWeather- and land data is unique and gaining importance
Feb 18
243
1
Feb 18
243
1
Huy Nguyen
The Semantic Layer: What It Is and How Should It Be?Most data practitioners I talked to agree on two things.
Oct 30, 2024
265
5
Oct 30, 2024
265
5
In
DBSQL SME Engineering
by
Databricks SQL SME
Optimizing Databricks Storage with Vacuuming Strategies, Predictive Optimization, and Smarter Data…Author
Jan 10
60
2
Jan 10
60
2
In
TDS Archive
by
Logan Kilpatrick
5 Courses to Help You Start Learning Julia TodayThe best online Julia courses you can take for free going into 2023
Oct 4, 2022
152
3
Oct 4, 2022
152
3
Alice Thomaz
Materialized Views in Databricks: Concept and Optimization with Incremental Refresh.A Practical Analysis of the Functioning of Materialized Views in Databricks.
Jan 1
142
7
Jan 1
142
7
In
TDS Archive
by
Vladimir Kukushkin
Modeling DAU with Markov ChainHow to predict DAU using Duolingo’s growth model and control the prediction
Dec 2, 2024
350
2
Dec 2, 2024
350
2
Nnaemezue Obi-Eyisi
Optimizing Merge Statements in Databricks: Strategies for EfficiencyIf your Merge statement is taking as much time or more to complete compared to a full table rewrite, it indicates an optimization issue. In…
Jun 16, 2024
8
Jun 16, 2024
8
In
Marvelous MLOps
by
Başak Tuğçe Eskili
Handy Databricks Features for DevelopmentWe know how important it is for ML practitioners to be able to develop locally. Local development environments provide a familiar…
Jul 31, 2024
72
Jul 31, 2024
72
Keith Tan
How to perform Incremental Data Load using merge into on Azure DatabricksIncremental Data Load is a data integration technique where only new or updated data are loaded into a target system since the last load…
Aug 13, 2024
3
Aug 13, 2024
3
Analytics at Meta
How Facebook Sets GoalsAuthor: Morgan Henry
Nov 22, 2024
361
3
Nov 22, 2024
361
3
In
TDS Archive
by
Bernd Wessely
Operational and Analytical DataWhat is the difference and how should we treat data in the enterprise?
Nov 7, 2024
388
3
Nov 7, 2024
388
3
Zia
Benchmarking PyomoA full review of Python Optimization Tool Pyomo
Feb 11, 2022
16
Feb 11, 2022
16
Siddartha Kathi
Abstract Models vs. Concrete Models: Decoding the Dynamics of Mathematical Optimization ModelsThis article will explore the differences between abstract and concrete models along with their significance in mathematical optimization
Nov 25, 2023
15
Nov 25, 2023
15
Raphael Zaneti
Data extraction from email to Excel with Power AutomateMany companies have a least one process where a data must be transferred from an email template to an Excel file. This is a repetitive…
Nov 2, 2023
8
Nov 2, 2023
8
In
TDS Archive
by
Erdogan Taskesen
An Extensive Starters Guide For Causal Discovery using Bayesian ModelingBayesian approaches are becoming increasingly popular but can be overwhelming at the start
Oct 19, 2024
746
5
Oct 19, 2024
746
5