List: Data Science - Analytics | Curated by Xavier Escudero

May 25, 2024
14 stories
Data Science - AnalyticsSQL-based analytics tools, business intelligence platforms, and machine learning libraries for exploring data patterns, creating visualizations, and developing predictive models
In
Python in Plain English
by
Luigi Battistoni
Understanding Pandas MultiIndex in Timeseries AnalysisHow to effectively use Pandas MultiIndexing to boost your Timeseries Analysis
May 21, 2024
May 21, 2024
In
TDS Archive
by
Wei-Meng Lee
Manipulating Values in Polars DataFramesLearn how to use the various methods in Polars to manipulate your dataframes
Jul 20, 2022
1
Jul 20, 2022
1
In
TDS Archive
by
Carl M. Kadie
Understand Polars’ Lack of IndexesSwitch from Pandas to Polars and forget about indexes
Jan 6, 2023
6
Jan 6, 2023
6
Deepanshu tyagi
Everything you should know to get started with Polars as a Data EngineerPolars is a strong DataFrame framework that allows for rapid and efficient data processing. Polars takes inspiration from the renowned…
Dec 5, 2023
1
Dec 5, 2023
1
Robin van den Brink
Easy ways to visualise data when using PolarsLearn how to easily visualise data when using Polars. Seaborn and Matplotlib accept Polars DFs, other libraries are just one function away.
Mar 11, 2023
1
Mar 11, 2023
1
In
TDS Archive
by
Wei-Meng Lee
Understanding GroupBy in Polars DataFrame by ExamplesLearn how to use the groupby() method in Polars to aggregate data and apply functions
Aug 5, 2022
1
Aug 5, 2022
1
In
TDS Archive
by
Wei-Meng Lee
Running SQL Queries in Jupyter Notebook using JupySQL, DuckDB, and MySQLLearn how to run SQL in your Jupyter Notebooks
Feb 24, 2023
2
Feb 24, 2023
2
Jake Gearon
A Modern Geospatial Workflow: PyEnv, Poetry, DuckDB, and JuPySQLI just recently took (and passed!) my PhD qualifying exam. While I was studying, I promised myself a little treat as reward afterwards —…
Nov 13, 2023
Nov 13, 2023
In
Data Engineer Things
by
Felix Gutierrez
Transforming Data Engineering: A Deep Dive into dbt with DuckDBEmpowering Analytics and Data Science with Modern Data Transformation
Oct 10, 2023
Oct 10, 2023
In
Apache Airflow
by
Jeff Fletcher
How to Best Use DuckDB with Apache AirflowDuckDB has been making waves in the data market as a robust and fast OLAP database. It’s a replacement for SQLite for analytics heavy…
Apr 14, 2023
3
Apr 14, 2023
3
Simon Müller
Excel-Parquet Integration: Mastering Data Analysis with DuckDBSummary
Jan 16, 2024
Jan 16, 2024
Mihai Bojin
DuckDB: The Rising Star in the Big Data LandscapeWhat the quack is DuckDB, and why you should care!?
Jan 15, 2024
8
Jan 15, 2024
8
Danial Shabbir
Python Data Engineering: Comprehensive Workflow for Data Modeling, Analytics with DuckDBOverview
Jan 5, 2024
1
Jan 5, 2024
1
In
Better Programming
by
Oliver Molander
DuckDB — What’s the Hype About?This was a blog post that I already planned to write during the spring when I saw that the hype around DuckDB started taking new heights…
Dec 29, 2022
14
Dec 29, 2022
14