List: data science | Curated by fernanda rodríguez

May 28, 2024
18 stories
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data science
In
Predict
by
KayDee
You Need To Learn AI in 2024! (And Here Is Your Roadmap)Photo by Maximalfocus on Unsplash
Jan 9, 2024
89
Jan 9, 2024
89
In
Anvil
by
Brooke Myers
Streamlit vs Gradio vs Dash vs Panel vs AnvilLet’s look at 4 alternatives to Streamlit for building Python data apps
Feb 8, 2023
2
Feb 8, 2023
2
In
TDS Archive
by
Samuele Mazzanti
Is F1-Score Really Better than Accuracy?What’s the cost of being wrong (and the gain of being right) according to different metrics
Apr 18, 2023
8
Apr 18, 2023
8
In
Artificial Intelligence in Plain English
by
SM Raiyyan
11 Cool chatGPT Prompts for Data ScienceThe ChatGPT model is a large language model trained by OpenAI that is capable of generating human-like text. By providing it with a prompt…
Jan 19, 2023
1
Jan 19, 2023
1
In
TDS Archive
by
Kenneth Leung
Micro, Macro & Weighted Averages of F1 Score, Clearly ExplainedUnderstanding the concepts behind the micro average, macro average and weighted average of F1 score in multi-class classification
Jan 4, 2022
14
Jan 4, 2022
14
In
Artificial Intelligence in Plain English
by
Ritesh Gupta
Master Data Science with This Comprehensive Cheat SheetComprehensive Cheat Sheet for Data Science: Numpy, Pandas, Python, R, ML, DL, NLP, Stats, SQL, PySpark, Plotly, Seaborn, git, Excel…
Jan 30, 2023
26
Jan 30, 2023
26
In
Better Programming
by
Lev Maximov
Pandas Illustrated: The Definitive Visual Guide to PandasIs it a copy or a view? Should I merge or join? And what the heck is MultiIndex?
Jan 25, 2023
18
Jan 25, 2023
18
In
TDS Archive
by
Chris Walsh
The Mindset of a Successful Data ScientistFour Attitudes for Success in Data Science
Apr 29, 2022
6
Apr 29, 2022
6
In
TDS Archive
by
Anmol Tomar
Python Best Practices for Writing Industry Standard Code
Jun 2, 2022
10
Jun 2, 2022
10
In
TDS Archive
by
Khuyen Tran
How to Structure a Data Science Project for Readability and TransparencyAnd How to Create One in One Line of Code
Apr 7, 2022
14
Apr 7, 2022
14
Anamika Singh
Top 6 Statistical Concepts Every Data Scientist Should KnowData science is highly dictated and informed by computer science where statistics provides data scientists with the tools and means to find…
May 16, 2022
3
May 16, 2022
3
In
TDS Archive
by
Prakhar Rathi
7 Must-Read Books for Data Scientists in 2022Technical and Non-Technical books that will help you a become better data scientist
May 11, 2022
5
May 11, 2022
5
 This story is no longer available
In
TDS Archive
by
Jill Villany
Fall in Love with Your Environment SetupA Python developer’s guide to the optimal setup for collaboration, production readiness and time saving
Mar 25, 2022
15
Mar 25, 2022
15
In
CodeX
by
Anmol Tomar
Don’t use matplotlib or seaborn for your python plotsIt’s time to up your visualization game!
Feb 3, 2022
21
Feb 3, 2022
21
In
Verotel
by
Svaťa Šimara
Don’t do Code Review, try Mob insteadCode review is quite common practice, and for many years I thought it is great, but hen I experienced mob programming.
Jan 28, 2022
94
Jan 28, 2022
94
In
crossML Blog
by
Taranvir Singh
Streamlit: A must learn tool for data ScientistStreamlit is a Python-based web application framework for visualizing data and analyzing results in a more efficient and flexible way. It…
Oct 25, 2021
5
Oct 25, 2021
5
In
TDS Archive
by
Antriksh Goel
An experience of a “Data Ecosystem”This article talks about how data is treated and consumed in a Data Ecosystem, and how various professional roles interact with data at…
Nov 2, 2021
10
Nov 2, 2021
10