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Travis Tang
Travis Tang

2.2K followers

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TDS Archive

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TDS Archive

Polars: Pandas DataFrame but Much Faster

Perform multithreaded, optimized pandas operations

Jan 3, 2023
5
Polars: Pandas DataFrame but Much Faster
Polars: Pandas DataFrame but Much Faster
Jan 3, 2023
5
TDS Archive

Published in

TDS Archive

Class Imbalance Strategies — A Visual Guide with Code

Understand Random Undersampling, Oversampling, SMOTE, ADASYN, and Tomek Links

Apr 24, 2023
Class Imbalance Strategies — A Visual Guide with Code
Class Imbalance Strategies — A Visual Guide with Code
Apr 24, 2023
DataDrivenInvestor

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DataDrivenInvestor

60 ChatGPT Prompts for Data Science (Tried, Tested, and Rated)

Automate data science tasks with ChatGPT

Apr 11, 2023
28
60 ChatGPT Prompts for Data Science (Tried, Tested, and Rated)
60 ChatGPT Prompts for Data Science (Tried, Tested, and Rated)
Apr 11, 2023
28
Towards AI

Published in

Towards AI

Cleanlab: Correct your data labels automatically and quickly

Data-centric AI without manually relabeling your data

Jan 11, 2023
5
Cleanlab: Correct your data labels automatically and quickly
Cleanlab: Correct your data labels automatically and quickly
Jan 11, 2023
5
Towards AI

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Towards AI

Lazypredict: Run All Sklearn Algorithms With a Line Of Code

How to (and why you shouldn’t) use it

Dec 26, 2022
1
Lazypredict: Run All Sklearn Algorithms With a Line Of Code
Lazypredict: Run All Sklearn Algorithms With a Line Of Code
Dec 26, 2022
1
TDS Archive

Published in

TDS Archive

Convert Jupyter Notebooks into Functions

Parameterize notebooks so you can programmatically run them

Dec 19, 2022
3
Convert Jupyter Notebooks into Functions
Convert Jupyter Notebooks into Functions
Dec 19, 2022
3
TDS Archive

Published in

TDS Archive

4x Faster Pandas Operations with Minimal Code Change

Stop waiting on pandas operations. Parallelize them.

Dec 13, 2022
1
4x Faster Pandas Operations with Minimal Code Change
4x Faster Pandas Operations with Minimal Code Change
Dec 13, 2022
1
TDS Archive

Published in

TDS Archive

Using an Out-of-Core Approach to Process Large Datasets

Faster big-data analysis workflows with an open-source library

Dec 9, 2022
1
Using an Out-of-Core Approach to Process Large Datasets
Using an Out-of-Core Approach to Process Large Datasets
Dec 9, 2022
1
TDS Archive

Published in

TDS Archive

Unit Testing for Data Science with Python

Catch mistakes early with nose2 and parameterized tests

Oct 25, 2022
1
Unit Testing for Data Science with Python
Unit Testing for Data Science with Python
Oct 25, 2022
1
Analytics Vidhya

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Analytics Vidhya

Automate Your Machine Learning Training Process with TPOT

Stop rewriting the same code for model selection and hyper-parameter search

Nov 10, 2021
2
Automate Your Machine Learning Training Process with TPOT
Automate Your Machine Learning Training Process with TPOT
Nov 10, 2021
2
Travis Tang

Travis Tang

2.2K followers

Self-taught data scientist | 20k+ followers on LinkedIn linkedin.com/in/travistang

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