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Pandas

Interactive Mind Map of All Pandas Operations
The ultimate mind map to master Pandas.
 • 
Avi Chawla
6
Why Pandas DataFrame Iteration is Slow?
No, vectorization is not the answer!
 • 
Avi Chawla
3
Automatically Profile Pandas DataFrame with AutoProfiler
...without writing any redundant code.
 • 
Avi Chawla
Identify Fuzzy Duplicates in a Dataset with Million Records
A clever technique to optimize the deduplication algorithm.
 • 
Avi Chawla
8
15 Pandas ↔ Polars ↔ SQL ↔ PySpark Translations
Become a Quadrilingual Data Scientist.
 • 
Avi Chawla
You Will NEVER Use Pandas’ Describe Method After Using These Two Libraries
Generate a comprehensive data summary in seconds.
 • 
Avi Chawla
10
The Most Common Misconception Pandas Users Have About Apply() Method
Avoid using apply() method at all times.
 • 
Avi Chawla
Interactive Controls — An Underrated Jupyter Gem That Deserves More Attention
Declutter your Jupyter notebook and boost your data analysis in seconds.
 • 
Avi Chawla
The Most Overlooked Source of Optimization in Data Pipelines
Sometimes, the pain point can be outside your code.
 • 
Avi Chawla
5
NVIDIA's Latest Update Can Make Your Pandas Workflow 150x Faster
...without any code changes.
 • 
Avi Chawla
7
The Most Common Misconception That Pandas Users Have
The counterintuitive behaviour of inplace operations.
 • 
Avi Chawla
1
6 Coolest Jupyter Hacks That 90% Users Are Consistently Ignoring
Jupyter is cool. Let's make it super cool.
 • 
Avi Chawla
7
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