Venkatesh Gandi's Projects
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
A curated collection of useful Python snippets that you can understand in 30 seconds or less.
Loading Data from git hub repo using pandas
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
Testing the power of bootstrapping method in estimating the population parameters
Why only column normalization is done most often?
A book covering the fundamentals of data visualization.
Mean target encoding in one of the effective encoding method. This content is intended to exploring how to implement various versions of mean target encoding in python. This is more like practical approach.
Detection of multicollinearity
Estimating the precision of sample statistics ( estimate the standard error (variance) of a statistic)
Minimal, clean example of lstm neural network training in python, for learning purposes.
My jupyter notebooks/code samples from Chris Albon's Machine Learning with Python Cookbook
Matplotlib tutorial for beginner
Methods to check the data sample is Gaussian distributed or not in python
100 numpy exercises (100% complete)
Cool Python features for machine learning that I used to be too afraid to use
Adaptation of Jake VanderPlas graphic about python visualization landscape
Use this template if you need a quick developer / data science portfolio! Based on a Minimal Jekyll theme for GitHub Pages.
scikit-learn: machine learning in Python
Designing a statistical model in python and simulating outcomes of an experiment.
Investigating on how SVM works in both Standard and Weighted versions.
Perspectives of Statistician and Machine Learning Engineer towards solving a problem
Simple wrapper of tabula-java: extract table from PDF into pandas DataFrame