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How do we do Agile in Data Science?
Here is my notes from the excellent article on Agile process for Data Science - Agile in Data Science
Enjoy Enjaami
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Altair Stock Charts Example
Visualizing Stocks in Altair
Enjoy Enjaami
Lines of
Oh My ZSH - Setup Terminal for Ubuntu 20.04
Here is my current terminal setup for Ubuntu 20.04.
Github Readme - Data Science Portfolio
Data Science Portfolio
Writing with less friction. Case for iPad.
Writing is one of the most cogent ways to communicate with others. It requires work from the author to do critical thinking and come up with an engaging stor...
Altair Sample Viz
Faceted Scatter Plot with Linked Brushing
Book Review - In the Service of Republic
Here are some interesting parallels between business & politics
Publishing Jupyter Notebooks on Github Pages
Publishing Jupyter Notebooks on GitHub
Example Post
Howdy! This is an example blog post that shows several types of HTML content supported in this theme.
What’s Jekyll
Jekyll is a static site generator, an open source tool for creating simple yet powerful websites of all shapes and sizes. From the project’s readme:
Text Features
Importing necessary packages
Distributions
Import necessary libraries
Financial Timeseries
Get Pandas Datareader
Snowflake Introduction
In this tutorial, we would be going through the process of setting Snowflake with sample warehouse. Next, we would be loading a data file onto this warehouse...
Gaussian Mixture Models
Gaussian Mixtures A Gaussian mixture model is a probabilistic model that assumes all the data points are generated from a mixtures of a finite number of Gaus...
Processing Large CSV Files in Pandas
Large CSV files
Models in Pipelines
Pipeline are useful for model building
Scikit Pipelines for ML
What is a Pipeline
Anamoly Detection using Machine Learning
Anamolies in Data
Publishing ML topics
100 Posts of Machine Learning
Analysis using Notebooks
Here are some reasons why you might want to keep an analysis notebook
Probabilistic Programming
1 2 3 4 %matplotlib inline import pandas as pd import numpy as np import matplotlib.pyplot as plt
Binary Search Algorithm
Want to learn more? Check out Data Structures and Algorithms in Python