Category: Python
Learn Python from expert tutorial and recommendations
Monte Carlo Simulation with Python
Monte Carlo Simulation with Python Source – PbPython.com Introduction There are many sophisticated models people can build for solving a forecasting problem. However, they frequently stick to simple Excel models based […]
Updated: Using Pandas To Create an Excel Diff
Updated: Using Pandas To Create an Excel Diff Source – PbPython.com Introduction Several years ago, I wrote an article about using pandas to creating a diff of two excel files. Over […]
Using The Pandas Category Data Type
Using The Pandas Category Data Type Source – PbPython.com Introduction In my previous article, I wrote about pandas data types; what they are and how to convert data to the appropriate […]
Book Review: Machine Learning with Python Cookbook
Book Review: Machine Learning with Python Cookbook Source – PbPython.com Introduction This article is a review of Chris Albon’s book, Machine Learning with Python Cookbook. This book is in the tradition […]
Extracting text from HTML in Python: a very fast approach
Extracting text from HTML in Python: a very fast approach – Source Rushter.com When working with NLP problems, sometimes you need a large corpus of text. The internet is the […]
Building Bullet Graphs and Waterfall Charts with Bokeh
Building Bullet Graphs and Waterfall Charts with Bokeh Source – PbPython.com Introduction In my last article, I presented a flowchart that can be useful for those trying to select the appropriate […]
Choosing a Python Visualization Tool
Choosing a Python Visualization Tool Source – PbPython.com Introduction This brief article introduces a flowchart that shows how to select a python visualization tool for the job at hand. The criteria […]
How not to deploy web applications
How not to deploy web applications – Source Rushter.com Recently, I was looking for tutorials on how to deploy a Django application in 2018. After some research, I found an […]
Writing a simple SOCKS server in Python
Writing a simple SOCKS server in Python – Source Rushter.com This article explains how to write a tiny and basic SOCKS 5 server in Python 3.6. I am assuming that […]
Optimization tricks in Python: lists and tuples
Optimization tricks in Python: lists and tuples – Source Rushter.com Python has two similar sequence types such as tuples and lists. The most well-known difference between them is that tuples […]
Overview of Pandas Data Types
Overview of Pandas Data Types Source – PbPython.com Introduction When doing data analysis, it is important to make sure you are using the correct data types; otherwise you may get unexpected […]
Intro to pdvega – Plotting for Pandas using Vega-Lite
Intro to pdvega – Plotting for Pandas using Vega-Lite Source – PbPython.com Introduction Much has been made about the multitude of options for visualizing data in python. Jake VanderPlas covered this […]
How Numba and Cython speed up Python code
How Numba and Cython speed up Python code – Source Rushter.com Over the past years, Numba and Cython have gained a lot of attention in the data science community. They […]
Building a PDF Splitter Application
Building a PDF Splitter Application Source – PbPython.com Introduction I recently had the need to take a couple pages out of a PDF and save it to a new PDF. This […]
Understanding internals of Python classes
Understanding internals of Python classes – Source Rushter.com The goal of this series is to describe internals and general concepts behind the class object in Python 3.6. In this part, […]