Using regression with correlated dataTutorial (including R code) for using Generalized Estimating…Setting ARIMA model parameters in R: Grid search vs.…
Continue Readingcode
Learning Database for Data Science Tutorial – Perform MongoDB Indexing using PyMongo
Overview Indexing is MongoDB – a key aspect to managing and executing your database queries efficiently in data science Learn…
Continue ReadingOverestimating the number of idiots
A comment on one of my recent blog posts on Gray codes led me to an article by Mark Dominus…
Continue ReadingInverse Gray code
The previous post looked at Gray code, a way of encoding digits so that the encodings of consecutive integers differ…
Continue ReadingGray code
Suppose you want to list the numbers from 0 to N in such a way that only one bit at…
Continue ReadingMartin Thoma
pre-commit hooks you must knowBoost your productivity and code quality in 5 minutesPytest Plugins to Love ❤️My top 5 and honorable 50 out…
Continue ReadingHow to Create Aggregation Pipelines in a MongoDB Database Using PyMongo
Overview We will discuss aggregation pipelines in MongoDB. We will see how to use the operator like the match, group,…
Continue ReadingQuery a MongoDB Database using PyMongo!
Overview We will discuss how you can query a MongoDB database using the PyMongo library. We will cover basic aggregation…
Continue ReadingTop 4 Pre-Trained Models for Image Classification with Python Code
Introduction The human brain can easily recognize and distinguish the objects in an image. For instance, given the image of…
Continue ReadingRobert Ritz
AI-Powered Code Completion in JupyterLabPower up the almost useless code suggestions in JupyterLabAn Introduction to Anvil — Full-Stack Web Apps with Nothing…
Continue ReadingIs there a zip code that equals its population?
I noticed yesterday that the population in a zip code near me is roughly equal to the zip code itself.…
Continue ReadingMorse code golf
You can read the title of this post as ((Morse code) golf) or as (Morse (code golf)). Morse code is…
Continue ReadingPython Style Guide | How to Write Neat and Impressive Python Code
Overview The Python Style Guide will enable you to write neat and beautiful Python code Learn the different Python conventions…
Continue ReadingHands-on NLP Project: A Comprehensive Guide to Information Extraction using Python
Overview Information extraction is a powerful NLP concept that will enable you to parse through any piece of text Learn…
Continue ReadingYour Guide to Getting Started with Geospatial Analysis using Folium (with multiple case studies)
Overview Geospatial analysis is taking on an ever more important role in the industry The Folium library in Python helps…
Continue ReadingDenis Gontcharov
Assertive Programming in RYour code should work as intended or fail immediatelyPut your Data Analysis in an R Package — Even if You…
Continue ReadingWhat are Python Iterators and Generators? Programming Concepts Every Data Science Professional Should Know
Iterators – One at a Time! Python is a beautiful programming language. I love the flexibility and the incredible functionality…
Continue ReadingCoding habits for data scientists
By David Tan, ThoughtWorks. As a ML practitioner, you would know that code can get out of hand, quickly. What…
Continue ReadingA Beginner’s Guide to Exploratory Data Analysis (EDA) on Text Data (Amazon Case Study)
The Importance of Exploratory Data Analysis (EDA) There are no shortcuts in a machine learning project lifecycle. We can’t simply…
Continue ReadingException Handling in Python – Get Rid of those Errors!
Introduction Errors are the bane of a programmer’s existence. You write an awesome piece of code, are ready to execute…
Continue ReadingMDS codes
A maximum distance separable code, or MDS code, is a way of encoding data so that the distance between code…
Continue ReadingPreston Badeer
The Easiest Way to Get Fake DataThis simple method covers most use casesA great rule of thumb for writing code, especially in…
Continue ReadingFormatting in comments
The comments to the posts here are generally very helpful. I appreciate your contributions to the site. I wanted to…
Continue ReadingYong Cui, Ph.D.
Getting Started With Jupyter Notebooks in Visual Studio CodeVS Code now provides native support of…DeepMind just released Haiku and RLax for neural…
Continue ReadingWinson Waisakurnia
Optimize Python Code in Jupyter NotebookBored waiting for a slow Python job to finish? Let’s find the…Be Skeptical! The Most Important Principle…
Continue Reading