What is Hashing (and how it works). Checksums, hash functions and more!
Hashing is the process of transforming a key or a string of characters into another value. The conversion is done using a hashing algorithm...
The 6 BEST Github Repository to learn Data Science (for FREE)
There are a lot of free Github repositories out there to learn Machine Learning and Data Science. Here are the BEST 6 Free repositories...
What is an Application Programming Interface (How to use APIs) – Tutorial with Examples
An API, or Application Programming Interface, is a way of communication between various software components. It is a method in which applications give access to their...
How Google Knows if a Document is Fresh? (Determining Document Freshness)
How does Google know if a document if fresh? Better yet, from that knowledge, does Google Search use document freshness in ranking? This article...
How to Use Google Colab for Python (With Examples)
Google Colab is a free Jupyter notebook that allows to run Python in the browser without the need for complex configuration. It comes with...
What is a “Document” for Google?
In this post, I will explain what a document is when referred to by Google. What is a Document? According to various patents, a...
Create Your First Github Project in VSCode
Visual Studio Code (VSCode) is a code editor that helps you to develop, run and debug code with built-in syntax highlighting, code completion and...
Python Script Automation Using Task Scheduler (Windows)
Automate SEO Tasks using Python and Windows task scheduler
Query Categorization Based on Image Results
Query categorization can be used by Google to improve image search results by comparing image annotations to query categories. In this post, I will...
Regex For SEO: How to use Regular Expressions (with Examples)
In this guide, I will show you how to use Regex for SEO, even if you have no programming knowledge.
Add a File to Github Using Git Bash
Here is how you can upload a file or a folder to your Github repository using Git Bash. Before you can start, you need...
Python Script Automation Using CRON on Mac
The simplest way to do automation with Python is by using crontab (cron) on Mac or Task Scheduler on Windows. In this guide, you...
Ranking Search Results, Google patent by Navneet Panda
In this article, I will cover some of what I have learned reading the “Ranking Search Results” Google patent by Navneet Panda and Vladimir...
Image Retrieval: Information Retrieval in (Google) Image Search Engine
Google’s “Image retrieval” patent is about how the Google Image Search Engine manages duplicate images and how the collections of duplicate images are ranked...
How Google Uses Anchors in Ranking Search Results
User behaviour impacts rankings. What if your web page ranks 9th for a query? Your page may not get much user behaviour data to...
Image SEO: How the Google Image Search Engine Works
In this post, we will learn in great details how the Google’s Image Search Engine works and the engineering behind it. In this article...
How Google Displays Images Within Web Search Results?
Have you ever wondered how Google decides whether or not they should, or even where to show images in web search results? In this...
How Google Selects the Most Representative Image of a Set
In this post, I will cover some of what I have learned reading the Google patent titled “Selection of an Image or Images Most...
Clustering Queries for Image Search at Google
In this post, I will cover some of what I have learned reading the Google patent titled “Clustering Queries for Image Search” by Yushi...
Improve PageSpeed on my WordPress Site
Improving PageSpeed on your WordPress website can be a challenging endeavour, but it is possible. In this post, I will show you each step...
Search Results Annotations at Google
Google search results go way beyond the regular 10 blue links. Ever wondered how the enrichments (or snippets) are displayed in search engine results?...
Clone a Github Repository on Your Computer (with Example)
You have created a repository on Github and want to create a local copy on your computer?We will use the clone command in git...
TF-IDF on Google Search Console Data
In this tutorial, we will combine the queries extracted from Google Search Console data into TF-IDF word vectors. This tutorial is Part-2 of a...
k-Nearest Neighbors (KNN) in Python
k-Nearest Neighbors is a machine learning algorithm used in supervised learning to predict the label of data points by looking what is the majority...
Install MySQL and PHPMyAdmin With XAMPP
This guide will show you how to install MySQL and PHPMyAdmin With XAMPP. What is Xampp? Xampp is a useful Apache distribution installer that...
Machine Learning (ML) – Complete Guide
This introduction to machine learning tutorial will give you the theory and the tools to help you learn what is machine learning, What is...
What is Boosting in Machine Learning (with Examples)
Boosting is an ensemble learning method used in supervised learning that converts weak learners into strong learners by having each predictor fix the errors...
Hierarchical Clustering in Python, SciPy (with Example)
Hierarchical clustering is a machine learning algorithm often used in unsupervised learning for clustering problems. In this tutorial, we will learn how the hierarchical...
Learn Ensemble Learning Algorithms (Machine Learning)
Ensemble learning is a supervised learning technique used in machine learning to improve overall performance by combining the predictions from multiple models. Each model...
Decision Trees in Machine Learning, with Examples (Python)
Decision trees are predictive machine learning models that use simple binary rules to predict the value of a target variable. What is a Decision...
