What are HTTP Requests
In this article, we will learn what HTTP Requests are, and how you can leverage them in SEO, web scraping and building web applications....
How to Install Git on Windows and Mac OS X (with Example)
Git is a version control tool that allows you to manage versions of your files on your local machine. To be able to use...
Get Started With Github
Github is a cloud based Git repository hosting platform. Github will be of great use when trying to do SEO automation and Machine Learning...
Easiest Way to Get Started with Python (without Installation)?
The easiest way to get started with Python is to use Google Colab since it does not require the installation of Python or any...
What is Version Control
A version control system is a tool to help developers manage changes made to files and directories. There are multiple version control systems, but...
Python Strings (with Examples)
Strings in Python are stored as a str data type. A Python string is a sequence of characters enclosed in single or double quotes....
Python Variables (with Examples)
In Python programming, a variable is a container that stores data values. Creating a Variable in Python Output Variables Can Have Multiple Data Types...
What is Staging in Git
Staging in Git means to change the state of a modified file to an intermediate step called staged, ready to be committed. Git has...
What is a Git Repository
A git repository is the location where is stored the data related to your files, directories and git history for a Git Project. In...
Python Lists
In Python, a list is an ordered sequence of items. Python lists are one of the 4 data types used to store collections of...
What is the Git Diff Command (with Examples)
Git diff is a Git command that can be used to compare differences between files. The git diff command runs a diff function on...
How to use the Wikidata API (with Python Examples)
In this tutorial, we will use the Python Requests library in order to fetch data from the Wikidata API. We will learn in detail...
How to Install Python (MacOS, Windows and Linux)
In this Python for Beginners tutorial chapter, you will learn how to install Python on MacOS and Windows. For each, we will look at...
Python Dictionaries
Python dictionaries are an unordered collection of key-value pairs. Dictionaries are a mappings data type used to store collections of data. The 4 data...
Job Industry SEO
Job search in Google’s job search engine (also known as Google for Jobs) isn’t exactly the same as their regular search engine. In fact,...
How to Create and Run a Python Script with Terminal (Command Line Example)
Read this post if you want to learn how to create Python files from terminal. A Python file (or script) is a file written...
How to use Flickr API with Python (Example)
Welcome to this tutorial where we will learn how to use the Flickr API with Python. Documentation What is the Flickr API Flickr has...
Teleport API with Python (How to Get Geographical Data)
The teleport API allows to gather data about a geographical areas for free. Teleport allows you to gather data from cities such as: In...
Git Pull Requests: Fork and Merge a Repository (step-by-step) on Github
In this tutorial, we will learn how to create a simple pull request on Github. For this to be clearer, I have my friend’s...
Setting Up Git For the First Time (git config)
The Git configuration file is used to store the configuration of a git repository. If you have never used Git before, you likely need...
Create an Delete a Branch on Github Repository
In this tutorial, we will learn how to easily create or delete branches from a Git Repository on Github. What Are Branches? Branches are...
Predictive-based Clustering with representative redirect targets
How does Google handle duplicate content on the Web? One of the many ways is that they compare URL patterns to predict which ones...
How to Install Python on Windows 10 (with VIDEO example)
In this tutorial, I will demonstrate how to install Python on Windows 10. Make sure that you follow each step without skipping ahead. Installing...
De-Duplication at Google: Using the aged of Portions in a Document
How does Google know if two documents are duplicate when portions of the document change at a high rate? The patent titled “Updating search...
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...
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.
How to Push Code to Github (Git Bash Example)
Here is how you can upload a file or a folder to your Github repository using Git Bash. To push code to a Github...
How to Run Python Scripts using CRON jobs (on Mac Crontab) – Automation & Scheduling
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) – Windows
You have created a repository on Github and want to create a local copy on your computer? We will use the git clone command...
TF-IDF on Google Search Console Data (Python Examples)
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...
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...
Clustering and De-duplication of web pages using KMeans and TF-IDF
In this project, we will learn how to use Python to cluster URLs from Google Search Console by analysing the queries that each page...
Regression in Machine Learning
Regression in machine learning is a supervised learning approach in which computer programs try to make predictions on continuous variables. Simply put, the goal...
Supervised Learning in Machine Learning (Introduction)
Supervised learning defines an algorithm used in machine learning to train models based on labelled data. To learn, computers need to be trained. There...
Scikit-learn: How to Install, Import and Run Sklearn for Machine Learning (with Python Example)
Scikit-learn, or sklearn, is a machine learning library widely used in the data science community for supervised learning and unsupervised learning. What is Scikit-learn?...
Preprocessing Data With SCIKIT-LEARN (Python tutorial)
Data preprocessing is an important step in the machine learning workflow. The quality of the data makes the difference between a good model and...
Ranking Rich Results for SEO (With Structured Data Examples)
We are far from the 10 blue links. Rich results are dominating the search engine result pages (SERPs). There are 4 main ways SEOs...
TF-IDF in Python (Scikit-learn Example) – Term frequency-inverse document frequency
TF-IDF, or term frequency-inverse document frequency, is a statistical measure used in Natural Language Processing and Information Retrieval that evaluates how relevant is a...
Twitter API with Python (Complete Guide)
In this extensive guide, you will learn everything that you need to use the Twitter API with Python. I will cover the most important...
Post on Twitter API using Tweepy and Python
In this article, you will learn how to make a post on Twitter using Python and the Twitter API. This tutorial is part of...
Understand Tweepy’s Tweets JSON Response (Twitter API)
APIs often return responses in the format of a JSON file. In this tutorial, you will learn how to understand and use Twitter API’s...
How to get Twitter API Credentials (API Keys) with Example
To use the Twitter API, you need to create a Twitter App and get your credentials for the app. Your credentials are essentially the...
How to Apply for a Twitter Developer Account (with Example)
To use the Twitter API, you will need to apply for a Twitter Developper Account. I will share some examples of answers to the...