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 types
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, Google
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 in
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 an
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 this
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 account
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 to
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 virtual
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 are
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 Python
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 engine
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 (function).
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 available
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 data
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 will
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 Python
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 “document”
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 cover
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 Repository,
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 will
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 Ofitserov.
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 when
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 show
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 we
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 post,
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 Representative
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 Jing,
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 to
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? In
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 in
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 series
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 will
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 Machine
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 of
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 ranks
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 of
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 are
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? 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 a
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 and
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 word
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 points
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 the
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 response.
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 username
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 questions
Authenticate the Twitter API with Python Example (Tweepy)
In this tutorial, you will learn how to authenticate the Twitter API using Python and Tweepy. This tutorial is part of the complete guide on
Google URL Inspection API with Python
In this is tutorial, we will learn how to use Google Search Console’s URL Inspection API with Python. What is the URL Inspection API? The
Google Indexing API with Python
In this tutorial, we will learn how to use Google’s Indexing API with Python. What is the Indexing API? The indexing API is an Application
A Guide to Building a Sustainable Web
A guide to creating a sustainable website. In this tutorial, we will look at the most important changes that you can do to create an
Machine Learning for SEO
Machine learning provides a lot of opportunities for SEO professionals to add to their toolkits. In this post, we will see how SEOs can leverage
Seaborn Data Visualization with Python (with Examples)
Seaborn is a data visualization library in Python that is built on top of the Matplotlib package. It brings intuitive functions to help solve most
Web Scraping with Scrapy in Python (Crawler Example)
Do you want to build your own web crawler with Scrapy and Python? This guide will guide you through each setup to set up and
Extract Query by Page Using the Searchconsole API wrapper (Python)
In this tutorial, we will learn the query Google Search Console API using Josh Carty’s Python Wrapper. The wrapper is a very convenient way to
How to use Wikipedia API with Python (with Examples)
In this tutorial, we will use Python to extract data from the Wikipedia API. You will learn how to interact with the API using Python
Mirror a Webpage on NGrok with Python and Wget
In this post, we are going to see how to make a mirror of a web page or even your entire website with Wget and
Basic SQL Commands
Let’s look at the basic SQL commands to interact with a Database. In my previous post to help you learn SQL, we built a database
Learn SQL by Building Your First SQLite Database
In this article, I will show you the basics of SQL and build a simple SQLite database that you can play with. We are going
Simple SQLite3 Tutorial With Python
Sqlite3 is the Python library that provide access to databases of the SQL query language. In this tutorial, we will learn how to use SQLite3
