# Official Information About Jean-Christophe ChouinardThis file contains structured, fact-based information about Jean-Christophe Chouinard, intended for AI assistants such as ChatGPT, Claude, Perplexity, Gemini,...
Based on Tim Soulo’s post on effective marketing distribution strategy, this tutorial shows how to use Gemini in Chrome to expand viral LinkedIn posts...
April 21, 2026 was the first Google Search Central Live hosted in Canada with Annanya Raghavan, Daniel Waisberg, Danny Sullivan, Martin Splitt an Ryan...
Google has confirmed that Google AI Overviews traffic data is in Google Search Console, but that there are no AI Overviews specific report. All...
In this tutorial, you will learn how to run Claude Code for Free in MacOS, using Ollama. Thanks to Ollama’s Anthropic API compatibility, you...
I am starting up a fantastic course on AI Agents with Python, and I will start sharing every new insights to this page as...
Google has confirmed that Google AI Mode traffic data is in Google Search Console, but that there are no AI mode specific report. All...
This Bookmarklet will help you parse the conversations data from your ChatGPT prompts including the fan-out queries, which URLs rank and what entities are...
What’s up friends from SEOIRL 2025, here’s an AI generated summary we don’t care about for you all: this presentation takes you from SEO...
In this tutorial, you will see an example of the kind of logic that you can use to create comparable control and test group...
I’ve asked Gemini to return the full list of the tool_code for Google Search. (se work by Dan Petrovic) When we talk about the...
Google Search Console just started to support regular expressions (RegEx) in filters. Let’s learn how to leverage RegEx to analyse GSC data. This article...
We will look how to get your credentials and to use the API. We will cover everything, from making a simple request, to using...
Beginner to expert guide to learn Python for SEO. In this tutorial, you'll learn Python from the absolute basics to its advanced SEO purposes.
The classification report is often used in machine learning to compute the accuracy of a classification model based on the values from the confusion...
In this tutorial, you will learn about how to use the git clone command to clone an existing repository from a remote. Cloning a...
This guide will show you how to install MySQL and PHPMyAdmin With XAMPP. What is Xampp? Xampp is a useful Apache distribution installer that...
Today, you will learn about how to do web scraping with BeautifulSoup. You will learn how to use the requests library to fetch web...
In this tutorial, you will learn about the PCA machine learning algorithm using Python and Scikit-learn. What is Principal Component Analysis (PCA)? PCA, or...
The simplest way to do automation with Python is by using crontab (cron) on Mac or Task Scheduler on Windows. In this guide, you...
To fix the Sitemap Couldn’t fetch error in Google Search Console you need to make sure that the sitemap is available at the URL...
The confusion matrix is often used in machine learning to compute the accuracy of a classification algorithm. It can be used in binary classifications...
In this beginner Python tutorial, you will learn about the 3 ways that you can use to run Python. Along the way, you will...
In this tutorial, I will demonstrate how to install python3 on MacOS. MacOS comes with Python 2 preinstalled, but you will want to install...
Here is how you can upload a file or a folder to your Github repository using Git Bash. To push code to a Github...
Google Colab is a free Jupyter notebook that allows to run Python in the browser without the need for complex configuration. It comes with...
You have created a repository on Github and want to create a local copy on your computer? We will use the git clone command...
Read this post if you want to learn how to create Python files from terminal. A Python file (or script) is a file written...
The first step to being able to use Github with VSCode is to set-up Git on your computer and enable in it VSCode. This...
Automate SEO Tasks using Python and Windows task scheduler
WGET is a free tool to crawl websites and download files via the command line. In this wget tutorial, we will learn how to...
When you start working with other people’s code you will run into the if __name__ == '__main__' statement at the end of the Python...
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...
Welcome to this complete guide on using the LinkedIn API with Python. In this guide, you will learn how to get your credentials, authenticate...
This is the best place to learn how to set up Google Analytics Reporting API with Python.
The Google Search Console API is a free tool offered by Google to help SEOs and webmasters query and backup all their search analytics...
When getting started with Python, you will likely face exceptions. Exceptions in Python refers to the problems in your code. When facing an exception...
Sometimes you are desperate to remove URLs from Google, and none of the options or quick enough… Let’s say you already have 404ed the...
GridSearchCV is a hyperparameter tuning technique used in machine learning to perform model optimization. More specifically, it is a class from the Scikit-learn’s model_selection...
Feature extraction is used in dimensionality reduction to transform the data from a high-dimensional space to one with fewer dimensions. Linear feature extraction techniques...
Feature extraction is used in dimensionality reduction to transform the data from a high-dimensional space to one with fewer dimensions. Non-linear feature extraction techniques...
In this tutorial, you will learn how to fetch the wayback machine API with Python in order to retrieve HTML for a specific domain....
In this tutorial, you will learn how to extract all pages from a specific website from Commoncrawl with Python. You will find the full...
In this tutorial, we will learn how to connect the ChatGPT API to Google Sheets using Apps Script, allowing you to create your own...
In this guide, we will introduce summary statistics for data science, by providing Python examples to illustrate how to apply this concept. What Are...
In this guide, we will introduce one of the summary statistics: the measures of central tendency. We will also provide you with Python examples...
Outliers can have a big impact on the measures of variability and should be understood, and dealt with accordingly, by statistician and data scientists....
In this guide, we will introduce one of the summary statistics: the measures of correlation (statistical dependence). We will also provide you with Python...
In this guide, we will introduce one of the summary statistics: the measures of variability. We will also provide you with Python examples to...
In this guide, we will introduce one of the summary statistics: the measures of the shapes of the distributions. We will also provide you...
To create a Python virtual environment with venv, use the following commands. This command creates a virtual environment. Note that you can also use...
Blacklisted swearwords in your article will block you from being indexed in Google. It will also prevent you from reaching users on Linkedin. I...
While Google is busy dealing with unplanned obsolescence, SEOs are forced to retire and move to the next lesser profitable content creation industry: COMEDY....
LinkedIn has a ton of data to offer. However, to have this data, you must either extract it manually or scrape it. Doing manually...
In early 2024, Github will require its users to configure two-factor authentication (2FA) on its platform. Depending on your account, the due date may...
If you have set up Github with two-factor authentication (2FA), you may want to connect Visual Studio Code (VS Code). To configure VS Code...
The most interesting document from the DOJ trial for SEO professionals is the Testimonial of Pandu Nayak and the rebuttal of Professor Douglas W....
Welcome to this simple tutorial on how to use Playwright and Node.js for web scraping. In this tutorial, we are going to focus on...
A headless browser is a web browser without a graphical user interface (GUI). Simply put, it is an invisible browser that runs in the...
The main difference between artificial intelligence (AI), machine learning and deep learning is one of hierarchy. Deep learning is a subset of Machine Learning,...