Module 1 – Introduction to Python

• Overview of Python and its key applications in analytics and scientific computing
• Installing Python and choosing a development environment (IDLE, VS Code, or Jupyter)
• Getting started with the Python console and running your first scripts

Module 2 – Core Programming Concepts

• Understanding variables, data types, and type conversion
• Working with strings, numbers, and booleans
• Essential arithmetic and logical operations

Module 3 – Control Flow Essentials

• Writing conditional statements (if, elif, else)
• Using loops effectively (for, while)
• Mastering indentation and clean coding practices

Module 4 – Functions and Script Structure

• Defining and calling functions
• Passing arguments and returning values
• Organizing your code into clear, reusable blocks

Module 5 – Introduction to Object-Oriented Programming (Optional)

• Understanding objects and their role in Python
• Creating simple classes and instances

Module 6 – Working with Files

• Reading and writing text files
• Processing data line by line for real-world tasks

Module 7 – Practical Workshop

• Building a small end-to-end program combining variables, loops, and functions
• Personalized feedback and improvement tips

Introduction to the Adobe Premiere Pro Training

• Introduction to non-linear editing
• Interface: Panels and Tools
• Workspaces

Capture and Project Settings

• Standard and High Definition
• Create and edit project settings in Premiere Pro
• Adjust user preferences
• Capture video and audio
• Recording and capture settings
• Batch capture

Importing Assets into Adobe Premiere Pro

• Manage media in the Project panel
• Manage media in the Media Browser
• Overview of formats: video, audio, images
• Video, audio, image and graphic issues
• Using the Source panel
• Display and recall options

Adobe Premiere Pro Editing Basics

• Set In and Out points
• Overview of editing and sequences
• Add or remove audio/video tracks
• Create a first edit
• Basic video editing tools and markers
• Program and reference monitors
• Trim audio and video clips
• Work with the Ripple Edit tool and the Ripple Delete tool
• Three-point editing

Effects and Transitions

• Effects and Effect Controls panel
• Introduction to audio and video transitions
• Add, remove, and edit transitions
• Use the Razor tool and editing tools for transitions

Audio and Video Filters

• Basic video and audio enhancement filters
• Understanding video color correction
• Apply noise reduction for audio and video
• Basic color correction

Creating Titles

• Work with the Title window
• Titling tools: actions, properties
• Lettering styles
• Use titling templates
• Use keyframes

Add / Remove Keyframes

• Edit keyframes
• Audio tracks with the Audio Mixer panel
• Exporting

Exporting: Adobe Media Encoder

• Formats: QuickTime, H.264
• Windows Media: Adobe Encore
• Export settings for YouTube, Vimeo, Apple TV and portable media players
• Export to SD DVD or Blu-Ray

Conclusion of the Premiere Pro Training

Module 1: Introduction to Artificial Intelligence

• Overview and Q&A session (1h30)
• Definition and evolution of AI:
  • Terminology and evolution
  • From early algorithms to neural networks
  • Deep Learning and Generative AI
  • Weak, General, and Superintelligent AI
  • Examples of applications across sectors
• Factors supporting AI:
  • Algorithmic and heuristic structures
  • Hardware aspects (CPU, GPU, TPU)
  • Languages (R, Python, C++, Rust, Mojo)
  • Software and frameworks
• Introduction to Machine Learning:
  • Main model categories
  • Supervised and unsupervised learning
  • Applications and use cases
• Introduction to Deep Learning:
  • Differences from Machine Learning
  • Concepts and models
  • Applications and use cases
• Natural Language Processing features
• Overview of Generative AI:
  • Language, image, and multimodal models
  • Market applications and products
  • Example: Google Gemini
• Issues and risks:
  • Ethics and bias
  • Privacy and environmental impact
  • Risk of dystopian outcomes

Module 2: AI Demonstration

• Overview and Q&A session (1h30)
• DevOps and AI pipelines:
  • Data preprocessing
  • Training and optimization
  • Deployment
• Machine Learning in practice:
  • Demo with Scikit-Learn
  • User-friendly approach with PyCaret
  • Note: Source code via Google Colab
• Deep Learning in practice:
  • Demo with Numpy
  • Using PyTorch
  • Note: Source code via Google Colab
• Generative AI:
  • Exploring large language and multimodal models
  • Fine-tuning and autonomous agents
  • Note: Hands-on in the next module with Google Gemini

Module 3: Using Google Gemini

• Hands-on experimentation with Google Colab (3h30)
• Using the chatbox:
  • Crafting simple prompts
  • Tips for Python and other technical prompts
• Using the Python API:
  • Designing advanced prompts
  • Code optimization and unit testing
• Using Gemini Studio:
  • Fine-tuning and Retrieval-Augmented Generation
  • Building an autonomous agent
  • Experimental projects with Python and more

Follow-up training with OpenAI

OpenAI Training for Developers

Module 1: Introduction to Microsoft Planner

• Role of Planner within the Microsoft 365 ecosystem
• Access via browser, Teams, and mobile app
• Typical use cases: simple task management, team projects, routine tracking

Module 2: Creating a Plan

• Create a new plan via Planner or Teams
• Choose or create a Microsoft 365 group
• Understand the structure: buckets and tasks

Module 3: Task Management

• Create and edit a task
• Assign a task owner
• Add: due date, priority, checklist, attachments, notes
• Track progress (Not started, In progress, Completed)

Module 4: Visual Organization

• Create buckets to structure project phases
• Use color-coded labels
• Rearrange tasks via drag-and-drop in Board view

Module 5: Basic Collaboration

• Comment on tasks
• Understand automatic notifications
• Integrate Planner into Microsoft Teams (tab, simplified view)

Module 6: Guided Hands-on Practice

• Create a mini project in pairs or groups
• Apply the features covered
• Open discussion and Q&A

Module 1 – Introduction to E-commerce and Shopify

• Understand how e-commerce works (B2C, B2B, Dropshipping)
• Overview of Shopify and its ecosystem
• Create an account and complete the initial setup
• Tour of the Shopify dashboard (Shopify admin)
• Quick comparison with WordPress + WooCommerce

Module 2 – General Store Configuration

• General settings (language, currency, time zone)
• Payment configuration (Shopify Payments, PayPal, Stripe)
• Tax setup (Canada / Quebec)
• Shipping rates and delivery zones configuration
• Writing policies (returns, privacy, terms of use)

Module 3 – Product and Collection Management

• Create and edit products
• Manage variants (size, color, model)
• Organize collections (manual and automatic)
• Inventory and stock management

Module 4 – Website Design and Customization

• Select and install a theme
• Customize colors, fonts, and sections
• Create the homepage
• Manage menus and navigation
• Mobile optimization (responsive design)

Module 5 – Essential Applications

• Overview of the Shopify App Store
• Install a useful app (e.g., customer reviews or shipping)
• Manage and remove applications
• Best practices to avoid unnecessary apps

Module 6 – Visibility and Promotions Basics

• Basic SEO settings (title and description)
• Create a simple promotional code
• Connect social media accounts
• Review key statistics

Module 7 – Order Management and Performance Tracking

• Manage and process orders
• Refunds and cancellations
• Payment tracking
• Sales reports and statistics
• Analyze key performance indicators (KPIs)

Module 1 – Introduction and WPF Fundamentals

• Overview of WPF and comparison with Windows Forms
• WPF architecture: XAML, Code-Behind, Data Binding
• Creating your first WPF project in Visual Studio
• Understanding XAML and its relationship with C#
• Using core controls (Button, TextBox, Label, ListBox, etc.)
• Organizing the interface with layout containers (Grid, StackPanel, DockPanel, WrapPanel)

Module 2 – Styling and Layout

• Managing resources (Resources, ResourceDictionaries)
• Introduction to styles (Styles, Control Templates)
• Applying themes and customizing controls
• Using layouts to build flexible user interfaces
• Introduction to event handling in WPF
• Hands-on exercise: building a cohesive mini user interface

Module 3 – Data Binding and MVVM

• In-depth understanding of DataContext and Binding
• Binding modes (One-Way, Two-Way, etc.)
• Working with lists and collections (ItemsControl, ListView, DataGrid)
• Data validation and conversion (ValueConverters)
• Introduction to the MVVM pattern (Model-View-ViewModel)
• Practical case study: implementing a basic MVVM architecture

Module 4 – Practical Project and Advanced Features

• Navigation between views (UserControl, Pages, Navigation)
• Command handling (Commands, RelayCommand)
• Interacting with a database or service (simple example using Entity Framework or a mock API)
• Managing multimedia resources (images, icons)
• Best practices for structuring a WPF project
• Final workshop: developing a complete interface aligned with your C# project

Introduction to PHP Training

Learning the Basics of PHP

Why Use PHP?
Structure of a PHP Page
Embedding PHP Code in an HTML Document
Variable Types
Declaring and Using Arrays
Constants
Operators
Loops and Conditional Statements
Superglobal Variables
Retrieving Form Data
Sending Emails

Hands-on Workshop: Review of core HTML tags and styling commands, setting up a template page

Creating Functions and Using Built-in Functions

Declaring Functions
Parameters and the Return Statement
Creating Function Libraries
Built-in Functions: Examples, Organization, Documentation
Functions for Dates, Arrays, and Strings
Include and Require Functions

Hands-on Workshop: Creating custom functions and using built-in functions

Processing Form Data

Creating a Form
Retrieving Form Data
File Uploads: The $_FILES Variable and Related Functions
Sending Emails

Hands-on Workshop: Building a job application form

Interacting with Users

Retrieving and Using GET Parameters
Using Cookies to Store Information
File Uploads: The $_FILES Variable and Related Functions
Sending Emails

Hands-on Workshop: Building a job application form

phpMyAdmin

Overview of phpMyAdmin
Creating a Database with phpMyAdmin
Creating Tables and Exploring Field Types
Modifying Table Structure

Hands-on Workshop: Creating a MySQL database and tables

SQL

Selecting Records (SELECT)
Inserting Records (INSERT INTO)
Updating Records (UPDATE)
Deleting Records (DELETE)
Operators and Conditions

Hands-on Workshop: Writing basic SQL queries

Using a MySQL Database with PHP

Overview of Database Management Systems
Data Types
Connecting to a MySQL Server
Populating the Database from a Form
Inserting Data into the Database with PHP
Updating Data with PHP
Deleting Data with PHP
Securing Data Before Sending to MySQL

Hands-on Workshop: Storing job application form data in the database

Cookies & Sessions

Session Overview
Advantages and Disadvantages of Cookies and Sessions
Storing and Retrieving Session Variables
Storing and Retrieving Cookie Variables

Hands-on Workshop: Building a simple shopping cart and user interface

Working with Files

Opening and Writing Files

SQL: Advanced Concepts

Tables and Relationships
Joins: INNER, LEFT, and RIGHT JOIN

Hands-on Workshop: Writing SQL queries across multiple tables

Building a Mini CMS

CMS Concepts
Existing CMS Platforms
Introduction to Data Modeling
Creating the Public Interface
Creating the Admin Interface
User Management

Hands-on Workshop: Library management application

XML

Overview of the XML Format
Writing an XML Document
Introduction to XML

Hands-on Workshop: Creating an RSS feed and generating a sitemap for the library project

Introduction to Java Training

Establishment of the development environment
Java programming syntax

Structure of a .java file

Primitive type variable and operator

Comment and document code

The conditions in the code: if / else, ….

Comparison and logic operators

The tables

Buckles

Class method

Object-oriented programming

Goal

OOP comparison and procedural language

Class and object

Methods and attributes

Relationships between classes

Interface concept

Abstract class

Practical Workshop: Class Designs and Linking Classes

Exceptions in the Java language

Principle of an exception

Manipulate exceptions

Java input / output management

Package java.io

Operator reading / writing

Format: binary, text

Character set and encoding

Collections & Files

Presentation of the collections

Iterate on collections

Log Management: java.util.logging

Reading and writing files

Using buffers

Practical workshop: Manipulation of object collections

Java and databases

Principle of the JDBC API

Connect to a database

Retrieve data from a database

Link database data with Java objects

Insert data into the database