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

Introduction to the Canva Training

Getting Started with Canva

• Understand the fundamentals of graphic design
• Discover Canva’s interface and core features
• Overview of the different plans (Free, Pro, Team, etc.)

First Steps with Canva

• Create and configure your account
• Introduction to the user interface
• Navigate the menus and workspace
• Organize your content: folders and subfolders
• Adjust account settings to suit your workflow
• Create a new design from a template or blank format
• Hands-on with the editor and design tools

Graphic Design Basics in Canva

• Using and customizing templates
• Managing multi-page designs
• Simple compositions with images
• Inserting and editing graphic elements
• Typography: adding, styling, and arranging text
• Adding music, interactive links, photos, and videos
• Using charts and graphs
• Advanced features: animations, backgrounds, element locking, etc.
• App integrations: YouTube, Google Maps, and more

• Download and share your designs (PDF, PNG, web link, etc.)

Creating Presentations and Icons

• Explore various presentation formats
• Design dynamic and professional presentations
• Create and customize graphic icons

Collaborating with Canva

• Invite and manage team members
• Create, share, and co-edit designs
• Organize shared files into team folders

Recommended Complementary Training

Publisher Training – Layout and Design of Professional Print Materials

It was with the pandemic knocking on our doorstep that we truly tamed remote work. Obviously, mores change and this should remain present in our lives according to many experts even when the situation has resumed its normality. In doing so, the new reality has forced us to contend with remote work software. Also, in order to facilitate meetings with our teammates, Zoom has experienced a real boom.

Zoom: What is it?

Launched in 2012, Zoom is a free software allowing to call each other by videoconference. Thus, we see our interlocutors through their camera and we can talk to them with a microphone. This facilitates exchanges since several colleagues can attend the meeting at the same time. Precisely, 100 people can be connected at the same time during with a time restriction of 40min. This is for the free version. When more time is needed, there is always the possibility of taking out a subscription which allows more people to join the conference and it can be extended to more than one day.

Even though the app has been around for about 10 years, it was with the rise of virus-forced remote work that really created a craze for using this software. In fact, at the start of 2020, we had around 10 million Zoom users daily. Currently, people who use Zoom on a daily basis are closer to 400 million. At this stage, the independent company competes with other already established companies such as Skype, Microsoft or Google.

Zoom: What are the benefits?

First of all, it goes without saying that the freeness of the software is a solid argument. There is a way to create institutional or business accounts. There are also subscriptions. But all the services are accessible free of charge for those who do not use them almost permanently.

Also, Zoom is very stable and has a multitude of tools that people often haven’t heard of. Moreover, Doussou Formation can help you at this level by allowing you to tame the full range of options offered by Zoom.

In addition, Zoom offers options for people with certain disabilities. For example, people who are hard of hearing, blind or mute. Zoom has thought of these people and offers support allowing them to use the software to its full potential.

Being able to share a link accessible to any user (subscriber or not) it only takes one person with an institutional account to have long meetings. The connection is stable and the quality of video and sound are very good. Moreover, the subscription price is very reasonable for those who consider buying the product. At $200 per year, one can have continuous access to all the features of this software.

Zoom: How can Doussou Formation help you?

From the basics to the more advanced sections, we will accompany you so that you can use Zoom at full speed. You will learn how to create your account, join or create meetings, create subgroups or set up file transfer.

“Excellent training that taught me several things about the Zoom platform that I will be able to put into practice quickly. An overview that introduced me to features I didn’t even know existed. The trainer was very professional and attentive to the expectations of the group. »

—Richard

Advanced Zoom Training : www.doussou-formation.com/formation/formation-zoom-avance/

Most Complete Zoom Training : www.doussou-formation.com/formation/cours-formation-zoom/

By email: info@doussou-formation.com

Introduction to Computer Introduction Training : Windows and Internet

Equipment

Connect the microcomputer

Central unity

The screen or monitor

The keyboard

The mouse

Getting started with Windows

Start Windows

Discover the Start menu

Open or activate a new session

Log off Windows

Discover the Windows interface

Description of the office

The My Documents directory

The workstation (Computer)

Shut down the computer

Files and directories

What is a hard drive?

What is a folder?

What is a file?

What is an extension?

The essential manipulations

User accounts

Create a User account

Open an application (launch a program)

Activate an open application

Exit an application

Description of windows

Move / modify the dimensions of a window (Desktop)

Manage menus and options for Desktop applications

Installed software: Word

Word interface

Discover the word interface

Show / hide formatting marks

Change the display mode

Entering / selecting / modifying text

Text formatting

Layout and printing

Board

Installed software: Excel

Excel interface

Filing cabinets

Travel / selections

Data entry and modification

Simple calculations

Sheets, rows and columns

Layout and printing

Graphic

Connect to the Internet
Necessary material

Choose an Internet service provider

The Web

Install a browser

Launch a browser

Discover the elements of the window

Enter the address of a site

Navigate in a page

Seeking information

Choose a search engine

Enter the keywords of a search

Do research with Google

Do research with Yahoo

Messaging

Email or Webmail software

Create an email address

Send a message

Read his messages

Reply to a message

Forward a message

Send an attachment

Open / save attachment

The format of the attachments

Save a contact in their address book

Use the address book to send a message

Delete a message