Introduction to the R language

Introduction
What is R?
Discover the analytical aspect
The business intelligence side of R / RStudio
The areas of use of R
Discover RStudio

Getting started with the RStudio environment

Install RStudio
Configure RStudio
Use the console
Install a package
Use of aids
Discover the Markdown

The basics of the R language

The variables
The functions
Calculations
Evaluate flow conditions and controls
curls
Create custom features
Calculate the execution time
Data structure: matrix
Data structure: ts
Data structure: Date and time
Data structure: factor
Work environments

Manipulate data structures

The vectors
The lists
Matrices
DataFrames

Draw a parallel between R and a spreadsheet

Adapt in R / RStudio spreadsheet operations.
Adapt the spreadsheet functions to R / RStudio.
Import and export data (spreadsheet versus R / RStudio)
Exploit the best of both software.

Handling data with R

Importing data
Exporting data
Selection and grouping of data

Case Study: Consolidate the Basics of R Language and RStudio Software

Using tidyverse for more efficiency
Tidyverse modules: dplyr, ggplot2, tibble, readr, tidyr, purrr
Data preparation
Import (and export) datasets.
Understanding the data (Explore and visualize)
Process missing values
Process outliers.
Model: select, filter, sort, modify, add, delete.
Manipulate categorical data.
Manipulate time series.
Produce PDF, HTML, etc. reports

View data with R

Realization of graphs with R software
Customize graphs with R software
Draw maps with R software

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Introduction to Acrobat Pro Training

Acrobat Pro Overview
Acrobat tools and palettes
Work scenarios with PDF format
Edit an Acrobat document
Acrobat tools and palettes
Choice of displaying a document at the opening

Creating PDF files

Scan a document
Create a PDF file from a document (MS Word, MS Excel)
Create, edit, and organize a briefcase
Convert a briefcase file to PDF
The basic options of Adobe PDF
Add, edit text
Add images
Move / delete / edit objects
Insert headers and footers
Place a background
add, edit, delete pages
Comments and annotations

Create a form

Preparing the form database
Inserting form fields.
Properties of form fields.
Manage a default value.
Dissemination of a form

Optimization and export

Reduce the weight of a PDF.
Export a PDF to MS Word, MS Excel or MS PowerPoint

Protection and signature

Password protection
Restrict PDF modification
Sign a PDF with a digital identity
Certify a PDF file

Introduction to Illustrator Training: Preparing Assets for After Effects

• Overview of the Illustrator interface
• Managing windows and workspace panels

Creating a Project in Illustrator

• Using templates and predefined settings
• Creating a blank document
• Overview of Illustrator’s main tools

Working with Rulers, Guides, and Grids

• Customizing guides
• Effectively using guides for precise positioning

Exploring Essential Illustrator Tools

• The Pen tool
• The Brush tool
• The Blob Brush tool
• The Shape Builder tool
• The Gradient Mesh tool
• Pathfinder and shape operations
• The Text tool

Managing Layers and Preparing for Export

• Organizing layers in Illustrator
• Advanced layer manipulation
• Preparing layers for optimal use in After Effects
• Layer naming standards in Illustrator
• Export process

Introduction to After Effects Training

• Overview of After Effects’ main functionalities
• Introduction to the interface: tools, menus, and panels
• Creating and managing a new project
• Organizing the Project panel
• Saving and managing project files

Keyframe Management

• Adding and removing animation keyframes
• Adding markers to synchronize audio and animation
• Using the Motion Sketch panel to refine movements

Text Animations

• Creating point text and paragraph text
• Transforming text using layer properties
• Applying preset text animations
• Animating text through inheritance and paths
• Adding effects such as shadows and blurs
• Previewing animations via Adobe Bridge

Editing Effects

• Using multiple layers and adjustment layers
• Exploring the Effects and Presets panel
• Moving, sliding, and splitting layers
• Creating fades and transitions
• Modifying layer duration and extending animations

Shape Animations

• Creating shapes with the Pen tool
• Animating twists, zigzags, and rounded edges
• Transforming and connecting paths
• Converting text to vector shapes

Slideshows and Precompositions

• Creating animated slideshows
• Using and managing precompositions

Working with Masks

• Creating aesthetic and animated masks
• Applying blending modes to enrich compositions

Character Animation

• Using the Puppet tool for object deformation and animation
• Dynamic recording of keyframes for character animation

Effects Management

• Applying effects: Cycore, fractal noise, particle systems, and more
• Saving and reusing custom effects

Building a 3D Environment

• Manipulating the X, Y, and Z axes
• Animating dynamic cameras
• Managing lighting and light effects

Introduction to Expressions

• Creating links between effect properties
• Controlling animations over time
• Using loops and interdependencies
• Grouping and synchronizing layers

Audio Effects Management

• Adding and managing sound effects
• Using waveforms and audio frequencies

Advanced Audio Editing

• Working with Adobe Audition and After Effects
• Using markers for precise audio editing

Working with Mattes

• Creating and managing Luma and Alpha mattes
• Building visual effects through matte techniques

Rendering and Exporting

• Saving and backing up projects
• Customizing output settings
• Producing high-quality final renders

Introduction

Introducing Blender

Download / Install Blender

Presentation of the interface

Homepage

Outliner window

Properties window

Time window (timeline)

Information Bar

The universal search tool

Customize your Blender interface

Getting started

3D concept

Steps of creating a 3D scene

Navigate in the 3D view

Keyboard shortcuts

Save / Load a file in Blender

Modeling: Playing with objects
Add objects

Edit objects

Selection modes

Editing tools

Transformation tools

Introduction to modeling

Modeling tools

Convert object types

Crease tool

Curves objects

Practical Workshop: Creating New Objects in Blender

Practical workshop: Performing the basic operations on objects

Creation of materials

Modifiers overview

Modifiers (Bevel, Mirror, Array, EdgeSplit, ….)

Practical Workshop: Editing Objects Using Modifiers

Animation

Key Images

Using the DopeSheet Editor

Animation constraints

Interpolation modes

Practical Workshop: Making a Basic Animation

Practical workshop: create an animation with interpolation

Rendering

Define the right framing

Choose the right moment

Choose lighting

To take a picture

Brief Container History and Docker Overview

Containerization vs. Virtualization
Docker what is it?
Docker Architecture
Image concept
Docker Hub and Registry
Persistence and volumes
Containers and Infrastructures
Automation of Infrastructure as a Service (IaaS) Infrastructure at CaaS (Container as a Service)
CaaS solutions: Docker Compose, Docker Swarm and Kubernetes
Architecture of Kubernetes
Node, pod and container
Docker Toolbox
Provision and Configure its Docker Development Environment with the Vagrant Solution
Build and launch your Docker box with the Vagrantfile file

Start containers and build images

Docker CLI
Start your first Docker container
Start containers, expose ports, and attach volumes
Build your first Docker image: the Dockerfile file
Main Dockerfile Commands
Copy files to the Docker image
Launch JAR files from a Docker image
Docker and Maven
Docker and Gradle
Push the image into the Docker Hub

Networking and persistence storage with Docker

Docker network type: Bridge, Host, and None
Network orders, docker network
Connect a container to the network
Expose port and port mapping
Practical Workshop: Start the Payara server and expose its ports
Storage persist
Commands for Docker Volume Management
Creating / deleting a volume
Docker volume
Practical workshop: Implementation of docker volumes

Multi-container applications

Introduction to Docker Compose
Scenarios for implementation
Compose Docker File
Main Docker Commands Composed
Presentation and Architecture of Docker Swarm and Kubernetes
Cluster, Pod, Cluster, Node and Kubelet concept
Multi Container Application with Docker Compose
Docker Swarm cluster configuration

Container monitoring

Log display, docker log command
Inspect a container, inspect docker order
Stats on a container, docker stats command

Introduction to Camtasia training
Discover Camtasia
Getting started with basic functions
Use help
Create a screencast
The different types of screencast.
Manage a record.
Make a montage with video
Integrate music.
Insert subtitles and a menu.
Publish a project
Insert special effects
Add zones

Introduction to Selenium Training: Automate Functional Testing

Automation of tests
Manipulate Selenium IDE
Perform functional automated tests
Perform performance tests

Introduction to Drupal Training: the most complete training

Make Basic Configurations

Set time

Set up error pages

The rewriting of url

The search engine

The translations

Put an editor for Drupal

Text format

Intsaller a WYSIWYG

Install an editor

Practical workshop: create a text format for our editor

Learn Drupal Taxonomy

The vocabulary

Terms

Manage vocabulary

Create a content type

Practical workshop: create a particular type of content for our project

Content Management with Drupal

Manage fields for display

User right for our new content type

Create a content management role

User management

The roles

Add rights

Practical Workshop: Creating Users and Assigned Rights

Managing the display of a Drupal site

The structure of the Drupal site

The theme

The menus

The blocks

The regions

Block Management

Install a Drupal theme

Theme Management

Retouching and Style Changes

Site Administration

Manage spam

Moderate comments and users.

Expand Drupal

Adding extensions

Useful modules of Drupal

Practical workshop: installation of multiple

SEO

SEO definition

Basics of natural referencing

Drupal extension for SEO

Maintain your Drupal site

Import and export content.

Update the software.

The maintenance of the site

Backup and restoration of the site

The update of the site

Drupal theme creation

Html / css base reminder

Managing themes in Drupal

Drupal Theme System

Components of a theme

Adapt a theme (CSS, images, …)

Files of a theme

Replacement of functions

Change the behavior of a theme

Practical Workshop: Creating a Drupal Custom Theme

Using Artisteer

Download / Intsaller Artisteer

Artisteer User Interface

Define formatting

Define Columns and Content

Set the background

Set the header

Set the menu

Set the sidebar

Define navigation

Set footer

Template Export and Installation

Practical Workshop: Creating a Drupal Theme with Artisteer

Create a Drupal module

Drupal for firebug

Drupal Folder Tree 7

Organizing files of a module

The summary page

The module configuration page

Using settings for the summary page

Execute SQL queries in a module