History of Generative AI Tutorial
Let's explore together the captivating evolution of generative AI. From its humble beginnings in the 1950s, through the era of neural networks in the 1980s, the explosion of Big Data at the turn of the millennium, to the rise of GANs and major advancements in the 2020s.
- 5:27
- 1784 views
-
Societal Implications of Generative AI
- 5:58
- Viewed 1955 times
-
Adaptation Strategies for Organizations and Individuals
- 3:49
- Viewed 1634 times
-
What is Generative AI ?
- 2:40
- Viewed 1818 times
-
The Impact of Generative AI on Truth and Trust
- 3:16
- Viewed 1741 times
-
Image and Video Manipulation : The Impact of Deepfakes
- 1:51
- Viewed 1679 times
-
Generative AI : Between Extreme Personalization and Digital Ethics
- 2:17
- Viewed 1814 times
-
OneDrive - What is OneDrive ?
- 01:14
- Viewed 1580 times
-
Excel - Sort, filter, summarize and calculate your PivoteTable data
- 3:49
- Viewed 3815 times
-
Composing with AI : Exploring AIVA and Generative Music
- 2:04
- Viewed 2192 times
-
Societal Implications of Generative AI
- 5:58
- Viewed 1955 times
-
Deciphering AI-Assisted Marketing: Navigating Personalization, Ethics, and User Engagement in the Digital Age
- 5:34
- Viewed 1856 times
-
AI & Education : Technological Innovation Redefining Learning
- 2:23
- Viewed 1828 times
-
What is Generative AI ?
- 2:40
- Viewed 1818 times
-
Generative AI : Between Extreme Personalization and Digital Ethics
- 2:17
- Viewed 1814 times
-
Optimizing Customer Journeys with AI: A Deep Dive
- 4:39
- Viewed 1798 times
-
AI in Education : Technology and Innovation in Teacher Training
- 3:31
- Viewed 1765 times
-
The Impact of Generative AI on Truth and Trust
- 3:16
- Viewed 1741 times
-
Generative AI : Revolution, Efficiency, and Applications in the Modern World
- 1:52
- Viewed 1738 times
-
Creative Symbiosis : When Generative AI Shapes Our Future
- 3:46
- Viewed 1730 times
-
Writing with Intelligence : Exploring GPT-4's Capabilities in Generative Writing
- 2:21
- Viewed 1708 times
-
From Data to Discoveries : The Art of Innovation with Generative AI
- 4:38
- Viewed 1692 times
-
Image and Video Manipulation : The Impact of Deepfakes
- 1:51
- Viewed 1679 times
-
The Impact of AI in the World of Science
- 1:44
- Viewed 1638 times
-
Adaptation Strategies for Organizations and Individuals
- 3:49
- Viewed 1634 times
-
Generative AI Prompts : Harnessing the Power of Models
- 3:01
- Viewed 1606 times
-
The Essence of Generative AI in Artistic Creation
- 1:27
- Viewed 1601 times
-
Generative AI in Marketing : Revolutionize Your Advertising Campaigns
- 4:09
- Viewed 1598 times
-
Keys to Success, Pitfalls to Avoid, and Best Practices
- 2:29
- Viewed 1566 times
-
AI and Automated Assessment
- 4:55
- Viewed 1564 times
-
Educational Revolution : Shaping the Future of Learning with Artificial Intelligence
- 6:39
- Viewed 1550 times
-
Discovering Plugins in Chat GPT-4 : Maximizing Generative AI's Capabilities
- 2:12
- Viewed 1540 times
-
DALL·E : Turning Words into Artworks
- 1:18
- Viewed 1528 times
-
Other Wonders of AI : The Revolution in Image Creation
- 1:19
- Viewed 1520 times
-
AI in Professional and Continuing Education
- 2:26
- Viewed 1519 times
-
Exploring Innovation: Applications of Generative AI in Modern Commerce
- 3:25
- Viewed 1482 times
-
Generative AI in the Digital Space : From Ideation to Presentation
- 2:09
- Viewed 1463 times
-
AI & Education : Interactive Learning and Adaptive Assessment
- 2:55
- Viewed 1458 times
-
Midjourney : The Symbiosis of Imagination and AI
- 1:32
- Viewed 1450 times
-
Unveiling Prompts : The Evolution and Future of Human-Machine Interaction
- 2:39
- Viewed 1442 times
-
Navigating the Neural Forest : Secrets of AI Prompts
- 2:05
- Viewed 1440 times
-
Advanced Data Analysis with Chat GPT-4 : Unleashing the Power of Data Analysis
- 2:17
- Viewed 1315 times
-
Deep Dive into NVIDIA Omniverse in 3D Modeling
- 2:25
- Viewed 1135 times
-
Shaping the Educational Future : AI, Diversity, Inclusion & Innovative Case Studies
- 3:48
- Viewed 1062 times
-
Make changes to a text
- 01:05
- Viewed 279 times
-
Create an insights grid
- 01:19
- Viewed 270 times
-
Use the narrative Builder
- 01:31
- Viewed 225 times
-
Modify with Pages
- 01:20
- Viewed 198 times
-
Connect Copilot to a third party app
- 01:11
- Viewed 197 times
-
Use a Copilot Agent
- 01:24
- Viewed 195 times
-
Generate and manipulate an image in Word
- 01:19
- Viewed 191 times
-
Configurate a page with copilot
- 01:47
- Viewed 186 times
-
Microsoft Copilot Academy
- 00:42
- Viewed 185 times
-
Other Coaches
- 01:45
- Viewed 185 times
-
Share a document with copilot
- 00:36
- Viewed 184 times
-
Create Outlook rules with Copilot
- 01:12
- Viewed 183 times
-
Describe a copilot agent
- 01:32
- Viewed 180 times
-
Analyze a video
- 01:21
- Viewed 179 times
-
Generate the email for the recipient
- 00:44
- Viewed 175 times
-
Generate and manipulate an image in PowerPoint
- 01:47
- Viewed 173 times
-
Use the Copilot pane
- 01:12
- Viewed 171 times
-
Prompt coach
- 02:49
- Viewed 169 times
-
Modify, Share, and Install an Agent
- 01:43
- Viewed 165 times
-
Process text
- 01:03
- Viewed 159 times
-
Configure a Copilot Agent
- 02:39
- Viewed 156 times
-
Rewrite with Copilot
- 01:21
- Viewed 155 times
-
Agents in SharePoint
- 02:44
- Viewed 148 times
-
Install and access Copilot Studio in Teams
- 01:38
- Viewed 105 times
-
Create an agent for a team
- 01:53
- Viewed 105 times
-
Publish the agent and make it accessible
- 01:39
- Viewed 104 times
-
Create a first action
- 01:59
- Viewed 101 times
-
Access Copilot Studio
- 01:09
- Viewed 100 times
-
Create an agent with Copilot Studio
- 01:52
- Viewed 100 times
-
Add new actions
- 01:54
- Viewed 99 times
-
Distribute tasks within a team with ChatGPT
- 01:26
- Viewed 87 times
-
Manage topics
- 01:51
- Viewed 86 times
-
Organize an action plan with Copilot and Microsoft Planner
- 01:31
- Viewed 65 times
-
Structure and optimize team collaboration with Copilot
- 02:28
- Viewed 64 times
-
Project mode
- 01:31
- Viewed 60 times
-
Generate a meeting summary with ChatGPT
- 01:24
- Viewed 59 times
-
Copilot Studio agent settings
- 01:33
- Viewed 58 times
-
Manage knowledge sources
- 01:11
- Viewed 57 times
-
Copilot at the service of project reports
- 02:36
- Viewed 57 times
-
Get started with Copilot Studio
- 01:25
- Viewed 56 times
-
Develop and share a clear project follow-up with Copilot
- 02:18
- Viewed 56 times
-
Analyze the Copilot Studio agent
- 01:25
- Viewed 55 times
-
Initiate a tracking table with ChatGPT
- 01:35
- Viewed 54 times
-
Initiate a project budget tracking table with Copilot
- 02:54
- Viewed 50 times
-
Initiate a project budget tracking table with Copilot
- 02:54
- Viewed 50 times
-
Develop and share a clear project follow-up with Copilot
- 02:18
- Viewed 56 times
-
Organize an action plan with Copilot and Microsoft Planner
- 01:31
- Viewed 65 times
-
Structure and optimize team collaboration with Copilot
- 02:28
- Viewed 64 times
-
Copilot at the service of project reports
- 02:36
- Viewed 57 times
-
Initiate a tracking table with ChatGPT
- 01:35
- Viewed 54 times
-
Distribute tasks within a team with ChatGPT
- 01:26
- Viewed 87 times
-
Generate a meeting summary with ChatGPT
- 01:24
- Viewed 59 times
-
Project mode
- 01:31
- Viewed 60 times
-
Create an agent for a team
- 01:53
- Viewed 105 times
-
Install and access Copilot Studio in Teams
- 01:38
- Viewed 105 times
-
Analyze the Copilot Studio agent
- 01:25
- Viewed 55 times
-
Publish the agent and make it accessible
- 01:39
- Viewed 104 times
-
Copilot Studio agent settings
- 01:33
- Viewed 58 times
-
Add new actions
- 01:54
- Viewed 99 times
-
Create a first action
- 01:59
- Viewed 101 times
-
Manage topics
- 01:51
- Viewed 86 times
-
Manage knowledge sources
- 01:11
- Viewed 57 times
-
Create an agent with Copilot Studio
- 01:52
- Viewed 100 times
-
Access Copilot Studio
- 01:09
- Viewed 100 times
-
Get started with Copilot Studio
- 01:25
- Viewed 56 times
-
Introduction to PowerBI
- 00:60
- Viewed 170 times
-
Introduction to Microsoft Outlook
- 01:09
- Viewed 162 times
-
Introduction to Microsoft Insights
- 02:04
- Viewed 160 times
-
Introduction to Microsoft Viva
- 01:22
- Viewed 166 times
-
Introduction to Planner
- 00:56
- Viewed 174 times
-
Introduction to Microsoft Visio
- 02:07
- Viewed 162 times
-
Introduction to Microsoft Forms
- 00:52
- Viewed 167 times
-
Introducing to Microsoft Designer
- 00:28
- Viewed 228 times
-
Introduction to Sway
- 01:53
- Viewed 144 times
-
Introducing to Word
- 01:00
- Viewed 168 times
-
Introducing to SharePoint Premium
- 00:47
- Viewed 150 times
-
Create a call group
- 01:15
- Viewed 205 times
-
Use call delegation
- 01:07
- Viewed 131 times
-
Assign a delegate for your calls
- 01:08
- Viewed 203 times
-
Ring multiple devices simultaneously
- 01:36
- Viewed 139 times
-
Use the "Do Not Disturb" function for calls
- 01:28
- Viewed 129 times
-
Manage advanced call notifications
- 01:29
- Viewed 144 times
-
Configure audio settings for better sound quality
- 02:08
- Viewed 174 times
-
Block unwanted calls
- 01:24
- Viewed 141 times
-
Disable all call forwarding
- 01:09
- Viewed 145 times
-
Manage a call group in Teams
- 02:01
- Viewed 136 times
-
Update voicemail forwarding settings
- 01:21
- Viewed 133 times
-
Configure call forwarding to internal numbers
- 01:02
- Viewed 127 times
-
Set call forwarding to external numbers
- 01:03
- Viewed 152 times
-
Manage voicemail messages
- 01:55
- Viewed 191 times
-
Access voicemail via mobile and PC
- 02:03
- Viewed 208 times
-
Customize your voicemail greeting
- 02:17
- Viewed 128 times
-
Transfer calls with or without an announcement
- 01:38
- Viewed 124 times
-
Manage simultaneous calls
- 01:52
- Viewed 135 times
-
Support third-party apps during calls
- 01:53
- Viewed 163 times
-
Add participants quickly and securely
- 01:37
- Viewed 133 times
-
Configure call privacy and security settings
- 02:51
- Viewed 132 times
-
Manage calls on hold
- 01:20
- Viewed 141 times
-
Live transcription and generate summaries via AI
- 03:43
- Viewed 129 times
-
Use the interface to make and receive calls
- 01:21
- Viewed 134 times
-
Draft a Service Memo
- 02:33
- Viewed 186 times
-
Extract Invoice Data and Generate a Pivot Table
- 03:26
- Viewed 173 times
-
Formulate a Request for Pricing Conditions via Email
- 02:32
- Viewed 256 times
-
Analyze a Supply Catalog Based on Needs and Budget
- 02:41
- Viewed 221 times
-
SharePoint Page Co-Editing: Collaborate in Real Time
- 02:14
- Viewed 90 times
-
Other Coaches
- 01:45
- Viewed 185 times
-
Agents in SharePoint
- 02:44
- Viewed 148 times
-
Prompt coach
- 02:49
- Viewed 169 times
-
Modify, Share, and Install an Agent
- 01:43
- Viewed 165 times
-
Configure a Copilot Agent
- 02:39
- Viewed 156 times
-
Describe a copilot agent
- 01:32
- Viewed 180 times
-
Rewrite with Copilot
- 01:21
- Viewed 155 times
-
Analyze a video
- 01:21
- Viewed 179 times
-
Use the Copilot pane
- 01:12
- Viewed 171 times
-
Process text
- 01:03
- Viewed 159 times
-
Create an insights grid
- 01:19
- Viewed 270 times
-
Generate and manipulate an image in PowerPoint
- 01:47
- Viewed 173 times
-
Interact with a web page with Copilot
- 00:36
- Viewed 191 times
-
Create an image with Copilot
- 00:42
- Viewed 280 times
-
Summarize a PDF with Copilot
- 00:41
- Viewed 183 times
-
Analyze your documents with Copilot
- 01:15
- Viewed 181 times
-
Chat with Copilot
- 00:50
- Viewed 171 times
-
Particularities of Personal and Professional Copilot Accounts
- 00:40
- Viewed 259 times
-
Data Privacy in Copilot
- 00:43
- Viewed 185 times
-
Access Copilot
- 00:25
- Viewed 281 times
-
Use a Copilot Agent
- 01:24
- Viewed 195 times
-
Modify with Pages
- 01:20
- Viewed 198 times
-
Generate and manipulate an image in Word
- 01:19
- Viewed 191 times
-
Create Outlook rules with Copilot
- 01:12
- Viewed 183 times
-
Generate the email for the recipient
- 00:44
- Viewed 175 times
-
Action Function
- 04:18
- Viewed 142 times
-
Search Function
- 03:42
- Viewed 193 times
-
Date and Time Function
- 02:53
- Viewed 173 times
-
Logical Function
- 03:14
- Viewed 260 times
-
Text Function
- 03:25
- Viewed 202 times
-
Basic Function
- 02:35
- Viewed 165 times
-
Categories of Functions in Power FX
- 01:51
- Viewed 191 times
-
Introduction to Power Fx
- 01:09
- Viewed 164 times
-
The New Calendar
- 03:14
- Viewed 286 times
-
Sections
- 02:34
- Viewed 175 times
-
Customizing Views
- 03:25
- Viewed 169 times
-
Introduction to the New Features of Microsoft Teams
- 00:47
- Viewed 276 times
-
Guide to Using the Microsoft Authenticator App
- 01:47
- Viewed 189 times
-
Turn on Multi-Factor Authentication in the Admin Section
- 02:07
- Viewed 148 times
-
Manual Activation of Multi-Factor Authentication
- 01:40
- Viewed 103 times
-
Concept of Multi-Factor Authentication
- 01:51
- Viewed 177 times
-
Use the narrative Builder
- 01:31
- Viewed 225 times
-
Microsoft Copilot Academy
- 00:42
- Viewed 185 times
-
Connect Copilot to a third party app
- 01:11
- Viewed 197 times
-
Share a document with copilot
- 00:36
- Viewed 184 times
-
Configurate a page with copilot
- 01:47
- Viewed 186 times
-
Use Copilot with Right-Click
- 01:45
- Viewed 900 times
-
Draft a Service Memo with Copilot
- 02:21
- Viewed 203 times
-
Extract Invoice Data and Generate a Pivot Table
- 02:34
- Viewed 226 times
-
Summarize Discussions and Schedule a Meeting Slot
- 02:25
- Viewed 292 times
-
Formulate a Request for Pricing Conditions via Email
- 02:20
- Viewed 356 times
-
Analyze a Supply Catalog Based on Needs and Budget
- 02:52
- Viewed 336 times
-
Retrieve Data from a Web Page and Include it in Excel
- 04:35
- Viewed 394 times
-
Create a Desktop Flow with Power Automate from a Template
- 03:12
- Viewed 341 times
-
Understand the Specifics and Requirements of Desktop Flows
- 02:44
- Viewed 210 times
-
Dropbox: Create a SAS Exchange Between SharePoint and Another Storage Service
- 03:34
- Viewed 354 times
-
Excel: List Files from a Channel in an Excel Workbook with Power Automate
- 04:51
- Viewed 225 times
-
Excel: Link Excel Scripts and Power Automate Flows
- 03:22
- Viewed 231 times
-
SharePoint: Link Microsoft Forms and Lists in a Power Automate Flow
- 04:43
- Viewed 408 times
-
SharePoint: Automate File Movement to an Archive Library
- 05:20
- Viewed 201 times
-
Share Power Automate Flows
- 02:20
- Viewed 196 times
-
Manipulate Dynamic Content with Power FX
- 03:59
- Viewed 202 times
-
Leverage Variables with Power FX in Power Automate
- 03:28
- Viewed 186 times
-
Understand the Concept of Variables and Loops in Power Automate
- 03:55
- Viewed 199 times
-
Add Conditional “Switch” Actions in Power Automate
- 03:58
- Viewed 234 times
-
Add Conditional “IF” Actions in Power Automate
- 03:06
- Viewed 171 times
-
Create an Approval Flow with Power Automate
- 03:10
- Viewed 366 times
-
Create a Scheduled Flow with Power Automate
- 01:29
- Viewed 587 times
-
Create an Instant Flow with Power Automate
- 02:18
- Viewed 341 times
-
Create an Automated Flow with Power Automate
- 03:28
- Viewed 331 times
-
Create a Simple Flow with AI Copilot
- 04:31
- Viewed 312 times
-
Create a Flow Based on a Template with Power Automate
- 03:20
- Viewed 279 times
-
Discover the “Build Space”
- 02:26
- Viewed 196 times
-
The Power Automate Mobile App
- 01:39
- Viewed 202 times
-
Familiarize Yourself with the Different Types of Flows
- 01:37
- Viewed 197 times
-
Understand the Steps to Create a Power Automate Flow
- 01:51
- Viewed 285 times
-
Discover the Power Automate Home Interface
- 02:51
- Viewed 192 times
-
Access Power Automate for the Web
- 01:25
- Viewed 301 times
-
Understand the Benefits of Power Automate
- 01:30
- Viewed 247 times
Objectifs :
This document aims to provide a comprehensive overview of the history and evolution of generative AI, highlighting key developments, concepts, and implications for the future.
Chapitres :
-
Introduction to Generative AI
Generative AI represents a significant advancement in artificial intelligence, evolving from early concepts of machine learning to complex systems capable of creating content. This document explores the historical context and key milestones that have shaped generative AI. -
The Early Days of AI Research
In the early stages of artificial intelligence research, pioneers aimed to create machines that could simulate human thought processes. They sought to develop systems that could think, learn, and evolve rather than merely execute predefined tasks. This ambition led to fundamental questions about machine cognition, such as: - Can a machine think? - Can it learn like a child? These inquiries guided AI research for decades, laying the groundwork for future innovations. -
The Revival of Neural Networks in the 1980s
The 1980s marked a resurgence in AI, particularly with the advent of neural networks. Inspired by the human brain's structure, these networks aimed to replicate how neurons process and transmit information. Despite limited computational resources, researchers believed that this approach could lead to more advanced AI systems. Key characteristics of neural networks include: - Digital imitation of the human brain - Processing information through artificial neurons - Learning from data rather than following rigid programming rules This period initiated a revolution in AI, allowing machines to learn from experiences. -
The Impact of Big Data and Deep Learning in the 2000s
The 2000s represented a turning point for AI, driven by the explosion of the Internet and the availability of vast amounts of data. Coupled with advancements in computing power, this era saw the rise of deep learning, characterized by: - Deep neural networks with multiple layers - Enhanced capabilities for processing large datasets - Applications in voice recognition, automatic translation, and image detection AI transitioned from a research tool to a transformative technology in everyday life. -
The Emergence of Generative Adversarial Networks (GANs)
In the 2010s, Generative Adversarial Networks (GANs) emerged, allowing AI to generate creative content across various mediums. GANs operate by: - Utilizing two networks: one generates content, while the other evaluates its quality - Engaging in an iterative process to improve output Dr. Ian Goodfellow, recognized as the pioneer of GANs, introduced this concept in 2014, revolutionizing deep learning and generative AI. The creations produced by GANs, such as: - Imaginary landscapes - Unique works of art - Music compositions have sparked discussions about the nature of creativity and the role of machines in artistic expression. -
The Consolidation of Generative AI in the 2020s
The 2020s solidified the era of generative AI, with advancements in computing power, particularly through GPUs and cloud infrastructures. Notable models like GPT-3 and GPT-4 emerged, showcasing: - The ability to generate text, music, and designs with remarkable accuracy - Versatility in applications ranging from writing to programming These developments have expanded the boundaries of what AI can achieve, making it an invaluable tool for creators and researchers worldwide. -
Conclusion and Future Perspectives
Generative AI has evolved dramatically over the past few decades, transforming our interaction with technology and challenging our perceptions of creativity and innovation. As we look to the future, generative AI is poised to continue evolving, surprising us and redefining the limits of what machines can accomplish. This ongoing journey invites us to explore the fascinating world of AI and its implications for society.
FAQ :
What is generative AI?
Generative AI refers to algorithms that can create new content, such as text, images, or music, by learning from existing data. It includes technologies like Generative Adversarial Networks (GANs) and models like GPT.
How do neural networks work?
Neural networks consist of layers of interconnected nodes (neurons) that process input data. Each neuron receives information, processes it, and passes it to the next layer, allowing the network to learn from examples.
What are the applications of deep learning?
Deep learning is used in various applications, including image and speech recognition, natural language processing, and autonomous systems. It enables machines to learn from large amounts of data and improve their performance over time.
What are the ethical implications of AI?
The rise of AI raises ethical questions about creativity, authorship, and the potential impact on jobs and society. It challenges our understanding of what it means to be creative and the role of machines in our lives.
Who is Ian Goodfellow?
Ian Goodfellow is a prominent researcher in the field of AI, known for introducing Generative Adversarial Networks (GANs) in 2014. His work has significantly influenced the development of generative AI technologies.
Quelques cas d'usages :
Content Creation
Generative AI can be used by writers and marketers to create articles, social media posts, and marketing materials quickly and efficiently, allowing for more creative freedom and faster turnaround times.
Art and Design
Artists and designers can leverage GANs to generate unique artworks or design concepts, providing inspiration and new ideas that push the boundaries of traditional creativity.
Voice Recognition Systems
AI technologies, particularly deep learning models, are used in voice recognition systems to improve accuracy in understanding and processing spoken language, enhancing user experience in applications like virtual assistants.
Automated Translation
Generative AI models can facilitate real-time translation services, making communication across different languages more accessible and efficient, which is particularly useful in global business environments.
Game Development
Game developers can utilize generative AI to create dynamic and responsive game environments, characters, and narratives, enhancing player engagement and experience.
Glossaire :
Artificial Intelligence (AI)
A branch of computer science focused on creating systems capable of performing tasks that typically require human intelligence, such as learning, reasoning, and problem-solving.
Neural Networks
Computational models inspired by the human brain, consisting of interconnected nodes (neurons) that process information and learn from data.
Deep Learning
A subset of machine learning that uses neural networks with many layers (deep networks) to analyze various forms of data, enabling complex pattern recognition.
Generative Adversarial Networks (GANs)
A class of AI algorithms that generate new content by having two networks compete against each other: one creates content while the other evaluates its quality.
Big Data
Extremely large data sets that can be analyzed computationally to reveal patterns, trends, and associations, especially relating to human behavior and interactions.
GPT (Generative Pre-trained Transformer)
A type of AI model designed for natural language processing tasks, capable of generating human-like text based on the input it receives.
Ethical Questions in AI
Concerns regarding the implications of AI technologies on society, including issues of creativity, authorship, and the potential for machines to replicate human-like qualities.