[LinkedIn Learning] Career Essentials in Generative AI by Microso...

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Original course: [LinkedIn Learning] Career Essentials in Generative AI by Microsoft and LinkedIn - Complete 6 Courses

[Microsoft & LinkedIn]


Career Essentials in Generative AI


Updated 1 month ago



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🌟 Overview:
Step into the future of work with generative AI! This learning path equips you with essential skills to apply generative AI in your career, covering the fundamentals of AI and its ethical implications.

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🔍 What You'll Learn:

  • Understand Generative AI Models: Gain a solid foundation in generative AI functionality and its applications.
  • Ethical Considerations: Learn the ethical challenges and responsibilities of using generative AI.
  • Impact of Generative AI: Explore how these tools are transforming industries and job roles.


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📚 Learning Path Details:
  • Total Duration: 4h 53m
  • Courses Included: 6
  • Certification: Eligible for a Professional Certificate from Microsoft.


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🎓 Courses Included:

1. What Is Generative AI?

Duration:

1h 3m

Instructor:

Pinar Seyhan Demirdag (Updated 2 months ago)
Get introduced to the basics of generative AI and its potential applications.

2. Generative AI: The Evolution of Thoughtful Online Search

Duration:

26m

Instructor:

Ashley Kennedy (Jun 2023)
Learn to differentiate between traditional search engines and the new reasoning engines powered by AI.

3. Streamlining Your Work with Microsoft Copilot

Duration:

34m

Instructor:

Nick Brazzi (Feb 2024)
Discover how Microsoft Copilot can transform your workflow beyond simple AI chatbots.

4. Learning Microsoft 365 Copilot

Duration:

34m

Instructor:

Nick Brazzi (Updated Dec 2023)
Master Microsoft's next-gen AI tool, Copilot, integrated into core productivity apps.

5. Ethics in the Age of Generative AI

Duration:

39m

Instructor:

Vilas Dhar (Updated 1 month ago)
Understand the importance of ethics in AI creation and deployment.

6. Introduction to Artificial Intelligence

Duration:

1h 34m

Instructor:

Doug Rose (Mar 2023)
Get a broad overview of the essential AI tools shaping the future.

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🏅 Earn Your Professional Certificate:
Complete all content and pass the final exam to earn a professional certificate from Microsoft, showcasing your expertise in generative AI.

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👨‍🏫 Your Instructors:

  • Pinar Seyhan Demirdag: AI Director at Cuebric | Artist | Generative AI Expert
  • Ashley Kennedy: Managing Staff Instructor at LinkedIn Learning
  • Nicholas Brazzi: LinkedIn Learning Staff Author
  • Vilas Dhar: President, Patrick J. McGovern Foundation
  • Doug Rose: AI Educator for Fortune 500 Companies

Files:

course
  • $10 ChatGPT for 1 Year & More.txt (0.2 KB)
  • Streamlining Your Work with Microsoft Copilot
    • description.html (0.8 KB)
    • 0 - Introduction
      • 1. Chat as a productivity tool.srt (1.5 KB)
      • 1. Chat as a productivity tool.mp4 (4.0 MB)
      5 - Conclusion
      • 1. Stay up to date with what AI can do for you.srt (1.6 KB)
      • 1. Stay up to date with what AI can do for you.mp4 (2.1 MB)
      3 - Considerations with Chat AI
      • 2. Disclose when using AI.srt (1.6 KB)
      • 1. Know where AI data is coming from.srt (2.7 KB)
      • 2. Disclose when using AI.mp4 (2.8 MB)
      • 1. Know where AI data is coming from.mp4 (4.0 MB)
      4 - Subscription Upgrades for Copilot
      • 1. Use Copilot Pro for individual subscribers.srt (3.1 KB)
      • 2. Use Copilot data protections for business and enterprise.srt (8.4 KB)
      • 1. Use Copilot Pro for individual subscribers.mp4 (4.7 MB)
      • 2. Use Copilot data protections for business and enterprise.mp4 (11.0 MB)
      1 - Get Started with Copilot
      • 1. Understand how chat AI works.srt (3.4 KB)
      • 2. Access the Copilot chat assistant.srt (8.8 KB)
      • 1. Understand how chat AI works.mp4 (4.3 MB)
      • 2. Access the Copilot chat assistant.mp4 (13.2 MB)
      2 - Chatting with Copilot
      • 2. Summarize information with Copilot.srt (4.6 KB)
      • 4. Solve problems with Copilot.srt (4.7 KB)
      • 1. Answer questions with Copilot.srt (6.6 KB)
      • 3. Compose text with Copilot.srt (7.1 KB)
      • 5. Use Copilot to create and analyze images.srt (7.5 KB)
      • 2. Summarize information with Copilot.mp4 (6.9 MB)
      • 4. Solve problems with Copilot.mp4 (8.8 MB)
      • 1. Answer questions with Copilot.mp4 (9.5 MB)
      • 5. Use Copilot to create and analyze images.mp4 (10.0 MB)
      • 3. Compose text with Copilot.mp4 (11.7 MB)
      Ethics in the Age of Generative AI
      • description.html (0.9 KB)
      • 0 - Introduction
        • 1. Generative AI and Ethics - the Urgency of Now.srt (1.4 KB)
        • 2. What's new.srt (2.7 KB)
        • 1. Generative AI and Ethics - the Urgency of Now.mp4 (2.6 MB)
        • 2. What's new.mp4 (3.8 MB)
        3 - Conclusion
        • 1. Setting an intention of continual questioning.srt (2.8 KB)
        • 1. Setting an intention of continual questioning.mp4 (4.2 MB)
        2 - Preparing Your Organization to address Ethics in AI
        • 4. Preparing the Board of Directors to manage risk and opportunity in AI.srt (5.5 KB)
        • 2. Preparing technology teams to make ethical decisions.srt (6.5 KB)
        • 3. Preparing C-Suite in directing responsible AI.srt (6.6 KB)
        • 1. Organizing data with ethics in mind.srt (7.8 KB)
        • 6. Communicating effectively organizationally and globally.srt (8.4 KB)
        • 5. Consulting your customers in building AI.srt (10.5 KB)
        • 4. Preparing the Board of Directors to manage risk and opportunity in AI.mp4 (8.0 MB)
        • 2. Preparing technology teams to make ethical decisions.mp4 (9.4 MB)
        • 3. Preparing C-Suite in directing responsible AI.mp4 (11.0 MB)
        • 6. Communicating effectively organizationally and globally.mp4 (12.9 MB)
        • 1. Organizing data with ethics in mind.mp4 (13.4 MB)
        • 5. Consulting your customers in building AI.mp4 (16.6 MB)
        1 - Developing the skill of ethical analysis in AI
        • 2. Understanding Vilas' ethical AI framework.srt (5.9 KB)
        • 3. Applying Vilas' framework in a real world situation.srt (7.2 KB)
        • 1. Distinguishing responsible tech from human behavior.srt (7.2 KB)
        • 2. Understanding Vilas' ethical AI framework.mp4 (9.1 MB)
        • 3. Applying Vilas' framework in a real world situation.mp4 (9.2 MB)
        • 1. Distinguishing responsible tech from human behavior.mp4 (13.2 MB)
      • GLOSSARY_Ethics_Age_of_Generative_AI.zip (26.7 KB)
      • What Is Generative AI - OneHack.us
        • description.html (0.9 KB)
        • 0 - Introduction
          • 1. Generative AI is a tool in service of humanity.srt (1.5 KB)
          • 2. What's new.srt (2.9 KB)
          • 1. Generative AI is a tool in service of humanity.mp4 (5.5 MB)
          • 2. What's new.mp4 (8.2 MB)
          2 - Main Models
          • 1. The most famous tools for Generative AI.srt (1.9 KB)
          • 5. VAE and Anomaly Detection.srt (3.5 KB)
          • 3. Text to image applications.srt (5.1 KB)
          • 2. Natural language models.srt (5.2 KB)
          • 4. Generative Adversarial Networks (GANs).srt (5.4 KB)
          • 1. The most famous tools for Generative AI.mp4 (5.2 MB)
          • 5. VAE and Anomaly Detection.mp4 (10.6 MB)
          • 2. Natural language models.mp4 (10.8 MB)
          • 3. Text to image applications.mp4 (10.8 MB)
          • 4. Generative Adversarial Networks (GANs).mp4 (15.7 MB)
          1 - What is Generative AI
          • 2. How generative AI is different than other types of AI.srt (3.1 KB)
          • 4. Creating your own content.srt (3.4 KB)
          • 1. The importance of generative AI.srt (4.9 KB)
          • 3. How generative AI works.srt (7.6 KB)
          • 4. Creating your own content.mp4 (7.5 MB)
          • 2. How generative AI is different than other types of AI.mp4 (9.7 MB)
          • 1. The importance of generative AI.mp4 (13.3 MB)
          • 3. How generative AI works.mp4 (17.9 MB)
          4 - Ethics and Responsibility
          • 2. Caution when working with Gen AI.srt (3.7 KB)
          • 1. Moral and executive skill set required to work with GenAI.srt (4.5 KB)
          • 2. Caution when working with Gen AI.mp4 (9.4 MB)
          • 1. Moral and executive skill set required to work with GenAI.mp4 (10.3 MB)
          3 - The Future of AI
          • 1. Future predictions.srt (3.8 KB)
          • 2. The future of jobs.srt (5.2 KB)
          • 1. Future predictions.mp4 (5.6 MB)
          • 2. The future of jobs.mp4 (13.0 MB)
          6 - Conclusion
          • 1. Next steps.srt (4.6 KB)
          • 1. Next steps.mp4 (9.7 MB)
          5 - Working with Generative AI
          • 2. From technical demos to professional productions.srt (6.6 KB)
          • 3. Wider adoption of generative AI.srt (7.1 KB)
          • 4. Legal frameworks and intellectual property in the age of AI.srt (7.3 KB)
          • 1. Productivity enhancements in large language models (LLMs) through APIs and real-time interactions.srt (7.5 KB)
          • 4. Legal frameworks and intellectual property in the age of AI.mp4 (15.5 MB)
          • 3. Wider adoption of generative AI.mp4 (18.9 MB)
          • 2. From technical demos to professional productions.mp4 (19.6 MB)
          • 1. Productivity enhancements in large language models (LLMs) through APIs and real-time interactions.mp4 (20.2 MB)
        • Ex_Files_What_Is_Generative_AI.zip (20.8 KB)
        • Generative AI The Evolution of Thoughtful Online Search
          • description.html (1.1 KB)
          • 0 - Introduction
            • 1. How finding and sharing information online has evolved.srt (1.5 KB)
            • 1. How finding and sharing information online has evolved.mp4 (4.7 MB)
            3 - Conclusion
            • 1. Next steps.srt (3.0 KB)
            • 1. Next steps.mp4 (8.4 MB)
            1 - Search Engines vs. Reasoning Engines
            • 4. What is the future of online search.srt (5.1 KB)
            • 1. How a search engine works.srt (5.2 KB)
            • 2. How a reasoning engine works.srt (7.6 KB)
            • 3. Comparing search engines with reasoning engines.srt (8.8 KB)
            • 4. What is the future of online search.mp4 (13.1 MB)
            • 1. How a search engine works.mp4 (14.3 MB)
            • 2. How a reasoning engine works.mp4 (17.5 MB)
            • 3. Comparing search engines with reasoning engines.mp4 (21.4 MB)
            2 - Thoughtful Search Strategies and Considerations in Reasoning Engines
            • 1. Harness the power of prompt engineering.srt (6.8 KB)
            • 2. Thoughtful search strategies and approaches.srt (9.2 KB)
            • 1. Harness the power of prompt engineering.mp4 (17.6 MB)
            • 2. Thoughtful search strategies and approaches.mp4 (22.9 MB)
          • Ex_Files_Generative_AI_Evolution_of_Online_Search.zip (74.7 KB)
          • Learning Microsoft 365 Copilot
            • description.html (1.1 KB)
            • 0 - Introduction
              • 1. Use your AI assistant in Microsoft 365.srt (1.3 KB)
              • 2. An overview of Copilot.srt (4.8 KB)
              • 1. Use your AI assistant in Microsoft 365.mp4 (3.2 MB)
              • 2. An overview of Copilot.mp4 (10.0 MB)
              1 - Working with Microsoft Copilot
              • 4. Draft e-mail messages and summarize conversations in Outlook.srt (6.4 KB)
              • 3. Create and improve presentations in PowerPoint.srt (6.5 KB)
              • 2. Analyze data in Excel.srt (7.1 KB)
              • 6. Generate or modify content in Loop Workspaces.srt (7.9 KB)
              • 7. Use Microsft 365 Chat.srt (8.3 KB)
              • 5. Get summaries of meetings and chats in Teams.srt (9.5 KB)
              • 1. Generate drafts or modify existing documents in Word.srt (9.5 KB)
              • 4. Draft e-mail messages and summarize conversations in Outlook.mp4 (8.3 MB)
              • 3. Create and improve presentations in PowerPoint.mp4 (9.2 MB)
              • 7. Use Microsft 365 Chat - OneHack.us.mp4 (9.5 MB)
              • 1. Generate drafts or modify existing documents in Word.mp4 (11.7 MB)
              • 2. Analyze data in Excel.mp4 (12.3 MB)
              • 6. Generate or modify content in Loop Workspaces.mp4 (13.2 MB)
              • 5. Get summaries of meetings and chats in Teams.mp4 (15.7 MB)
              Introduction to Artificial Intelligence
              • description.html (1.2 KB)
              • 0 - Introduction
                • 1. Why you need to know about artificial intelligence.srt (1.4 KB)
                • 1. Why you need to know about artificial intelligence.mp4 (2.7 MB)
                10 - Where to Go from Here
                • 2. Applying AI to solve problems.srt (2.7 KB)
                • 1. Using AI systems.srt (5.7 KB)
                • 2. Applying AI to solve problems.mp4 (4.7 MB)
                • 1. Using AI systems.mp4 (10.5 MB)
                7 - Fit the Algorithm
                • 2. Follow the data.srt (5.5 KB)
                • 3. Overfitting and underfitting.srt (5.8 KB)
                • 1. Select the best algorithm.srt (6.2 KB)
                • 2. Follow the data.mp4 (8.9 MB)
                • 1. Select the best algorithm.mp4 (10.8 MB)
                • 3. Overfitting and underfitting.mp4 (11.7 MB)
                8 - Artificial Neural Networks
                • 2. Weighing the connections.srt (5.5 KB)
                • 3. The activation bias.srt (5.6 KB)
                • 1. Build a neural network.srt (5.8 KB)
                • 2. Weighing the connections.mp4 (8.8 MB)
                • 3. The activation bias.mp4 (9.8 MB)
                • 1. Build a neural network.mp4 (9.9 MB)
                1 - What Is Artificial Intelligence
                • 3. Strong vs. weak AI.srt (5.6 KB)
                • 1. Define general intelligence.srt (5.8 KB)
                • 2. The general problem-solver.srt (5.8 KB)
                • 2. The general problem-solver.mp4 (8.7 MB)
                • 3. Strong vs. weak AI.mp4 (9.1 MB)
                • 1. Define general intelligence.mp4 (9.8 MB)
                9 - Improve Accuracy
                • 1. Learning from mistakes.srt (5.7 KB)
                • 2. Step through the network.srt (6.6 KB)
                • 1. Learning from mistakes.mp4 (9.6 MB)
                • 2. Step through the network.mp4 (11.1 MB)
                2 - The Rise of Machine Learning
                • 2. Artificial neural networks.srt (5.8 KB)
                • 1. Machine learning.srt (6.0 KB)
                • 2. Artificial neural networks.mp4 (8.7 MB)
                • 1. Machine learning.mp4 (10.7 MB)
                5 - Identify Patterns
                • 3. Reinforcement learning.srt (5.8 KB)
                • 1. Classify data.srt (6.1 KB)
                • 2. Cluster data.srt (6.5 KB)
                • 3. Reinforcement learning.mp4 (9.2 MB)
                • 1. Classify data.mp4 (10.1 MB)
                • 2. Cluster data.mp4 (10.4 MB)
                4 - Learn from Data
                • 1. Labeled and unlabeled data.srt (5.9 KB)
                • 2. Massive datasets.srt (6.8 KB)
                • 1. Labeled and unlabeled data.mp4 (9.2 MB)
                • 2. Massive datasets.mp4 (10.6 MB)
                3 - Common AI Systems
                • 4. The Internet of Things.srt (6.0 KB)
                • 2. Robotics.srt (6.1 KB)
                • 1. Searching for patterns in data.srt (6.4 KB)
                • 3. Natural language processing.srt (6.4 KB)
                • 3. Natural language processing.mp4 (9.7 MB)
                • 4. The Internet of Things.mp4 (10.9 MB)
                • 1. Searching for patterns in data.mp4 (11.6 MB)
                • 2. Robotics.mp4 (12.0 MB)
                6 - Machine Learning Algorithms
                • 5. Naive Bayes.srt (6.1 KB)
                • 2. K-nearest neighbor.srt (6.1 KB)
                • 1. Common algorithms.srt (6.1 KB)
                • 4. Regression.srt (6.4 KB)
                • 3. K-means clustering.srt (6.6 KB)
                • 2. K-nearest neighbor.mp4 (9.0 MB)
                • 1. Common algorithms.mp4 (10.1 MB)
                • 5. Naive Bayes.mp4 (10.2 MB)
                • 3. K-means clustering.mp4 (10.4 MB)
                • 4. Regression.mp4 (10.8 MB)
              • Glossary_IntroArtificialIntelligence.zip (41.4 KB)

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