ChatGPT & Knowledge Management: Your Guide in 100 Lessons

سرفصل های دوره

Unleash The Power Of AI: Explore UX, NLP, Ethics, Practical Applications in Depth PLUS Case Studies & ChatGPT Models

1. Introduction to ChatGPT and Knowledge Management

1.1 Understanding ChatGPT.pdf

1. Understanding ChatGPT

2.1 Knowledge Management Foundations.pdf

2. Knowledge Management Foundations

3.1 Applications of ChatGPT.pdf

3. Applications of ChatGPT

4. Introduce Yourself To Your Fellow Students And Tell Us What You Want To Learn.html

5.1 Knowledge Management Processes.pdf

5. Knowledge Management Processes

6.1 Synergies between ChatGPT and Knowledge Management.pdf

6. Synergies between ChatGPT and Knowledge Management

7. Quiz 1.html

2. Fundamentals of Natural Language Processing (NLP)

1.1 Basics of NLP.pdf

1. Basics of NLP

2.1 Sentiment Analysis and Named Entity Recognition.pdf

2. Sentiment Analysis and Named Entity Recognition

3.1 Language Models and Transformers.pdf

3. Language Models and Transformers

4.1 NLP Challenges and Solutions.pdf

4. NLP Challenges and Solutions

5.1 Practical Applications of NLP in Chat Systems.pdf

5. Practical Applications of NLP in Chat Systems

6. Quiz 2.html

3. ChatGPT Architecture and Functionality

1. Deep Dive into ChatGPT Architecture

2. Understanding Tokenization and Embeddings

3. Fine-tuning ChatGPT Models

4. Limitations and Mitigation Strategies

5. Advancements in ChatGPT Research

6. Quiz 3.html

4. Ethical Considerations in AI Chat Systems

1. Ethics in AI and Chat Systems

2. Bias in Chat Systems

3. Transparency and Explainability

4. User Consent and Privacy

5. Regulatory Landscape for AI

6. Quiz 4.html

5. Knowledge Management Basics

1. Introduction to Knowledge Management

2. Knowledge Capture and Documentation

3. Taxonomies and Classification Systems

4. Knowledge Sharing and Collaboration

5. Assessing Knowledge Value and Quality

6. Quiz 5.html

6. Information Retrieval and Storage for Chat Systems

1. Information Retrieval Techniques

2. Knowledge Base Architecture

3. Natural Language Understanding in Retrieval

4. Scalable Storage Solutions

5. Maintenance and Updating of Knowledge Bases

6. Quiz 6.html

7. User Experience Design for Chat Interfaces

1. Principles of User Experience (UX) Design

2. Conversational Interface Design

3. Visual and Interactive Elements in Chat

4. Accessibility and Inclusive Design

5. Usability Testing for Chat Systems

6. Quiz 7.html

8. Implementing ChatGPT in Business Operations

1. Business Use Cases for ChatGPT

2. Integration with Existing Systems

3. ChatGPT in Customer Support

4. Employee Training and Assistance

5. Monitoring and Analytics for Business Insights

6. Quiz 8.html

9. Knowledge Representation and Ontologies

1. Basics of Knowledge Representation

2. Ontology Development and Management

3. Semantic Web and Linked Data

4. Ontology Alignment and Integration

5. Practical Applications of Ontologies in Chat Systems

6. Quiz 9.html

10. Data Privacy and Security in Chat Systems

1. Importance of Data Privacy in Chat Systems

2. Security Measures for Chat Interactions

3. User Authentication and Authorization

4. Compliance with Data Protection Regulations

5. Ethical Use of User Data in Chat Systems

6. Quiz 10.html

11. Content Curation and Quality Control

1. Content Curation Strategies

2. Quality Control in Knowledge Management

3. Continuous Improvement in Content Curation

4. AI-Assisted Content Curation

5. User Feedback and Adaptation

6. Quiz 11.html

12. Training and Fine-tuning ChatGPT Models

1. Overview of Model Training

2. Hyperparameter Tuning

3. Addressing Bias in Model Training

4. Transfer Learning and Model Adaptation

5. Continuous Learning Strategies

6. Quiz 12.html

13. Feedback Mechanisms for Chat System Improvement

1. Importance of User Feedback

2. Feedback Analysis Techniques

3. Iterative System Enhancement

4. Collaborative Feedback Integration

5. Communicating System Changes to Users

6. Quiz 13.html

14. Integrating ChatGPT with Knowledge Bases

1. Benefits of Knowledge Base Integration

2. Types of Knowledge Base Integration

3. Challenges in Integration and Solutions

4. Real-time Knowledge Updates

5. Case Studies on Successful Integration

6. Quiz 14.html

15. Measuring and Analyzing Chat System Performance

1. Key Performance Indicators (KPIs) for Chat Systems

2. Analytics Tools for Performance Measurement

3. User Engagement and Retention Metrics

4. AB Testing and Experimentation

5. Reporting and Communication of Results

6. Quiz 15.html

16. User Training and Support for Chat Systems

1. Importance of User Training

2. Training Strategies for Diverse User Groups

3. User Support Channels

4. Proactive User Education

5. Continuous Learning for Users

6. Quiz 16.html

17. Collaborative Knowledge Creation and Sharing

1. Collaborative Knowledge Creation Processes

2. Building a Knowledge-Sharing Culture

3. Virtual Collaboration in Knowledge Work

4. Managing Intellectual Property in Collaborative Environments

5. Case Studies on Successful Collaboration

6. Quiz 17.html

18. Continuous Learning and Adaptation in Chat Systems

1. The Importance of Continuous Learning

2. Dynamic Model Adaptation

3. User Behavior Analysis for Adaptation

4. Implementing Feedback Loops for Learning

5. Future Trends in Continuous Learning for Chat Systems

6. Quiz 18.html

19. Case Studies Successful Implementation of ChatGPT in Various Industries

1. Industry-Specific Use Cases

2. Lessons Learned from Real-world Deployments

3. Best Practices in Implementation

4. User Feedback and Impact on Implementations

5. Future Challenges and Opportunities

6. Quiz 19.html

20. Future Trends in ChatGPT and Knowledge Management

1. Emerging Technologies in Chat Systems

2. AI Ethics and Governance in the Future

3. Chat Systems in the Age of Augmented Intelligence

4. Integrating ChatGPT with Other AI Technologies

5. Continuous Learning and Professional Development

6. Quiz 20.html

21. Your Assignment Write down goals to improve your life and achieve your goals!!

1. Success requires ACTION! Drive your success with a SMART action plan today!.html

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تولید کننده: Udemy