This training action is publicly funded and completely free of charge for participants.
The call for proposals for this training plan is an initiative of the Ministry of Work and Social Economy (MTES) and the Public Employment Service (SEPE), with the State Foundation for Training in Employment (FUNDAE) responsible for its control and oversight.
Target audience:
Training program intended for self-employed workers.
Upon completion of this course, participants will be able to:
- Understand the fundamentals of Artificial Intelligence and Language Models.
- Apply ChatGPT across various productive sectors.
- Integrate and customize AI tools in real-world projects.
- Address ethical, security, and privacy challenges.
- Adapt to future trends and technological advancements.
To apply ChatGPT and Artificial Intelligence across various productive sectors to optimize performance, while taking into account relevant ethical considerations.
Content
Knowledge / Cognitive and Practical Skills
1. Introduction to Artificial Intelligence
- Core concepts and fundamentals.
- History and evolution.
2. Types of Artificial Intelligence
- Weak AI vs. Strong AI (Narrow AI vs. General AI).
- Supervised, unsupervised, and reinforcement learning.
3. How ChatGPT Works
- Model architecture.
- Underlying algorithms.
4. Natural Language Processing (NLP)
- Techniques and methodologies.
- Challenges and limitations.
5. Training and Fine-Tuning of Language Models
Management, Personal, and Social Skills
- Understanding the application of AI and ChatGPT in multi-context projects.
- Enhancing self-learning and problem-solving skills in complex AI concepts.
- Identifying ethical and security risks associated with AI.
Knowledge / Cognitive and Practical Skills
1. Applications of ChatGPT Across Different Sectors
- Healthcare / Medicine.
- Education.
- Customer Service.
2. Recent Advancements in AI and ChatGPT
- Pre-trained models.
- Transfer learning.
- GPT-4.
3. The Future of AI
- Industry trends.
- Future prospects and outlook.
4. Case Studies and Practical Projects with ChatGPT
5. Integration of ChatGPT into Bing
- Implications of AI integration in web browsers: benefits and challenges of incorporating AI assistants into online search platforms.
- Incorporation of ChatGPT across Microsoft ecosystem.
- Using ChatGPT in Bing: examples and live demonstrations.
- Performance evaluation of ChatGPT in Bing.
6. Ethical and Privacy Considerations in Web Browser AI Integration
Management, Personal, and Social Skills
- Analysis and evaluation of ChatGPT applications across various sectors and their broader implications.
- Decision-making in the planning and implementation of ChatGPT-related projects.
- Openness, growth mindset, and adaptability to constantly evolving AI and ChatGPT advancements.
Knowledge / Cognitive and Practical Skills
1. Superalignment in Superintelligence
- Concept of Superalignment and its importance in ensuring alignment with human values and goals.
- Risks and benefits.
- Strategies for achieving alignment.
- Current research and developments: technological and theoretical advancements by OpenAI and other organizations.
- Ethics and safety in the development of superintelligence.
2. Implementing ChatGPT in Real-World Projects
- Step-by-step guide.
3. Working with ChatGPT
- Tools.
- Plataformas.
4. Performance Optimization for ChatGPT
- Hyperparameter tuning.
5. Integrating ChatGPT into Web and Mobile Applications
Management, Personal, and Social Skills
- Identifying and designing projects that can maximize efficiency through the use of ChatGPT.
- Enhancing practical problem-solving skills when facing real-world implementation challenges with ChatGPT.
- Adaptability to changing environments and scenarios when deploying this technology across various projects.
- Teamwork and collaboration with project stakeholders to achieve project objectives.
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