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:
- Understanding the fundamentals of AI and Natural Language Processing (NLP)
- Analyzing the use of ChatGPT in key industry sectors
- Implementing AI assistants into existing tools and platforms
- Developing and deploying real-world projects
- Addressing AI ethics, security, and governance
Program details
Apply ChatGPT and Artificial Intelligence across various productive sectors to optimize process performance while accounting for relevant ethical considerations.
Content
Knowledge / Cognitive and Practical Skills
- Introduction to Artificial Intelligence
- Basic concepts.
- History and evolution.
- Types of Artificial Intelligence
- Weak (narrow) AI vs. strong (general) AI.
- Supervised, unsupervised, and reinforcement learning.
- How ChatGPT Works
- Architecture and underlying structure.
- Underlying algorithms.
- Natural Language Processing (NLP)
- Techniques.
- Challenges.
- Training and fine-tuning of language models.
Management, Personal, and Social Skills
- Understanding the application of AI and ChatGPT in projects across various contexts.
- Enhancing self-learning and problem-solving skills regarding complex AI concepts.
- Identifying ethical and security risks associated with AI.
Knowledge / Cognitive and Practical Skills
- Applications of ChatGPT across different sectors:
- Healthcare / Medicine.
- Education.
- Customer service.
- Recent advances in AI and ChatGPT
- Pre-trained models.
- Transfer learning.
- GPT-4.
- The future of AI
- Trends.
- Outlook and perspectives.
- Case studies and practical projects with ChatGPT.
- Integration of ChatGPT into Bing:
- Implications of integrating AI into web browsers: benefits and challenges of incorporating AI assistants into online search platforms.
- Incorporation of ChatGPT into Microsoft products.
- Using ChatGPT in Bing: examples and demonstrations.
- Performance evaluation of ChatGPT in Bing.
- Ethical and privacy considerations in integrating ChatGPT into a web browser.
Management, Personal, and Social Skills
- Analysis and evaluation of ChatGPT implementation across various sectors and its implications.
- Decision-making in planning and executing ChatGPT-related projects.
- Open-mindedness and adaptability to constantly evolving advancements in AI and ChatGPT.
Knowledge / Cognitive and Practical Skills
- Superalignment in Superintelligence.
- Concept of Superalignment and its importance in ensuring alignment with human values and goals.
- Risks and benefits.
- Strategies for achieving superalignment.
- Current research and developments: technological and theoretical advancements by OpenAI and other organizations.
- Ethics and safety in the development of superintelligence.
- Implementing ChatGPT in Real-World Projects.
- Step-by-step guide.
- Working with ChatGPT.
- Tools.
- Plataformas.
- Optimizing ChatGPT Performance.
- Hyperparameter tuning.
- Integrating ChatGPT into Web and Mobile Applications.
Management, Personal, and Social Skills
- Identifying and designing projects that can achieve greater efficiency through the use of ChatGPT.
- Enhancing practical problem-solving skills when addressing real-world implementation challenges with ChatGPT.
- Adaptability to changing environments during technology deployment across various projects.
- Teamwork and cross-functional collaboration to achieve project milestones and goals.
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