Fundamentos de Inteligência Artificial e IA Generativa
Completed by Gabriel Augusto Guimarães Marques on May 5, 2025
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Badge ID: fq5KKjUOTS-uSio1Dp0vVw
About this Badge
OBJETIVOS: I - Compreender os conceitos fundamentais de Inteligência Artificial e Aprendizado de Máquina; II - Identificar aplicações práticas da IA em diversos setores; III - Reconhecer os impactos sociais, éticos e profissionais do uso de sistemas de IA; IV - Entender os fundamentos teóricos e práticos da ciência de dados; V - Manipular, visualizar e analisar conjuntos de dados utilizando ferramentas computacionais.
Learning objectives
- Utilize AI tools to enhance productivity and decision-making in real-world scenarios.
- Apply supervised and unsupervised machine learning models to solve business problems.
- Implement feature engineering and model optimization techniques using Python.
- Identify and mitigate potential biases in AI applications to ensure responsible use.
Skills learned
- Artificial Intelligence and Machine Learning (AI/ML)
- Machine Learning Algorithms
- Applied Machine Learning
- Advanced Analytics
- Random Forest Algorithm
- Complex Problem Solving
- Natural Language Processing
- Decision Tree Learning
- Human Computer Interaction
- Content Creation
- Generative AI
- Artificial Intelligence
- Predictive Modeling
- Information Privacy
- Supervised Learning
- Performance Tuning
- Python Programming
- Unsupervised Learning
- Security Awareness
- Feature Engineering
- Machine Learning
- Productivity Software
- Innovation
- Data Ethics
- Workflow Management
- Automation
- Analytics
Learning content completed
Some of the content and skills presented have been contributed by the content provider.