Course Overview
- Course Title: [ES] Certificado de Explorador en Ingeniería de IA
- Instructor: Jet Drag Academy: School of AI
- Target Audience:
- Beginners in AI
- Aspiring data scientists
- Future AI product managers
- Prerequisites:
- No prior programming or AI experience required
- Basic familiarity with high school mathematics (algebra and arithmetic helpful but not mandatory)
- Ability to install software such as Python, Jupyter Notebook, and necessary libraries
- Curiosity about AI and passion for problem-solving
- Commitment to complete lessons and practical exercises
- Optional: Notebook or digital tool for notes and key formulas
Curriculum Highlights
- Key Topics Covered:
- Fundamentals of Python Programming for AI
- Data Science Fundamentals for AI
- Mathematics for Machine Learning and AI
- Probability and Statistics for Machine Learning
- Introduction to Machine Learning
- Key Skills Learned:
- Writing clean Python code for AI applications
- Data analysis and manipulation with Pandas and NumPy
- Data visualization with Matplotlib and Seaborn
- Applying probability theory and statistics to AI problem-solving
- Building and evaluating basic ML models using Scikit-learn
- Solid foundation for advancing in AI and machine learning topics
Course Format
- Duration: 13.5 hours on-demand video
- Format: Self-paced online course
- Resources:
- 5 articles
- 5 downloadable resources
- Access on mobile and TV
- Certificate of completion