Course Overview
- Course Title: Masterclass de Ingeniería en IA: De Cero a Héroe de la IA
- Instructor: Vivian Aranha
- Target Audience:
- Beginners in AI
- AI Enthusiasts
- Aspiring AI Engineers
- Professionals looking to enter the AI industry
- Prerequisites:
- Basic programming knowledge, preferably in Python
- Basic mathematical skills (algebra, basic statistics)
- Curiosity and enthusiasm for AI
- Access to a computer with internet connection
- Stable internet connection
- Optional: Installation of Python, Jupyter Notebook, and relevant AI libraries
Curriculum Highlights
- Key Topics Covered:
- Fundamentals of AI
- Python programming for AI
- Data preprocessing and cleaning
- Machine learning concepts
- Neural networks and deep learning
- Natural Language Processing (NLP)
- Computer vision
- AI frameworks: TensorFlow, PyTorch, Hugging Face
- Deployment of AI models
- Real-world AI projects
- Key Skills Learned:
- Creating AI models using Python, TensorFlow, and PyTorch
- Preprocessing and analyzing complex datasets
- Training, evaluating, and optimizing machine learning models
- Designing and implementing neural networks
- Applying NLP techniques
- Deploying AI models using APIs and Docker
- Monitoring AI model performance
- Solving real-world business and technical challenges with AI
- Developing end-to-end AI projects
Course Format
- Duration: 33 hours on-demand video
- Format: Self-paced online course
- Resources:
- 1 article
- 2 downloadable resources
- Access on mobile and TV
- Certificate of completion