Masterclass de Ingeniería en IA: De Cero a Héroe de la IA

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