Skill: AI/ML models and technologies
Ability to design, build, test, and deploy machine learning models and systems as software applications
Related skills
Learning resources
- GAN Implementation in PyTorch
- Google Machine Learning Crash Course
- Introduction to deep learning by The Carpentries - The Carpentries
- NVIDIA Deep Learning Institute - NVIDIA
- Research Software Engineering Sheffield - Deep Learning - University of Sheffield
Tools
Methodologies
- Computer vision
- Embeddings
- Generative adversarial network (GAN)
- Generative models
- Large Language Models (LLM)
- Natural Language Processing (NLP)
- Neural Networks and Deep Learning
- Reinforcement learning
- Self-supervised learning
- Semi-supervised learning
- Supervised learning
- Transfer Learning
- Unsupervised learning