Understanding Deep Learning

Learning Path: Machine Learning Engineer

ML Engineers build, train, and deploy machine learning models into production systems. They sit at the intersection of software engineering and data science — making AI work reliably at scale.

Learning Path: Computer Vision Engineer

Computer Vision Engineers build systems that enable machines to interpret visual information — images, video, and real-time camera feeds. Applications span object detection, medical imaging, autonomous vehicles, facial recognition, and manufacturing quality control. The field is increasingly merging with LLMs through Vision-Language Models.

Learning Path: AI Research Scientist

AI Research Scientists advance the fundamental science of artificial intelligence — inventing new algorithms, architectures, and training techniques. They work at top tech labs (Google DeepMind, Anthropic, Meta AI, OpenAI) and universities, publishing research that shapes the entire field.