Machine Learning
Develop algorithms and statistical models for computer systems to improve their performance.
Machine Learning engineers create algorithms and models that allow computer systems to improve
their performance on a specific task through experience and data.
Key areas of focus:
- Supervised Learning
- Unsupervised Learning
- Reinforcement Learning
- Deep Learning
- Natural Language Processing
- Computer Vision
Required skills:
- Programming (Python, R)
- Mathematics and statistics
- Machine learning algorithms
- Deep learning frameworks (TensorFlow, PyTorch)
- Data preprocessing
- Model evaluation and deployment