High Performance Computing (HPC)

RAPIDS is a GPU-accelerated suite that integrates with Python to dramatically speed up data science workflows through parallel processing.

Whisper AI is a speech recognition technology that transcribes spoken language into written text using AI.

Advanced AI techniques like deep learning and sequence modeling enhance healthcare diagnostics and patient care, necessitating ethical considerations for responsible usage.

Visualization blends art and science to transform complex data into intuitive visual stories, requiring both theoretical knowledge and practical tool proficiency.

Classical machine learning methods like decision trees, SVMs, and linear regression excel with structured data but require manual feature engineering.

Python is a premier language in data science, excelling in mathematics, statistics, machine learning, data visualization, and scientific computing.