Data Science Job Market Trends
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AI Ethics
The field of study that deals with the moral implications and responsibilities of artificial intelligence. It focuses on ensuring AI systems are designed and used in ways that adhere to ethical standards and benefit society.
Scale AI
A company that provides data annotation services for machine learning models, specializing in image, text, and video datasets. Their platform enables organizations to efficiently and accurately label data for AI model training.
LlamaIndex
A suite of tools and models for working with LLMs, offering capabilities for fine-tuning, querying, and managing large language models.
Streamlit
An open-source app framework for Machine Learning and Data Science projects. It allows users to turn data scripts into shareable web apps in an easy and efficient manner.
FastAPI
FastAPI is a modern, high-performance web framework for building APIs with Python. It is designed to be easy to use and fast, leveraging Python's type hints to provide automatic validation and documentation of API endpoints.
Data Lakehouse
A data architecture combining features of data lakes and data warehouses to support both analytical and transactional workloads. Allows for efficient multi-modal data processing and storage with unified governance.
Vector Database
A database optimized for handling vector data, often used in applications like machine learning and spatial data analysis.
AI Training
The process of teaching an artificial intelligence model to perform specific tasks by feeding it data and adjusting its parameters.
Artificial Intelligence Engineer
Develops and implements AI models and algorithms to solve complex problems and improve decision-making processes. Essential for advancing automation and technology-driven solutions in various industries.