Smart Data Collective

JUNE 10, 2022

The Bureau of Labor Statistics reports that there are over 105,000 data scientists in the United States. The average data scientist earns over $108,000 a year. In this role, you would perform batch processing or real-time processing on data that has been collected and stored. Machine Learning Engineer. Applications Architect.

Data Science 144

Data Science Data Scientist Machine Learning Machine Learning 144

Pickl AI

DECEMBER 9, 2024

These questions often focus on advanced frameworks, system architectures, and performance-tuning techniques. Apache Kafka is a distributed messaging system that handles real-time data streaming for building scalable, fault-tolerant data pipelines. What is Apache Kafka, and Why is it Used?

Big Data 52

Big Data Big Data Hadoop Apache Kafka 52

The MLOps Blog

MARCH 12, 2024

Data and workflow orchestration: Ensuring efficient data pipeline management and scalable workflows for LLM performance. Optimization: Use database optimizations like approximate nearest neighbor ( ANN ) search algorithms to balance speed and accuracy in retrieval tasks. Caption : RAG system architecture.

Database 52

Database Machine Learning Machine Learning AI 52