Remove Apache Kafka Remove Decision Trees Remove Hadoop
article thumbnail

Streaming Machine Learning Without a Data Lake

ODSC - Open Data Science

Be sure to check out his talk, “ Apache Kafka for Real-Time Machine Learning Without a Data Lake ,” there! The combination of data streaming and machine learning (ML) enables you to build one scalable, reliable, but also simple infrastructure for all machine learning tasks using the Apache Kafka ecosystem.

article thumbnail

Big Data Syllabus: A Comprehensive Overview

Pickl AI

Some of the most notable technologies include: Hadoop An open-source framework that allows for distributed storage and processing of large datasets across clusters of computers. It is built on the Hadoop Distributed File System (HDFS) and utilises MapReduce for data processing. Once data is collected, it needs to be stored efficiently.

article thumbnail

Predicting the Future of Data Science

Pickl AI

Real-Time Data Processing The demand for real-time analytics is growing as businesses seek immediate insights to drive decision-making. Apache Kafka), organisations can now analyse vast amounts of data as it is generated. With the advent of technologies like edge computing and stream processing frameworks (e.g.,