ODSC - Open Data Science

MAY 31, 2023

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.

Data Lakes 131

Data Lakes Machine Learning Machine Learning Apache Kafka 131

Data Science Dojo

JANUARY 12, 2023

Hadoop systems and data lakes are frequently mentioned together. Data is loaded into the Hadoop Distributed File System (HDFS) and stored on the many computer nodes of a Hadoop cluster in deployments based on the distributed processing architecture. It may be easily evaluated for any purpose.

Data Lakes 221

Data Lakes Data Warehouse Hadoop Machine Learning 221

Pickl AI

JULY 29, 2024

Summary: A Hadoop cluster is a collection of interconnected nodes that work together to store and process large datasets using the Hadoop framework. Introduction A Hadoop cluster is a group of interconnected computers, or nodes, that work together to store and process large datasets using the Hadoop framework.

Hadoop 52

Hadoop Clustering Big Data Big Data 52

Data Science Dojo

JULY 24, 2023

Hadoop Distributed File System (HDFS) : HDFS is a distributed file system designed to store vast amounts of data across multiple nodes in a Hadoop cluster. It supports various data processing operations, including batch processing, real-time stream processing, machine learning, and graph processing.

Big Data 195

Big Data Big Data Data Engineering Data Engineering 195

Smart Data Collective

AUGUST 26, 2021

Simply put, it involves a diverse array of tech innovations, from artificial intelligence and machine learning to the internet of things (IoT) and wireless communication networks. Hadoop has also helped considerably with weather forecasting. So, what’s behind the stellar transformation of weather technology?

Analytics 133

Analytics Analytics Big Data Analytics Big Data Analytics 133

Pickl AI

DECEMBER 2, 2024

Processing frameworks like Hadoop enable efficient data analysis across clusters. Internet of Things (IoT): Devices such as sensors, smart appliances, and wearables continuously collect and transmit data. Machine Learning Algorithms: These algorithms can identify patterns in data and make predictions based on historical trends.

Big Data 52

Big Data Big Data Data Lakes Apache Hadoop 52

Pickl AI

NOVEMBER 25, 2024

Processing frameworks like Hadoop enable efficient data analysis across clusters. Internet of Things (IoT): Devices such as sensors, smart appliances, and wearables continuously collect and transmit data. Machine Learning Algorithms: These algorithms can identify patterns in data and make predictions based on historical trends.

Big Data 52

Big Data Big Data Data Lakes Apache Hadoop 52