Analytics Vidhya

SEPTEMBER 22, 2022

Dale Carnegie” Apache Kafka is a Software Framework for storing, reading, and analyzing streaming data. The Internet of Things(IoT) devices can generate a large […]. Introduction “Learning is an active process. We learn by doing. Only knowledge that is used sticks in your mind.-

Data Pipeline 270

Data Pipeline Apache Kafka Internet of Things Data Science 270

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

JULY 24, 2023

Example Python code snippet using MapReduce: Apache Spark Apache Spark is an open-source distributed computing system that provides an alternative to the MapReduce model. The MapReduce model is particularly suitable for data-intensive tasks like data cleaning, transformation, and aggregation.

Big Data 195

Big Data Big Data Data Engineering Data Engineering 195

Pickl AI

JULY 20, 2023

Following is a guide that can help you understand the types of projects and the projects involved with Python and Business Analytics. IoT (Internet of Things) Analytics Projects: IoT analytics involves processing and analyzing data from IoT devices to gain insights into device performance, usage patterns, and predictive maintenance.

Analytics 40

Analytics Analytics Big Data Big Data 40

The MLOps Blog

FEBRUARY 5, 2023

There are a number of tools that can help with streaming data collection and processing, some popular ones include: Apache Kafka : An open-source, distributed event streaming platform that can handle millions of events per second. For setting up streaming/continuous flow of data, we will be using Kafka and Zookeeper.

Machine Learning 72

Machine Learning Machine Learning Data Pipeline Apache Kafka 72

Pickl AI

JULY 29, 2024

Internet of Things (IoT) Hadoop clusters can handle the massive amounts of data generated by IoT devices, enabling real-time processing and analysis of sensor data. While there are APIs available for languages like Python and R, the core Hadoop functionalities and many tools in the ecosystem require a good understanding of Java.

Hadoop 52

Hadoop Clustering Big Data Big Data 52