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.

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

Pickl AI

JUNE 8, 2025

Explosion of Internet of Things (IoT) Data The proliferation of IoT devices is generating unprecedented volumes of real-time data. Analysts predict over 27 billion IoT devices worldwide by 2025, nearly doubling the count from 2021. This trend is particularly impactful in industries requiring rapid, data-driven decision-making.

Data Science 52

Data Science Augmented Analytics Machine Learning Machine Learning 52

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. Data processing frameworks, such as Apache Hadoop and Apache Spark, are essential for managing and analysing large datasets.

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. Data processing frameworks, such as Apache Hadoop and Apache Spark, are essential for managing and analysing large datasets.

Big Data 52

Big Data Big Data Data Lakes Apache Hadoop 52

Pickl AI

JULY 30, 2024

ETL (Extract, Transform, Load) Processes Apache NiFi can streamline ETL processes by extracting data from multiple sources, transforming it into the desired format, and loading it into target systems such as data warehouses or databases. Its visual interface allows users to design complex ETL workflows with ease.

ETL 52

ETL Data Lakes Big Data Big Data 52

Pickl AI

JULY 20, 2023

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