ODSC - Open Data Science

MAY 31, 2023

Commonly used technologies for data storage are the Hadoop Distributed File System (HDFS), Amazon S3, Google Cloud Storage (GCS), or Azure Blob Storage, as well as tools like Apache Hive, Apache Spark, and TensorFlow for data processing and analytics. Consumers read the events and process the data in real-time.

Data Lakes 131

Data Lakes Machine Learning Machine Learning Apache Kafka 131

Dataconomy

SEPTEMBER 4, 2023

Diagnostic analytics: Diagnostic analytics goes a step further by analyzing historical data to determine why certain events occurred. By understanding the “why” behind past events, organizations can make informed decisions to prevent or replicate them. It seeks to identify the root causes of specific outcomes or issues.

Analytics 203

Analytics Analytics Big Data Analytics Big Data Analytics 203

IBM Journey to AI blog

SEPTEMBER 4, 2024

Apache Kafka is an open-source , distributed streaming platform that allows developers to build real-time, event-driven applications. Apache’s architecture is made up of three categories—events, producers and consumers—and it relies heavily on application programming interfaces (APIs) to function.

Apache Kafka 58

Apache Kafka Internet of Things Data Pipeline Clustering 58

IBM Journey to AI blog

MARCH 20, 2024

Amazon Web Services (AWS), Google Cloud Platform, IBM Cloud or Microsoft Azure) makes computing resources (e.g., ready-to-use software applications, virtual machines (VMs) , enterprise-grade infrastructures and development platforms) available to users over the public internet on a pay-per-usage basis. What is a public cloud?

Cloud Computing 112

Cloud Computing Internet of Things Big Data Big Data 112

IBM Journey to AI blog

JANUARY 29, 2024

Even relatively simple, everyday objects now routinely generate data on their own thanks to Internet of Things (IoT) functionality. Another important aspect of dedupe is how it helps empower a speedy and successful disaster recovery effort and minimizes the amount of data loss that can often result from such an event.

Internet of Things 120

Internet of Things Algorithm Azure Artificial Intelligence 120

IBM Journey to AI blog

AUGUST 6, 2024

Today, all leading CSPs, including Amazon Web Services (AWS Lambda), Microsoft Azure (Azure Functions) and IBM (IBM Cloud Code Engine) offer serverless platforms. In a serverless model, an event triggers app code to run. Automated serverless functions are stateless and designed to handle individual events.

Cloud Computing 45

Cloud Computing Internet of Things Big Data Big Data 45

IBM Journey to AI blog

FEBRUARY 6, 2024

Here’s a rundown of the most common cloud computing services available from the major CSPs—Amazon Web Services (AWS), Google Cloud Platform, IBM Cloud or Microsoft Azure—and other cloud services providers like VMware : Software-as-service (SaaS) is on-demand access to ready-to-use, cloud-hosted application software (e.g.,

Cloud Computing 119

Cloud Computing Big Data Big Data Internet of Things 119