Data Science Current

Introducing The Streaming Datalake

insideBIGDATA

FEBRUARY 2, 2024

In this contributed article, Tom Scott, CEO of Streambased, outlines the path event streaming systems have taken to arrive at the point where they must adopt analytical use cases and looks at some possible futures in this area.

Analytics

Analytics Analytics Data Lakes Big Data

Kafka Stream Processing Guide 2024

Analytics Vidhya

MARCH 27, 2024

Introduction Starting with the fundamentals: What is a data stream, also referred to as an event stream or streaming data? At its heart, a data stream is a conceptual framework representing a dataset that is perpetually open-ended and expanding. Its unbounded nature comes from the constant influx of new data over time.

Analytics

Analytics Analytics Cloud Computing Big Data

Spark Data Streaming with MongoDB

Analytics Vidhya

APRIL 23, 2022

Introduction In this article, we are going to talk about data streaming with apache spark in Python with codes. We will also talk about how to persist our streaming data into MongoDB.We The post Spark Data Streaming with MongoDB appeared first on Analytics Vidhya.

Data Science

Data Science Python Analytics Analytics

Webinars

How to Optimize the Developer Experience for Monumental Impact

Generative AI Deep Dive: Advancing from Proof of Concept to Production

Understanding User Needs and Satisfying Them

Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

The Project Clinic: Assessing Project Health, Planning, and Execution

MORE WEBINARS

Performance Improvements for Stateful Pipelines in Apache Spark Structured Streaming

databricks

FEBRUARY 27, 2024

Introduction Apache Spark™ Structured Streaming is a popular open-source stream processing platform that provides scalability and fault tolerance, built on top of the S.

Data Engineering

Data Engineering Data Engineer Data Engineering Data Engineering

Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

You’ll receive a template to apply for your solution and opportunity to receive the Software Profit Streams™ book. Discover how to design and evolve profit streams over time, focusing on solution sustainability, economic sustainability, and relationship sustainability.

Python in Finance: Real Time Data Streaming within Jupyter Notebook

KDnuggets

FEBRUARY 20, 2024

Learn a modern approach to stream real-time data in Jupyter Notebook. This guide covers dynamic visualizations, a Python for quant finance use case, and Bollinger Bands analysis with live data.

Python

Latency goes subsecond in Apache Spark Structured Streaming

databricks

MAY 15, 2023

Apache Spark Structured Streaming is the leading open source stream processing platform. It is also the core technology that powers streaming on the.

Handling Streaming Data with Apache Kafka – A First Look

Analytics Vidhya

JUNE 21, 2022

Introduction When we mention BigData, one of the types of data usually talked about is the Streaming Data. Streaming Data is generated continuously, by multiple data sources say, sensors, server logs, stock prices, etc. The post Handling Streaming Data with Apache Kafka – A First Look appeared first on Analytics Vidhya.

Apache Kafka

Apache Kafka Data Science Analytics Analytics

Data Engineering for Streaming Data on GCP

Analytics Vidhya

APRIL 3, 2023

Nevertheless, setting up a streaming data pipeline to power such dashboards may […] The post Data Engineering for Streaming Data on GCP appeared first on Analytics Vidhya. Real-time dashboards such as GCP provide strong data visualization and actionable information for decision-makers.

Data Engineering

Data Engineering Data Engineer Data Engineering Data Engineering

How to Package and Price Embedded Analytics

Just by embedding analytics, application owners can charge 24% more for their product. How much value could you add? This framework explains how application enhancements can extend your product offerings. Brought to you by Logi Analytics.

Analytics

Streaming Anchor Loss: Augmenting Supervision with Temporal Significance

Machine Learning Research at Apple

MARCH 31, 2024

Streaming neural network models for fast frame-wise responses to various speech and sensory signals are widely adopted on resource-constrained platforms. Hence, increasing the learning capacity of such streaming models (i.e., by adding more parameters) to improve the predictive power may not be viable for real-world tasks.

Introduction to Spark Streaming

Analytics Vidhya

AUGUST 13, 2022

Still, we need to understand that at the enterprise level, most of the work is done in real-time, where we need skills to stream live data. […]. The post Introduction to Spark Streaming appeared first on Analytics Vidhya. Introduction We, as a learner, are in the stage of analyzing the data mostly in the CSV format.

Data Science

Data Science Analytics Analytics Data Engineering

Building a Formula 1 Streaming Data Pipeline With Kafka and Risingwave

KDnuggets

SEPTEMBER 5, 2023

Build a streaming data pipeline using Formula 1 data, Python, Kafka, RisingWave as the streaming database, and visualize all the real-time data in Grafana.

Data Pipeline

Data Pipeline Database Python Data Engineering

‘Expensive’ Streaming Services Are a Key Reason for Americans to ‘Pirate’

Hacker News

APRIL 24, 2024

This worked well, so well that more than a dozen other streaming services were launched, all with their own exclusive releases. And indeed, while most people gladly pay for streaming subscriptions, many use pirate sites and services ‘on the side’ to incidentally watch content from services they’re not already subscribed to.

Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations.

Artificial Intelligence

Netflix Case Study (EDA): Unveiling Data-Driven Strategies for Streaming

Analytics Vidhya

JUNE 1, 2023

As one of the leading streaming platforms globally, Netflix has revolutionized how we consume entertainment. Netflix’s Global Reach Netflix […] The post Netflix Case Study (EDA): Unveiling Data-Driven Strategies for Streaming appeared first on Analytics Vidhya.

EDA

EDA Data Analysis Data Analysis Analytics

German public broadcasters open source their streaming platforms

Hacker News

MAY 6, 2024

ARD and ZDF want to put the code for their streaming media libraries on a common basis. Parts of it are also to be made freely available.

YouTube dominates TV streaming in US, per Nielsen's latest report

Hacker News

FEBRUARY 21, 2024

Nielsen today released its January report on viewing usage across linear TV and streaming, which revealed that YouTube is once again the overall top streaming service in the U.S., The new data points to YouTube’s dominance in the TV streaming arena […] of viewing on television screens. Netflix, meanwhile, saw 7.9%

The Past, Present and Future of Stream Processing

Hacker News

MARCH 30, 2024

Blog about architectures, best practices and use cases for data streaming, analytics, hybrid cloud infrastructure, internet of things, crypto, and more

Internet of Things

Internet of Things Analytics Analytics

Analysing Streaming Tweets with Python and PostgreSQL

Analytics Vidhya

AUGUST 16, 2020

The post Analysing Streaming Tweets with Python and PostgreSQL appeared first on Analytics Vidhya. Introduction We are aware of the massive amounts of data being produced each day. This humungous data has lots of insights and hidden trends.

Python

Python Analytics Analytics Data Engineering

Scalable Spark Structured Streaming for REST API Destinations

databricks

MARCH 1, 2023

Spark Structured Streaming is the widely-used open source engine at the foundation of data streaming on the Databricks Lakehouse Platform. It can elegantly.

Project Lightspeed Update - Advancing Apache Spark Structured Streaming

databricks

JUNE 28, 2023

In this blog post, we will review the advancements in Spark Structured Streaming since we announced Project Lightspeed a year ago, from performance.

A Return to Blu-ray as Streaming Value Evaporates

Hacker News

MARCH 23, 2024

The SVoD market has found its ceiling as streaming services continue to chip away value for consumers, it only gets worse from here. There's no better time for a return to physical media!

Introducing Materialized Views and Streaming Tables for Databricks SQL

databricks

JUNE 27, 2023

We are thrilled to announce that materialized views and streaming tables are now publicly available in Databricks SQL on AWS and Azure. Streaming.

SQL

SQL Azure AWS

Confluent: Reusable Data Streams Are Rising C-Level IT Agendas

Adrian Bridgwater for Forbes

MARCH 19, 2024

Data stream processing helps teams filter, join and enrich data in real-time to make it more usable and valuable for sharing with downstream applications and systems.

Big Data

Big Data Big Data

Using Structured Streaming with Delta Sharing in Unity Catalog

databricks

MAY 9, 2023

We are excited to announce that support for using Structured Streaming with Delta Sharing is now generally available (GA) in Azure, AWS, and.

Azure

Azure AWS

How to Build a Streaming Semi-structured Analytics Platform on Snowflake

KDnuggets

JULY 1, 2023

Imagine if the json documents are streaming or continuously flowing from healthcare vendors then we need a robust modern architecture that can deal with such a high volume. Building a datalake for semi-structured data or json has always been challenging.

Analytics

Analytics Analytics Data Engineering Data Engineer

Efficient streaming language models with attention sinks

Hacker News

OCTOBER 2, 2023

Efficient Streaming Language Models with Attention Sinks - GitHub - mit-han-lab/streaming-llm: Efficient Streaming Language Models with Attention Sinks

Two-Thirds of U.S. Adults Would Rather Wait to Watch Movies on Streaming

Hacker News

MARCH 15, 2024

Exclusive: A new HarrisX poll finds that two-thirds of US adults would rather wait to watch a movie on streaming than go to a theater.

Creating a Music Streaming Backend Like Spotify Using MongoDB

Analytics Vidhya

NOVEMBER 2, 2022

Introduction You must have seen streaming services such as Spotify, Deezer, and Apple Music. The post Creating a Music Streaming Backend Like Spotify Using MongoDB appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon. In this article, I will […].

Data Science

Data Science Analytics Analytics Data Engineering

For processing strings, streams in C++ can be slow

Hacker News

DECEMBER 5, 2023

The C++ library has long been organized around stream classes, at least when it comes to reading and parsing strings. But streams can be surprisingly slow.

Use your Data Science Skills to Create 5 Streams of Income

KDnuggets

MARCH 14, 2023

Leverage your data science skills to create five different side streams of income.

Data Science

37c3 Live Streams

Hacker News

DECEMBER 27, 2023

Live streaming from the 37th Chaos Communication Congress

Apache Kafka: A Metaphorical Introduction to Event Streaming for Data Scientists and Data Engineers

Analytics Vidhya

NOVEMBER 2, 2020

Overview Learn about viewing data as streams of immutable events in contrast to mutable containers Understand how Apache Kafka captures real-time data through event. The post Apache Kafka: A Metaphorical Introduction to Event Streaming for Data Scientists and Data Engineers appeared first on Analytics Vidhya.

Apache Kafka

Apache Kafka Data Scientist Data Engineering Data Engineer

Spotify starts ‘disinvesting’ in France in response to new music-streaming tax

Hacker News

DECEMBER 22, 2023

Spotify is pulling support for two music festivals in protest against a controversial new tax directed at music-streaming platforms operating in France, and threatened more action will follow in the coming months.

Show HN: I made an app that helps you find where to stream movies and TV shows

Hacker News

APRIL 30, 2024

Explore international streaming options for movies & TV shows.

SSH keys stolen by stream of malicious PyPI and npm packages

Hacker News

SEPTEMBER 27, 2023

A stream of malicious npm and PyPi packages have been found stealing a wide range of sensitive data from software developers on the platforms. [.]

Streaming in Production: Collected Best Practices

databricks

DECEMBER 12, 2022

Streaming pipelines are no different in this. Releasing any data pipeline or application into a production state requires planning, testing, monitoring, and maintenance.

Data Pipeline

Higher fees, more ads: streaming cashes in by using the old tactics of cable TV

Hacker News

JANUARY 7, 2024

Like their cable predecessors, streaming companies have lured customers in with low rates and promises of a better viewing experience. Now they’re cashing in.

How to use a Machine Learning Model to Make Predictions on Streaming Data using PySpark

Analytics Vidhya

DECEMBER 11, 2019

Overview Streaming data is a thriving concept in the machine learning space Learn how to use a machine learning model (such as logistic regression). The post How to use a Machine Learning Model to Make Predictions on Streaming Data using PySpark appeared first on Analytics Vidhya.

Machine Learning

Machine Learning Machine Learning Analytics Analytics

Streaming in Production: Collected Best Practices, Part 2

databricks

JANUARY 9, 2023

In our two-part blog series titled "Streaming in Production: Collected Best Practices," this is the second article. Here we discuss the "After Deployment".

Kickstart your streaming journey on Kick.com in 10 easy steps

Dataconomy

JUNE 21, 2023

Are you one of the people that start to ask “How to stream on Kick.com” after Kick stole Twitch’s top streamers? If so, you already know a powerful new competitor has entered the competitive internet streaming market, winning over producers and viewers with its focus on original content. How to stream on Kick.com?

Streaming Data Pipelines: What Are They and How to Build One

Precisely

DECEMBER 28, 2023

The concept of streaming data was born of necessity. That’s where streaming data pipelines come into play. This article explores what streaming data pipelines are, how they work, and how to build this data pipeline architecture. What is a streaming data pipeline? How do streaming data pipelines work?

Data Pipeline

Data Pipeline Apache Kafka Big Data Big Data

Spotify Recommendation System using Pyspark and Kafka streaming

Analytics Vidhya

JUNE 23, 2021

The post Spotify Recommendation System using Pyspark and Kafka streaming appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction We all love listening to our favorite music every day.

Data Science

Data Science Analytics Analytics Data Engineering

Introducing The Streaming Datalake

Kafka Stream Processing Guide 2024

Webinars

Trending Sources

Spark Data Streaming with MongoDB

Webinars

Performance Improvements for Stateful Pipelines in Apache Spark Structured Streaming

Leading the Development of Profitable and Sustainable Products

Python in Finance: Real Time Data Streaming within Jupyter Notebook

Latency goes subsecond in Apache Spark Structured Streaming

Handling Streaming Data with Apache Kafka – A First Look

Data Engineering for Streaming Data on GCP

How to Package and Price Embedded Analytics

Streaming Anchor Loss: Augmenting Supervision with Temporal Significance

Introduction to Spark Streaming

Building a Formula 1 Streaming Data Pipeline With Kafka and Risingwave

‘Expensive’ Streaming Services Are a Key Reason for Americans to ‘Pirate’

Embedding BI: Architectural Considerations and Technical Requirements

Netflix Case Study (EDA): Unveiling Data-Driven Strategies for Streaming

German public broadcasters open source their streaming platforms

YouTube dominates TV streaming in US, per Nielsen's latest report

The Past, Present and Future of Stream Processing

Analysing Streaming Tweets with Python and PostgreSQL

Scalable Spark Structured Streaming for REST API Destinations

Project Lightspeed Update - Advancing Apache Spark Structured Streaming

A Return to Blu-ray as Streaming Value Evaporates

Introducing Materialized Views and Streaming Tables for Databricks SQL

Confluent: Reusable Data Streams Are Rising C-Level IT Agendas

Using Structured Streaming with Delta Sharing in Unity Catalog

How to Build a Streaming Semi-structured Analytics Platform on Snowflake

Efficient streaming language models with attention sinks

Two-Thirds of U.S. Adults Would Rather Wait to Watch Movies on Streaming

Creating a Music Streaming Backend Like Spotify Using MongoDB

For processing strings, streams in C++ can be slow

Use your Data Science Skills to Create 5 Streams of Income

37c3 Live Streams

Apache Kafka: A Metaphorical Introduction to Event Streaming for Data Scientists and Data Engineers

Spotify starts ‘disinvesting’ in France in response to new music-streaming tax

Show HN: I made an app that helps you find where to stream movies and TV shows

SSH keys stolen by stream of malicious PyPI and npm packages

Streaming in Production: Collected Best Practices

Higher fees, more ads: streaming cashes in by using the old tactics of cable TV

How to use a Machine Learning Model to Make Predictions on Streaming Data using PySpark

Streaming in Production: Collected Best Practices, Part 2

Kickstart your streaming journey on Kick.com in 10 easy steps

Streaming Data Pipelines: What Are They and How to Build One

Spotify Recommendation System using Pyspark and Kafka streaming

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