Lyft Engineering

NOVEMBER 29, 2023

Introduction At Lyft, we have used systems like Apache ClickHouse and Apache Druid for near real-time and sub-second analytics. Sub-second query systems allow for near real-time data explorations and low latency, high throughput queries, which are particularly well-suited for handling time-series data.

Kafka 104

Kafka Data Ingestion Datasets Architecture 104

Knowledge Hut

MAY 2, 2024

As per Apache, “ Apache Spark is a unified analytics engine for large-scale data processing ” Spark is a cluster computing framework, somewhat similar to MapReduce but has a lot more capabilities, features, speed and provides APIs for developers in many languages like Scala, Python, Java and R. billion (2019 - 2022).

Scala 52

Scala Hospitality Healthcare Retail 52

Snowflake

APRIL 8, 2024

This year’s entries presented an impressively diverse set of use cases. The list of Top 10 semi-finalists is a perfect example: we have use cases for cybersecurity, gen AI, food safety, restaurant chain pricing, quantitative trading analytics, geospatial data, sales pipeline measurement, marketing tech and healthcare.

Pipeline-centric 124

Pipeline-centric Food Healthcare Unstructured Data 124

Cloudera

OCTOBER 4, 2023

Fast moving data and real time analysis present us with some amazing opportunities. Every organization has some data that happens in real time, whether it is understanding what our users are doing on our websites or watching our systems and equipment as they perform mission critical tasks for us.

Telecommunication 83

Telecommunication Data Warehouse Java Manufacturing 83

Knowledge Hut

JANUARY 11, 2024

Data scientists have been using data science techniques to solve challenging real-world issues in healthcare, agriculture, manufacturing, automotive, and many more. An excellent way to achieve this is through reading industry data science case studies. Almost every industry uses data science in some way.

Data Science 98

Data Science Transportation Hospitality Banking 98

Precisely

DECEMBER 28, 2023

More than ever, advanced analytics, ML, and AI are providing the foundation for innovation, efficiency, and profitability. Business success is based on how we use continuously changing data. A data pipeline is software that enables the smooth, automated flow of information from one point to another, virtually in real time.

Data Pipeline 91

Data Pipeline Building Kafka Big Data 91

Knowledge Hut

APRIL 25, 2024

Big data has been a concept for some time, but it has only just begun to change the corporate sector. Most businesses today understand how to gather the terabytes of data that constantly pour into their operations and utilize analytics to transform them into insightful information. What is Big Data?

Big Data 97

Big Data Entertainment Transportation Banking 97

Striim

MAY 1, 2024

UPS Capital provides customs brokerage services to navigate import/export processes, supply chain optimization tools like supply chain analytics and inventory management, and technology solutions like the UPS Capital Merchant Services platform and UPS Capital Cargo Finance platform.

Google Cloud 52

Google Cloud Insurance Finance Machine Learning 52

Precisely

APRIL 11, 2024

The mission was clear: to enable near real-time replication of mainframe and IBM i systems onto AWS, thus facilitating a seamless transition to the cloud without sacrificing operational integrity or efficiency. Solution page Precisely on Amazon Web Services (AWS) Precisely brings data integrity to the AWS cloud.

AWS 72

AWS Amazon Web Services Cloud Cloud Computing 72

Snowflake

FEBRUARY 21, 2024

We previously announced Snowflake’s Unistore workload , which continues Snowflake’s legacy of breaking down data silos by uniting transactional and analytical data in a consistent and governed platform. Hybrid Tables is a new table type that enables transactional use cases within Snowflake with fast, high-concurrency point operations.

Government 97

Government AWS Data Architect Architecture 97

Lyft Engineering

JUNE 28, 2023

On the real-time front, LyftLearn supported real-time inference and input feature validation. While several teams were using streaming data in their Machine Learning (ML) workflows, doing so was a laborious process, sometimes requiring weeks or months of engineering effort.

Machine Learning 115

Machine Learning Building Metadata Kafka 115

LinkedIn Engineering

OCTOBER 19, 2023

This robust framework empowers near real-time data processing for critical services and platforms, ranging from machine learning and notifications to anti-abuse AI modeling. In 2010, they introduced Apache Kafka , a pivotal Big Data ingestion backbone for LinkedIn’s real-time infrastructure.

Process 119

Process Lambda Architecture Kafka Machine Learning 119

The Modern Data Company

JULY 24, 2023

By chaining data products together, organizations can unlock new levels of data-driven decision-making and drive impactful use cases. Understanding Chaining Data Products Chaining data products refers to the process of integrating and interconnecting multiple data products to create a data ecosystem that supports complex use cases.

Data Lake 85

Data Lake Transportation Data Algorithm 85

Knowledge Hut

MARCH 21, 2024

It's simple to use and can handle things in real-time. AWS: Overview AWS is a platform provided by Amazon that offers a wide range of cloud computing services such as computing, analytics, storage, networking, databases, and many more. Real-time DB, Cloud Storage Database RDS, DynamoDB, etc.

AWS 52

AWS Cloud Storage NoSQL Cloud Computing 52

Knowledge Hut

APRIL 23, 2024

It involves working with datasets that can be managed using standard hardware and software without the need for complex infrastructure. Big Data vs Small Data: Velocity Big Data is often characterized by high data velocity, requiring real-time or near real-time data ingestion and processing.

Big Data 52

Big Data Datasets Data Analysis Media 52

Knowledge Hut

MARCH 19, 2024

It offers more than 170 AWS services to the developers so they can use them from anywhere when required. I will explore the top 10 AWS applications and their use cases in this blog. Why Use AWS? Several AWS apps can be used in a variety of ways. Now let us see some top AWS applications list and their use cases: 1.

AWS 52

AWS Cloud Computing Amazon Web Services Relational Database 52

LinkedIn Engineering

DECEMBER 12, 2023

Post analytics helps creators measure their post performance overall and with specific viewer demographics, so they can better understand what resonates and refine their content strategies. We wanted to better understand whether it was possible to identify members based on these analytics, based on changes in view counts from demographics.

Algorithm 77

Algorithm Metadata SQL Datasets 77

Knowledge Hut

DECEMBER 22, 2023

Microsoft developed it and combines business analytics, data visualization, and best practices. The benefits of Power BI can be best understood from the case study of Meijer Inc (an American supercenter chain). It was unable to perform ad hoc and real-time analysis efficiently. Meijer connected Power BI.

BI 98

BI Business Intelligence Machine Learning Data Cleanse 98

DoorDash Engineering

NOVEMBER 7, 2023

Figure 1: An example of a real-time push notification to prompt purchase completion. To polish the notification experience, we want to ensure that cart abandonment notifications are sent in a timely manner — but only when users truly stop adding to their carts and abandon the app.

Designing 95

Designing Coding Process Management 95

Cloudera

MARCH 26, 2024

It is more important than ever for companies to support the deployment of customer AI use cases, which is why I am excited about Cloudera’s Enterprise AI Fast Start. ” said Sanjeev Mohan, Principal, SanjMo & Former Gartner Research VP, Data & Analytics. Cloudera Machine Learning Public or Private Cloud.

Machine Learning 78

Machine Learning Banking Professional Services Architecture 78

ThoughtSpot

MARCH 5, 2024

Managing complex data pipelines is a major challenge for data-driven organizations looking to accelerate analytics initiatives. Snowflake's new dynamic tables feature redefines how BI and analytics teams approach data transformation pipelines. Now, that’s changing. What are dynamic tables? Hit ‘Continue’. Create a worksheet.

BI 94

BI Datasets Raw Data SQL 94

Striim

APRIL 22, 2024

This complexity led to significant delays in data processing, impacting their ability to make timely decisions and adversely affecting the customer experience. Such delays were untenable in a field where real-time data could mean the difference in enhancing health outcomes and operational efficiency.

Healthcare 52

Healthcare Insurance Portfolio Banking 52

Data Engineering Weekly

MARCH 24, 2024

Companies are more open to adopting Gen AI for their internal use cases but have reservations about rolling it out to their clients. MES framework evaluates model quality across various lifecycle stages—prototyping, training, deployment, and prediction—using Service Level Agreement (SLA) principles.

Data Engineering 62

Data Engineering Data Engineer Engineering Metadata 62

Knowledge Hut

APRIL 23, 2024

With the help of big data analytics, we can gain insights from large datasets and reveal previously concealed patterns, trends, and correlations. Velocity underscores the importance of real-time or near-real-time analysis, enabling organizations to make prompt decisions and secure a competitive advantage.

Big Data 52

Big Data Media Datasets Unstructured Data 52

Knowledge Hut

APRIL 25, 2024

Industries, where the application of spatial data science will expand have a wide range of verticals, including real estat e, cities and governments, management consulting, utilities, retails, telecommunication, green energy, and many more. We apply Geospatial analytics techniques to gather insights from spatial datasets.

Data Science 52

Data Science Telecommunication Transportation Big Data 52

Knowledge Hut

JANUARY 29, 2024

At the same time, Cloud Computing allows the data to be easily analyzed by the data scientists. With the help of Cloud Computing Classes , candidates can learn more about cloud computing while gaining certification at the same time. As a result, using a physical server is no longer required.

Cloud Computing 98

Cloud Computing Data Science Cloud Amazon Web Services 98

Knowledge Hut

APRIL 24, 2024

Undertaking real-life projects equips you with a deep understanding of programming languages, tools, and frameworks, preparing you to face intricate challenges and devise efficient solutions. Tools such as HTML, CSS, JavaScript, React, and Firebase are used in this project. cvtColor(image, cv2.COLOR_BGR2GRAY) findContours(thresh, cv2.RETR_TREE,

Software Engineer 52

Software Engineer Software Engineering Coding Project 52

Confluent

AUGUST 29, 2023

Apache Flink can be used for multiple stream processing use cases. Learn how developers can use Flink to build real-time applications, run analytical workloads or build real-time pipelines.

Process 69

Process Kafka Building 69

Towards Data Science

FEBRUARY 6, 2024

Then you begin researching database objects and find a couple of views, but there are some inconsistencies between them so you do not know which one to use. Accessing Operational Data I used to connect to views in transactional databases or APIs offered by operational systems to request the raw data. Does it sound familiar?

Systems 84

Systems Raw Data Metadata Data Cleanse 84

ThoughtSpot

OCTOBER 27, 2023

In this post, we show how you can leverage Amazon Aurora zero-ETL integration with Amazon Redshift and ThoughtSpot for GenAI driven near real-time operational analytics. Solution overview The use case for this solution is near real-time analytics on transaction data from Amazon Aurora.

Building 70

Building MySQL Data Warehouse SQL 70

Striim

DECEMBER 7, 2023

In the fast-paced world of healthcare, particularly in emergency rooms, the need for real-time data analytics has never been more pressing. The Urgency of Real-Time Data in Emergency Rooms Emergency rooms are the epicenters of acute healthcare services, where rapid decision-making is crucial.

Data Analytics 52

Data Analytics Healthcare Hospitality Medical 52

Knowledge Hut

NOVEMBER 19, 2023

Here, Data Science courses online can help you apply what you learn in practical exercises working with real-world datasets. There was a time when the word 'interaction' was restricted to humans. However, all the data generated and processed is of little use if not leveraged for augmenting human life. Cosmos DB in this case.

Data Science 52

Data Science Technology Machine Learning Big Data 52

ThoughtSpot

OCTOBER 27, 2023

In this post, we show how you can leverage Amazon Aurora zero-ETL integration with Amazon Redshift and ThoughtSpot for GenAI driven near real-time operational analytics. Solution overview The use case for this solution is near real-time analytics on transaction data from Amazon Aurora.

Building 69

Building MySQL Data Warehouse SQL 69

Rockset

JANUARY 30, 2024

In 2023, Rockset announced a new cloud architecture for search and analytics that separates compute-storage and compute-compute. With this architecture, users can separate ingestion compute from query compute, all while accessing the same real-time data. This is a game changer in disaggregated, real-time architectures.

Data Ingestion 64

Data Ingestion Utilities Architecture SQL 64

Snowflake

SEPTEMBER 28, 2023

With its unique blend of cultures, economies, and regulatory environments, the EMEA market offers a nuanced picture of how marketers harness data technologies to understand their audiences, calibrate campaigns in real time, and adhere to complex government and industry regulations.

Government 83

Government Data Integration Machine Learning Technology 83

Snowflake

DECEMBER 5, 2023

Engaging with partners and customers — and showcasing what’s new on the Snowflake product front — made for a dynamic time in Las Vegas. To ensure data remains protected from unintended use, Snowflake Cortex (now in private preview) gives users access to industry-leading LLMs (e.g.,

AWS 98

AWS Amazon Web Services Government Cloud Computing 98