KDnuggets

SEPTEMBER 11, 2024

Learn how to create a data science pipeline with a complete structure.

Data Science 120

Data Science Data Ingestion Process Data 120

databricks

DECEMBER 10, 2024

Data engineering teams are frequently tasked with building bespoke ingestion solutions for myriad custom, proprietary, or industry-specific data sources. Many teams find that.

Data Ingestion 105

Data Ingestion Python Data Data Engineering 105

Analytics Vidhya

MARCH 7, 2023

Introduction Apache Flume is a tool/service/data ingestion mechanism for gathering, aggregating, and delivering huge amounts of streaming data from diverse sources, such as log files, events, and so on, to centralized data storage. Flume is a tool that is very dependable, distributed, and customizable.

Data Ingestion 223

Data Ingestion Data Storage Hadoop Data 223

Confluent

JANUARY 22, 2024

The new fully managed BigQuery Sink V2 connector for Confluent Cloud offers streamlined data ingestion and cost-efficiency. Learn about the Google-recommended Storage Write API and OAuth 2.0 support.

Data Ingestion 78

Data Ingestion Cloud Management Data 78

Hevo

APRIL 26, 2024

To accommodate lengthy processes on such data, companies turn toward Data Pipelines which tend to automate the work of extracting data, transforming it and storing it in the desired location. In the working of such pipelines, Data Ingestion acts as the […]

Data Ingestion 52

Data Ingestion Data Pipeline Data Management 52

Striim

NOVEMBER 13, 2023

Introduction In the fast-evolving world of data integration, Striim’s collaboration with Snowflake stands as a beacon of innovation and efficiency. Striim’s integration with Snowpipe Streaming represents a significant advancement in real-time data ingestion into Snowflake.

Data Ingestion 59

Data Ingestion Utilities Data Integration Data 59

Monte Carlo

MAY 28, 2024

A data ingestion architecture is the technical blueprint that ensures that every pulse of your organization’s data ecosystem brings critical information to where it’s needed most. A typical data ingestion flow. Popular Data Ingestion Tools Choosing the right ingestion technology is key to a successful architecture.

Data Ingestion 52

Data Ingestion Architecture Designing Hadoop 52

databricks

MARCH 29, 2024

Overview In the competitive world of professional hockey, NHL teams are always seeking to optimize their performance. Advanced analytics has become increasingly important.

Data Ingestion 111

Data Ingestion Management Data Entertainment 111

Analytics Vidhya

FEBRUARY 20, 2023

Introduction Azure data factory (ADF) is a cloud-based data ingestion and ETL (Extract, Transform, Load) tool. The data-driven workflow in ADF orchestrates and automates data movement and data transformation.

Data Ingestion 188

Data Ingestion Data Cloud Cloud Computing 188

Monte Carlo

FEBRUARY 20, 2024

At the heart of every data-driven decision is a deceptively simple question: How do you get the right data to the right place at the right time? The growing field of data ingestion tools offers a range of answers, each with implications to ponder. Fivetran Image courtesy of Fivetran.

Data Ingestion 52

Data Ingestion Google Cloud Kafka AWS 52

Snowflake

MARCH 2, 2023

This solution is both scalable and reliable, as we have been able to effortlessly ingest upwards of 1GB/s throughput.” Rather than streaming data from source into cloud object stores then copying it to Snowflake, data is ingested directly into a Snowflake table to reduce architectural complexity and reduce end-to-end latency.

Kafka 134

Kafka Data Ingestion Data Pipeline Cloud Storage 134

DataKitchen

NOVEMBER 5, 2024

You have typical data ingestion layer challenges in the bronze layer: lack of sufficient rows, delays, changes in schema, or more detailed structural/quality problems in the data. Data missing or incomplete at various stages is another critical quality issue in the Medallion architecture.

Architecture 78

Architecture Raw Data Pipeline-centric Data Ingestion 78

Rockset

MARCH 1, 2023

When you deconstruct the core database architecture, deep in the heart of it you will find a single component that is performing two distinct competing functions: real-time data ingestion and query serving. When data ingestion has a flash flood moment, your queries will slow down or time out making your application flaky.

Data Ingestion 144

Data Ingestion Database Architecture SQL 144

KDnuggets

JULY 29, 2024

Learn to build the end-to-end data science pipelines from data ingestion to data visualization using Pandas pipe method.

Data Science 148

Data Science Building Data Ingestion Data 148

Cloudera

DECEMBER 4, 2024

For more than a decade, Cloudera has been an ardent supporter and committee member of Apache NiFi, long recognizing its power and versatility for data ingestion, transformation, and delivery.

Data Pipeline 93

Data Pipeline Data Ingestion Data Preparation Architecture 93

Rockset

MAY 3, 2023

lower latency than Elasticsearch for streaming data ingestion. We’ll also delve under the hood of the two databases to better understand why their performance differs when it comes to search and analytics on high-velocity data streams. Why measure streaming data ingestion? Rockset was able to achieve up to 2.5x

Data Ingestion 59

Data Ingestion Kafka Database Architecture 59

Snowflake

JUNE 13, 2024

But at Snowflake, we’re committed to making the first step the easiest — with seamless, cost-effective data ingestion to help bring your workloads into the AI Data Cloud with ease. Like any first step, data ingestion is a critical foundational block. Ingestion with Snowflake should feel like a breeze.

Data Ingestion 104

Data Ingestion MySQL PostgreSQL Data Pipeline 104

databricks

MAY 23, 2024

We're excited to announce native support in Databricks for ingesting XML data. XML is a popular file format for representing complex data.

Data Ingestion 52

Data Ingestion Data 52

Hevo

APRIL 19, 2024

A fundamental requirement for any data-driven organization is to have a streamlined data delivery mechanism. With organizations collecting data at a rate like never before, devising data pipelines for adequate flow of information for analytics and Machine Learning tasks becomes crucial for businesses.

Data Ingestion 52

Data Ingestion Machine Learning Data Pipeline Data 52

Cloudyard

NOVEMBER 12, 2024

This approach not only minimizes costs but also maximizes efficiency by performing essential operations only when new data is available. This use case will walk through the setup of a Snowflake task called LOAD_ORDER_DATA, which performs automated data ingestion and validation.

Data Ingestion 52

Data Ingestion Cloud Process Building 52

Data Engineering Weekly

MARCH 5, 2025

While the Iceberg itself simplifies some aspects of data management, the surrounding ecosystem introduces new challenges: Small File Problem (Revisited): Like Hadoop, Iceberg can suffer from small file problems. Data ingestion tools often create numerous small files, which can degrade performance during query execution.

Hadoop 57

Hadoop Metadata Data Ingestion Data Governance 57

KDnuggets

SEPTEMBER 1, 2023

This article describes a large-scale data warehousing use case to provide reference for data engineers who are looking for log analytic solutions. It introduces the log processing architecture and real-case practice in data ingestion, storage, and queries.

Data Ingestion 139

Data Ingestion Data Engineering Data Engineer Architecture 139

Hevo

JULY 17, 2024

Every data-centric organization uses a data lake, warehouse, or both data architectures to meet its data needs. Data Lakes bring flexibility and accessibility, whereas warehouses bring structure and performance to the data architecture.

Data Ingestion 52

Data Ingestion Data Lake Data Architecture Architecture 52

Data Engineering Weekly

JANUARY 8, 2025

Apache Hudi's unique differentiators, such as its ability to handle complex data operations asynchronously, set it apart. For example, Hudi excels in scenarios requiring large-scale data ingestion with transactional guarantees, a feature critical for the finance, healthcare, and retail industries.

Data Lake 62

Data Lake Datasets Retail Data Ingestion 62

Team Data Science

JUNE 6, 2020

Welcome back to this Toronto Specific data engineering project. We left off last time concluding finance has the largest demand for data engineers who have skills with AWS, and sketched out what our data ingestion pipeline will look like. I began building out the data ingestion pipeline by launching an EC2 instance.

Project 130

Project Management Data Ingestion AWS 130

Cloudyard

DECEMBER 18, 2024

Handling feed files in data pipelines is a critical task for many organizations. These files, often stored in stages such as Amazon S3 or Snowflake internal stages, are the backbone of data ingestion workflows. Without a proper archival strategy, these files can clutter staging areas, leading to operational challenges.

Retail 52

Retail Data Ingestion AWS Data Pipeline 52

Team Data Science

MAY 10, 2020

I can now begin drafting my data ingestion/ streaming pipeline without being overwhelmed. With careful consideration and learning about your market, the choices you need to make become narrower and more clear.

Data Pipeline 130

Data Pipeline Data Ingestion AWS Kafka 130

Snowflake

MARCH 31, 2025

A set of CPU- and GPU-specific images, pre-installed with the latest and most popular libraries and frameworks (PyTorch, XGBoost, LightGBM, scikit-learn and many more ) supporting ML development, so data scientists can simply spin up a Snowflake Notebook and dive right into their work.

Healthcare 82

Healthcare Medical Government Food 82

KDnuggets

APRIL 29, 2022

Top-rated data science tracks consist of multiple project-based courses covering all aspects of data. It includes an introduction to Python/R, data ingestion & manipulation, data visualization, machine learning, and reporting.

Data Science 112

Data Science Data Ingestion Machine Learning Python 112

Data Engineering Podcast

NOVEMBER 20, 2022

report having current investments in automation, 85% of data teams plan on investing in automation in the next 12 months. The Ascend Data Automation Cloud provides a unified platform for data ingestion, transformation, orchestration, and observability. In fact, while only 3.5% That’s where our friends at Ascend.io

Data Lake 130

Data Lake Data Ingestion MongoDB MySQL 130

Striim

JANUARY 30, 2025

Systems must be capable of handling high-velocity data without bottlenecks. Addressing these challenges demands an end-to-end approach that integrates data ingestion, streaming analytics, AI governance, and security in a cohesive pipeline. As you can see, theres a lot to consider in adopting real-time AI.

Systems 52

Systems Management Hospitality Healthcare 52

KDnuggets

APRIL 13, 2022

Python Libraries Data Scientists Should Know in 2022; Naïve Bayes Algorithm: Everything You Need to Know; Data Ingestion with Pandas: A Beginner Tutorial; Data Science Interview Guide - Part 1: The Structure; 5 Ways to Expand Your Knowledge in Data Science Beyond Online Courses.

Algorithm 107

Algorithm Python Data Ingestion Data Science 107

Data Engineering Weekly

MARCH 23, 2025

Grab writes about Hugo, its data ingestion platform's pipeline monitoring, diagnosis, and resolution to improve stability and address on-call challenges. link] Grab: Improving Hugo's stability and addressing oncall challenges through automation.

Data Engineering 62

Data Engineering Data Engineer Engineering Data 62

Snowflake

JANUARY 9, 2024

Data cloud integration: This comprehensive solution begins with the Snowflake Data Cloud as a persistent data layer, which makes data more accessible for organizations to get started with the platform. Data ingestion: Hakkoda leads the entire data ingestion process.

Data Ingestion 120

Data Ingestion Cloud Architecture Accessible 120

Towards Data Science

FEBRUARY 3, 2024

On a scale from 1 to 10 how good are your data ingestion skills? Continue reading on Towards Data Science »

Data Ingestion 98

Data Ingestion Data Science Data Data Warehouse 98

databricks

MAY 31, 2023

Data ingestion into the Lakehouse can be a bottleneck for many organizations, but with Databricks, you can quickly and easily ingest data of.

Data Ingestion 98

Data Ingestion Data 98

Snowflake

OCTOBER 3, 2023

We are excited to announce the availability of data pipelines replication, which is now in public preview. In the event of an outage, this powerful new capability lets you easily replicate and failover your entire data ingestion and transformations pipelines in Snowflake with minimal downtime.

Data Pipeline 101

Data Pipeline Management Data Ingestion Data 101