Cloudera

FEBRUARY 8, 2021

This is part 2 in this blog series. This blog series follows the manufacturing, operations and sales data for a connected vehicle manufacturer as the data goes through stages and transformations typically experienced in a large manufacturing company on the leading edge of current technology.

Data Pipeline 119

Data Pipeline Building Manufacturing Data Warehouse 119

Cloudera

AUGUST 10, 2021

For example, writing a Spark dataset to Ozone or launching a DDL query in Hive that points to a location in Ozone. or higher with Kerberos enabled and admin access to both Ranger and Atlas. For example, my data volume could contain multiple buckets for every stage of the data, and I can control who accesses each stage.

Hadoop 106

Hadoop Kafka Datasets Government 106

Maxime Beauchemin

AUGUST 28, 2017

Change Management Given that useful datasets become widely used and derived in ways that results in large and complex directed acyclic graphs (DAGs) of dependencies, altering logic or source data tends to break and/or invalidate downstream constructs.

Data Engineering 174

Data Engineering Data Engineer Engineering Software Engineer 174

Cloudera

NOVEMBER 13, 2024

Several LLMs are publicly available through APIs from OpenAI , Anthropic , AWS , and others, which give developers instant access to industry-leading models that are capable of performing most generalized tasks. Fine Tuning Studio enables users to track the location of all datasets, models, and model adapters for training and evaluation.

Datasets 82

Datasets Machine Learning Coding Data Preparation 82

Data Engineering Weekly

AUGUST 6, 2024

CDC enables real-time data flows from operational systems to analytics platforms, ensuring decision-makers can access the most current data. Challenges: Highly resource-intensive and slow for large datasets. However, access to the transaction log is required, which may not always be feasible depending on the database system.

Data Lake 125

Data Lake Data Warehouse Database Data Architecture 125

Pinterest Engineering

JANUARY 4, 2024

This blog post goes into the details of how we built this massively scalable, highly available wide column database using RocksDB, and provides information about the data model, APIs, and key features. It is written in C++ and offers bindings for several programming languages, making it accessible for developers in different environments.

Database 95

Database Building Datasets Relational Database 95

Cloudera

NOVEMBER 7, 2023

The vast tapestry of data types spanning structured, semi-structured, and unstructured data means data professionals need to be proficient with various data formats such as ORC, Parquet, Avro, CSV, and Apache Iceberg tables, to cover the ever growing spectrum of datasets – be they images, videos, sensor data, or other type of media content.

Systems 106

Systems Hadoop Unstructured Data Media 106

Netflix Tech

OCTOBER 8, 2024

Rajiv Shringi Vinay Chella Kaidan Fullerton Oleksii Tkachuk Joey Lynch Introduction As Netflix continues to expand and diversify into various sectors like Video on Demand and Gaming , the ability to ingest and store vast amounts of temporal data — often reaching petabytes — with millisecond access latency has become increasingly vital.

Bytes 95

Bytes Datasets Metadata Data 95

Snowflake

APRIL 24, 2024

Members of the Snowflake AI Research team pioneered systems such as ZeRO and DeepSpeed , PagedAttention / vLLM , and LLM360 which significantly reduced the cost of LLM training and inference, and open sourced them to make LLMs more accessible and cost-effective for the community. license provides ungated access to weights and code.

Amazon Web Services 145

Amazon Web Services SQL AWS Architecture 145

Cloudera

AUGUST 3, 2022

Fine grained access control (FGAC) with Spark. That’s why we are excited to introduce Spark Secure Access , a new security feature for Apache Spark in the Cloudera Data Platform (CDP), that adheres to all security policies without resorting to 3rd party tools. Introducing Spark Secure Access Mode. Starting with CDP 7.1.7

Datasets 91

Datasets Machine Learning BI Accessibility 91

Confluent

JULY 3, 2019

The idea in this blog post is to mix information coming from two distinct channels: the RSS feeds of sport-related newspapers and Twitter feeds of the FIFA Women’s World Cup. For this blog post, we’ll use RSS feeds as a way to measure the average sentiment of the news. wwc : defines the BigQuery dataset name.

Data Analysis 21

Data Analysis Kafka Datasets Java 21

Cloudera

FEBRUARY 1, 2022

In this blog we’ll dig into how the Deep Learning for Image Analysis AMP can be reused to find snowflakes that are less similar to one another. If you are a Cloudera customer and have access to CML or Cloudera Data Science Workbench (CDSW), you can start out by deploying the Deep Learning for Image Analysis AMP from the “AMPs” tab. .

Deep Learning 112

Deep Learning Datasets Coding Machine Learning 112

Christophe Blefari

APRIL 5, 2024

How we built Text-to-SQL at Pinterest — Pinterest open-sourced a tool called Querybook that they used to access Pinterest data every day. A training set for bike sharing forecasting — Max has created a large dataset of bike sharing providers in ~50 cities around the world. This article greatly explained how they did it.

SQL 130

SQL Data Python Datasets 130

Cloudera

AUGUST 17, 2021

And by being purely python based, Apache Airflow pipelines are accessible to a wide range of users, with a strong open source community. And in the last part of the blog series, we will provide a step-by-step example of how to construct and deploy an end-to-end data pipeline using CDE’s managed Airflow service.

Data Pipeline 115

Data Pipeline Management BI Python 115

Data Engineering Podcast

NOVEMBER 20, 2022

Summary The majority of blog posts and presentations about data engineering and analytics assume that the consumers of those efforts are internal business users accessing an environment controlled by the business. From analyzing your metadata, query logs, and dashboard activities, Select Star will automatically document your datasets.

Systems 130

Systems Metadata Data Pipeline MongoDB 130

Cloudera

APRIL 9, 2021

This is part 4 in this blog series. This blog series follows the manufacturing and operations data lifecycle stages of an electric car manufacturer – typically experienced in large, data-driven manufacturing companies. The second blog dealt with creating and managing Data Enrichment pipelines. Here are the key stages: .

Machine Learning 98

Machine Learning Manufacturing Data Collection Data Science 98

AltexSoft

AUGUST 25, 2021

You can’t simply feed the system your whole dataset of emails and expect it to understand what you want from it. Now, when we understand the methodologies and principles behind building NLP models, let’s tackle the main component of all ML projects — a dataset. Preparing an NLP dataset. Determining dataset size.

Process 139

Process Deep Learning Datasets Machine Learning 139

Cloudera

NOVEMBER 13, 2020

This is part of our series of blog posts on recent enhancements to Impala. Apache Impala is synonymous with high-performance processing of extremely large datasets, but what if our data isn’t huge? So clearly Impala is used extensively with datasets both small and large. The entire collection is available here. Metadata Caching.

Metadata 143

Metadata Coding SQL Database 143

Cloudera

DECEMBER 11, 2020

As mentioned in my previous blog on the topic , the recent shift to remote working has seen an increase in conversations around how data is managed. Toolsets and strategies have had to shift to ensure controlled access to data. At the same time, the need to have a strong layer of security and governance is being highlighted.

Data Lake 98

Data Lake Government Data Security Unstructured Data 98

Edureka

FEBRUARY 16, 2023

CEO Sundar Pichai announced in a recent blog post that Google Bard is now available for experimental use. However, Chatsonic offers additional features and a wider knowledge base as it can access the internet, which is a capability that ChatGPT currently lacks. YouChat can perform various tasks, from writing code to summarizing books.

Datasets 98

Datasets Banking Accessibility Accessible 98

Cloudera

DECEMBER 14, 2021

They created a system to spread data across several servers with GPU-based processing so large datasets could be managed more effectively across the board. . The post AI and ML: No Longer the Stuff of Science Fiction appeared first on Cloudera Blog. Commonwealth Bank of Australia.

Transportation 112

Transportation Telecommunication Banking Data Lake 112

Cloudera

OCTOBER 25, 2023

Participants will be given access to Cloudera Machine Learning running on AMD hardware to enable swift, powerful computations and breakthrough innovations — a pairing that will help data scientists craft climate and sustainability solutions. Learn more about how you can participate in the hackathon here.

Food 103

Food Machine Learning Transportation Manufacturing 103

Rockset

MARCH 1, 2023

OLTP databases aren’t built to ingest massive volumes of data streams and perform stream processing on incoming datasets. Rockset’s distributed SQL engine accesses data from the relevant RocksDB instance during query processing. So they are not suitable for real-time analytics.

Data Ingestion 144

Data Ingestion Database Architecture SQL 144

Cloudera

JUNE 3, 2022

First of all, there’s the question of what data is currently available within their organization, where it is, and how it can be accessed. In the remainder of this blog, we’re going to dive right into how you can use the new data discovery and visualization features.

Data Analysis 93

Data Analysis PostgreSQL Data Science Machine Learning 93

Cloudera

SEPTEMBER 10, 2020

They saw success in allowing decision-makers to access all data in one single platform, giving them the power to get not only the answers they’re looking for but also to discover insights they wouldn’t normally get and identify new use cases. How do you balance the business and IT needs around data access in your organization?

IT 104

IT Data Lake Healthcare Cloud 104

LinkedIn Engineering

APRIL 4, 2023

This blog post will provide an overview of how we approached metrics selection and design, system architecture and key product features. We chose HDFS as our source data staging area because most of the other data sources at LinkedIn have a way to be exported into HDFS giving us a single access layer to all required data.

MySQL 122

MySQL Datasets Software Engineer Software Engineering 122

Cloudera

DECEMBER 13, 2023

The marketplace delivers a data-centric operating environment by increasing data accessibility and enabling advanced analytics. The seamless inflow of retained and external datasets via CDP allows teams to create datasets locally and make them available for others to consume without the need for assistance from data engineers.

Pipeline-centric 90

Pipeline-centric Professional Services Datasets BI 90

Edureka

MARCH 28, 2023

As you go through this blog, you will have a better understanding of GPT-4. History of GPT GPT-4 unveiled Access to GPT-4 Benchmarks of GPT-4 Limitations of GPT-4 What is GPT-4? History of GPT The first GPT model was made public by OpenAI, and it was trained using the Common Crawl, a sizable text dataset.

IT 98

IT Datasets Machine Learning Accessibility 98

Cloudera

NOVEMBER 30, 2022

We have divided the “ Transaction Support in Cloudera Operational Database (COD)” blog into two parts. var dataSet = List(Row(1, "1", 1), Row(2, "2", 2)). dataSet = dataSet :+ Row(w, "foo", w); }. var rowRDD = spark.sparkContext.parallelize(dataSet). dataSet = List(Row(501, "500", 500), Row(502, "502", 502)).

Database 83

Database Datasets NoSQL Big Data 83

Data Engineering Weekly

SEPTEMBER 18, 2024

In short, While a test can check if a dataset has 10,000 rows, observability ensures the data arriving continuously through the pipeline matches historical behavior, identifies trends, and flags anomalies. Visualization tools that map out pipeline dependencies are particularly helpful here.

Data Lake 98

Data Lake Data Pipeline Unstructured Data Datasets 98

Cloudera

DECEMBER 8, 2021

You can access COD right from your CDP console. In this blog, we’ll share how CDP Operational Database can deliver high performance for your applications when running on AWS S3. Dataset size 1TB. When datasets are infrequently updated, the data can be cached to reduce latency of network access to S3. Cluster size.

Database 94

Database AWS Datasets Cloud Storage 94

Christophe Blefari

JUNE 9, 2023

Models can have group, access, contract and versions. In the end the article is obviously biased towards SQLMesh (on the company blog), but reveals good issues with dbt. An article from the Wall Street Journal, obviously if you want to fine tune generative models you will have to be sure to have correct training datasets.

Data 130

Data Government SQL Coding 130

Cloudera

DECEMBER 21, 2020

In this blog we will take you through a persona-based data adventure, with short demos attached, to show you the A-Z data worker workflow expedited and made easier through self-service, seamless integration, and cloud-native technologies. The SDX layer is configured and the users have appropriate access. Assumptions. The Data Steward

Banking 98

Banking Data Lake Data Data Warehouse 98

Cloudera

OCTOBER 3, 2022

In this blog, we’ll show you a better way to distribute your ML workloads, and how Cloudera Machine Learning makes it easy for you. If you want to test out this example for yourself, you will need to have access to either Cloudera Machine Learning (CML) or Cloudera Data Science Workbench (CDSW). Prerequisites. import time. import dask.

Machine Learning 91

Machine Learning Data Science Python Datasets 91

Scott Logic

OCTOBER 18, 2023

The WebAssembly specification doesn’t define any host integration points, whether this is how you access the DOM, or exchange data with the host runtime (e.g. For a good overview options, check out this blog post from the Shopify team. pass values to JavaScript within the browser).

Programming Language 145

Programming Language Coding Java Programming 145

Cloudera

FEBRUARY 16, 2021

In the previous blog post , we looked at some of the application development concepts for the Cloudera Operational Database (COD). In this blog post, we’ll see how you can use other CDP services with COD. Ranger enables you to create services and add access policies for Apache HBase. Cloudera Shared Data Experience (SDX) .

Database 84

Database Machine Learning Kafka Data Lake 84

Data Engineering Podcast

AUGUST 5, 2019

Once a dataset has been located, how does Amundsen simplify the process of accessing that data for analysis or further processing? Links Amundsen Data Council Presentation Strata Presentation Blog Post Lyft Airflow Podcast.__init__ Links Amundsen Data Council Presentation Strata Presentation Blog Post Lyft Airflow Podcast.__init__

PostgreSQL 100

PostgreSQL MongoDB Metadata Media 100