Marc Lamberti

SEPTEMBER 22, 2023

Let’s imagine you have the following data pipeline: In a nutshell, this data pipeline trains different machine learning models based on a dataset and the last task selects the model with the highest accuracy. To access XComs, go to the user interface, then Admin and XComs. Once we access the task instance object, we can call xcom_push.

MySQL 246

MySQL Data Pipeline Database Python 246

Monte Carlo

SEPTEMBER 17, 2024

It’s because data owners are responsible for ensuring the quality, security, and accessibility of a dataset across the entire organization. Then, data owners guide employees by defining and enforcing data access rules. When data is accessible, secure, and high quality, everyone benefits.

Accessibility 52

Accessibility Accessible Government Data 52

Start Data Engineering

JUNE 30, 2023

Creating dataset(s) 3.1.1. Accessing data 3.3. Introduction 2. What is self-serve? Components of a self-serve platform 3. Building a self-serve data platform 3.1. Gather requirements 3.1.2. Get data foundations right 3.2. Identify and remove dependencies 4. Conclusion 5. Further reading 6. References 1.

Building 130

Building Datasets Data Accessible 130

The Pragmatic Engineer

APRIL 6, 2023

Our hope is that making salary ranges more accessible on Comprehensive.io Most jobs vendors have a ton of ‘junk jobs,’ so we spent a fair bit of time culling the dataset to jobs that are unique. During processing, we match companies, titles and more, with our dataset. ” How does Comprehensive.io

Software Engineering 193

Software Engineering Software Engineer Datasets Database 193

Azure Data Engineering

JULY 16, 2022

As seen in the screenshot below, the main settings for the web activity are as follows: Azure Data Factory: Web Activity URL: This is the REST API endpoint address that we would like to access/invoke. Datasets: Datasets that we would like to pass to the REST API. Method: REST API method for the endpoint e.g. GET, POST, PUT etc.

Datasets 130

Datasets Certification Data Coding 130

Christophe Blefari

APRIL 14, 2023

Mainly they define measures, dimensions and metrics in YAML that will be materialised and made accessible to Curie (their experimentation platform). Cybersyn is a data-as-a-service platform that provides public datasets for everyone. You can see it as a datasets marketplace of common public data. Rupert raises $8m in funding.

Datasets 130

Datasets Data Deep Learning SQL 130

KDnuggets

APRIL 8, 2024

Access Mistral’s latest open-source model and fine-tune it on a custom dataset.

Datasets 108

Datasets Accessible Accessibility IT 108

The Pragmatic Engineer

OCTOBER 17, 2024

The startup was able to start operations thanks to getting access to an EU grant called NGI Search grant. The historical dataset is over 20M records at the time of writing! As always, I have not been paid to write about this company and have no affiliation with it – see more in my ethics statement.

Cloud 277

Cloud AWS Metadata Cloud Computing 277

Knowledge Hut

FEBRUARY 29, 2024

Then, based on this information from the sample, defect or abnormality the rate for whole dataset is considered. Hypothesis testing is a part of inferential statistics which uses data from a sample to analyze results about whole dataset or population. While using Amazon SageMaker datasets are quick to access and load.

Data Science 98

Data Science Datasets Machine Learning Database Design 98

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 83

Datasets Machine Learning Coding Data Preparation 83

Cloudera

SEPTEMBER 18, 2024

InDaiX provides data consumers with unparalleled flexibility and scalability, streamlining how businesses, researchers, and developers access and integrate diverse data sources and AI foundational models, expediting the process of Generative AI (GenAI) adoption.

Datasets 94

Datasets Retail Healthcare Finance 94

ThoughtSpot

MARCH 5, 2024

These tables provide a centralized location to host both your raw data and transformed datasets optimized for AI-powered analytics with ThoughtSpot. Grant ThoughtSpot access In Snowflake, grant the ThoughtSpot service account USAGE privileges on the schemas containing the dynamic tables. Set refresh schedules as needed.

BI 111

BI Datasets SQL Raw Data 111

Netflix Tech

NOVEMBER 12, 2024

However, this category requires near-immediate access to the current count at low latencies, all while keeping infrastructure costs to a minimum. The Counter Abstraction API resembles Java’s AtomicInteger interface: AddCount/AddAndGetCount : Adjusts the count for the specified counter by the given delta value within a dataset.

Datasets 100

Datasets Computer Science Systems Kafka 100

Cloudera

FEBRUARY 22, 2022

The data architecture layer is one such area where growing datasets have pushed the limits of scalability and performance. The data explosion has to be met with new solutions, that’s why we are excited to introduce the next generation table format for large scale analytic datasets within Cloudera Data Platform (CDP) – Apache Iceberg.

Metadata 112

Metadata Datasets BI SQL 112

Marc Lamberti

NOVEMBER 23, 2022

It operates entirely in memory leading to out-of-memory errors if the dataset is too big. We are going to perform data analysis on the Stock Market dataset. This dataset contains CSV and JSON files for all NASDAQ, S&P500, and NYSE-listed companies. It’s a 10.22GB uncompressed dataset, and 1.0GB zip compressed.

Datasets 130

Datasets Python SQL Database 130

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 96

Bytes Datasets Metadata Data 96

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

Pinterest Engineering

JANUARY 4, 2024

It is written in C++ and offers bindings for several programming languages, making it accessible for developers in different environments. Individual rows constitute a dataset. Row key uniquely identifies a row in a dataset. RocksDB is a single node key value store. Row consists of pairs of column names and values called items.

Database 95

Database Building Datasets Relational Database 95

Data Engineering Podcast

MAY 26, 2024

Trusted by the teams at Comcast and Doordash, Starburst delivers the adaptability and flexibility a lakehouse ecosystem promises, while providing a single point of access for your data and all your data governance allowing you to discover, transform, govern, and secure all in one place. Want to see Starburst in action?

Systems 130

Systems Data Lake High Quality Data Google Cloud 130

Waitingforcode

FEBRUARY 3, 2023

You need to write the job, define the infrastructure, CI/CD pipeline, integrate with the data orchestration layer, and finally, ensure the job can access the relevant datasets. Setting a data processing layer up has several phases. The most basic authentication mechanism uses login/password pair but can we do better on the cloud?

Data Process 100

Data Process Process Cloud Datasets 100

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

Christophe Blefari

APRIL 21, 2023

Access — you will be able to namespace models with groups and visibility. Data Engineering at Adyen — "Data engineers at Adyen are responsible for creating high-quality, scalable, reusable and insightful datasets out of large volumes of raw data" This is a good definition of one of the possible responsibilities of DE.

Raw Data 130

Raw Data Data SQL Datasets 130

Cloudera

FEBRUARY 1, 2022

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. . If you do not have access to CDSW or CML, the AMP github repo has a README with instructions for getting up and running in any environment.

Deep Learning 114

Deep Learning Datasets Coding Machine Learning 114

Knowledge Hut

MAY 2, 2024

and perform various operations on the dataset like cleaning and processing the data, visualizing and predicting the output of the data. a) Descriptive Statistics Concerned with describing and summarizing the target population It works on a small dataset. It works on a large dataset. which are the measures of Variability.

Machine Learning 98

Machine Learning Algorithm Datasets Python 98

Engineering at Meta

FEBRUARY 20, 2024

Why we need a composable data management system Meta’s data engines support large-scale workloads that include processing large datasets offline (ETL), interactive dashboard generation, ad hoc data exploration, and stream processing. The result combines the efficiency and agility offered by Velox with the widely-used Apache standard.

Data Management 108

Data Management Bytes Management Datasets 108

Knowledge Hut

JULY 28, 2023

Machine learning offers scalability and efficiency, processing large datasets quickly. A dataset's anomalies may provide valuable information about inconsistencies, mistakes, fraud, or unusual events. Global or Point Outliers: These anomalies are discrete data points that stand out from the rest of the dataset in a significant way.

Machine Learning 98

Machine Learning Algorithm Datasets Deep Learning 98

Knowledge Hut

JANUARY 12, 2024

The main agenda is to remove the redundant and dependent features by changing the dataset onto a lower-dimensional space. variables) in a particular dataset while retaining most of the data. They make predictions based upon the probability that a new input dataset belongs to each class.

Machine Learning 97

Machine Learning Datasets Medical Algorithm 97

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 126

Data Lake Data Warehouse Database Data Architecture 126

Precisely

JULY 12, 2024

Unique: Unique datasets are free of redundant or extraneous entries. Consistent: Data is consistently represented in a standard way throughout the dataset. That means having large enough datasets to accurately represent the information in question, including information on all relevant fields.

Data Integration 105

Data Integration Datasets Data Data Governance 105

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 93

Datasets Machine Learning BI Accessible 93

François Nguyen

MARCH 22, 2021

The core idea of Data Mesh is how you can develop the data usages and remove the centralized and monolitich data warehouse where you have very less access. Data Security & Access management : who has access to this data ? It gives an anwser to what do we have , where is the data (its address) how many objects do we have ?

Technology 130

Technology Architecture Google Cloud Metadata 130

Knowledge Hut

JANUARY 24, 2024

Data Sources Tableau Software can access many data sources and servers. Provides Great Security Data connections and user access feature a fail-safe security system based on authentication and authorization mechanisms. Users can access a range of resources for issue resolution and guidance.

BI 98

BI Business Intelligence Non-relational Database Data Analysis 98

Databand.ai

MAY 30, 2023

With access to accurate and dependable data, business leaders can make informed decisions that promote growth and profitability. Scope: Data quality primarily deals with dataset content, while data integrity is more concerned with the overall system architecture and processes that ensure consistency across different platforms or applications.

Data Cleanse 85

Data Cleanse Datasets Data Governance Data Validation 85

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

Christophe Blefari

NOVEMBER 11, 2022

The end-game dataset. It means that every game can be capture as a dataset, with a known schema in a immutable storage accessible for everyone. In their case it also means they embark the ml models in the game binaries. This is probably the concept I liked the most from the video.

BI 130

BI Data Warehouse Data Database 130

Snowflake

JANUARY 29, 2024

This new connector offers immediate access to your Google Analytics data without the hassle, complexity and expense of manual integration via API endpoints and patched systems workarounds. Once your data reaches its final destination, access to the ingested data is governed by Snowflake’s built-in access controls.

Raw Data 116

Raw Data Aggregated Data Cloud Data 116

LinkedIn Engineering

APRIL 4, 2023

Figure 3: An expanded metric detail view showing historical trend and dimensional breakdown (note all data is mocked) Finally, we link to a dedicated dashboard for each metric with further slicing and dicing capabilities, and access to the individual data points. That is the final layer of information we wanted to present to the user.

MySQL 122

MySQL Datasets Software Engineering Software Engineer 122