KDnuggets

MARCH 13, 2023

Use these tools to Access API, Manipulate CSV files, download datasets, and more from your terminal.

Data Science 157

Data Science Datasets Accessible Accessibility 157

KDnuggets

APRIL 8, 2024

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

Datasets 140

Datasets Accessible Accessibility IT 140

KDnuggets

APRIL 20, 2022

One-stop shop to learn about state-of-the-art research papers with access to open-source resources including machine learning models, datasets, methods, evaluation tables, and code.

Coding 145

Coding Datasets Machine Learning Accessible 145

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

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

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 278

Cloud AWS Metadata Cloud Computing 278

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 Engineer 194

Software Engineer Software Engineering Datasets Database 194

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

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 86

Datasets Machine Learning Coding Data Preparation 86

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

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 91

Datasets Retail Healthcare Finance 91

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 101

Datasets Computer Science Systems Kafka 101

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

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 114

Metadata Datasets BI SQL 114

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 Raw Data SQL 111

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 117

Raw Data Aggregated Data Cloud Data 117

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 95

Datasets BI Machine Learning Accessible 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 111

Systems Hadoop Unstructured Data Media 111

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

databricks

MARCH 27, 2023

The importance and impact of data in healthcare is greater than it has ever been, with access to truly large-scale datasets and powerful.

Building 98

Building Healthcare Datasets Accessible 98

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

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

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 112

Data Management Bytes Management Datasets 112

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

Engineering at Meta

AUGUST 27, 2024

This approach involves using simple if statements in code (“code assets”) or access control mechanisms for datasets (“data assets”) in data systems. Addressing these risks requires implementing resource-intensive human audits at access points.

Programming Language 122

Programming Language Coding Data Warehouse Systems 122

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

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

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 94

Database Building Datasets Relational Database 94

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

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

Monte Carlo

JANUARY 3, 2024

It gives the LLM access to that enterprise proprietary data. Here’s an oversimplification of RAG application architecture: RAG architecture combines information retrieval with a text generator model, so it has access to your database while trying to answer a question from the user. Let me give you a hint: high-quality proprietary data.

Technology 113

Technology Database Data Engineering Data Engineer 113

Edureka

FEBRUARY 16, 2023

However, Chatsonic offers additional features and a wider knowledge base as it can access the internet, which is a capability that ChatGPT currently lacks. Chatsonic also offers a browser extension and an Android app for easy access, making it convenient to use on the go.

Datasets 98

Datasets Banking Accessible Accessibility 98

U-Next

MARCH 12, 2023

It can handle big datasets and is very adaptable. It enables the addition, modification, and deletion of logical structures that store data or allow users to access/maintain data. 2) DQL – Data Query Language DQL commands are used to access data stored in database objects. DDL commands in SQL define database objects.

SQL 98

SQL Database Datasets Government 98

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 116

Deep Learning Datasets Coding Machine Learning 116

Netflix Tech

SEPTEMBER 18, 2024

Second, developers had to constantly re-learn new data modeling practices and common yet critical data access patterns. This abstraction simplifies data access, enhances the reliability of our infrastructure, and enables us to support the broad spectrum of use cases that Netflix demands with minimal developer effort.

Bytes 101

Bytes Metadata Database Data 101

Cloudera

FEBRUARY 8, 2021

Curated, quality datasets are the backbone of any advanced analytics initiative. This will make the data accessible to any data scientists that may want to access it to do some additional analysis. STEP 4: Generate data visualization dashboards and reports.

Data Pipeline 122

Data Pipeline Building Manufacturing Data Warehouse 122