ArcGIS

DECEMBER 19, 2023

We will dive into our best practices for preparing and using training samples for object detection models.

Data Preparation 104

Data Preparation Data Deep Learning 104

Towards Data Science

JULY 8, 2024

TensorFlow Transform: Ensuring Seamless Data Preparation in Production was originally published in Towards Data Science on Medium, where people are continuing the conversation by highlighting and responding to this story. Unless otherwise noted, all images are by the author.

Data Preparation 70

Data Preparation Datasets Metadata Data Ingestion 70

Data Science Blog: Data Engineering

AUGUST 22, 2024

Businesses need to understand the trends in data preparation to adapt and succeed. If you input poor-quality data into an AI system, the results will be poor. This principle highlights the need for careful data preparation, ensuring that the input data is accurate, consistent, and relevant.

Data Preparation 52

Data Preparation Transportation High Quality Data Data Science 52

Analytics Vidhya

MARCH 13, 2023

It is intended to assist organizations in simplifying the big data and analytics process by providing a consistent experience for data preparation, administration, and discovery. Introduction Microsoft Azure Synapse Analytics is a robust cloud-based analytics solution offered as part of the Azure platform.

Data Preparation 199

Data Preparation Big Data Cloud Process 199

InData Labs

JANUARY 12, 2021

Запись Everything You Need to Know About Data Preparation впервые появилась InData Labs. With the help of machine learning, It provides a lot more than just profit – it offers understanding and insight, with one exception.

Data Preparation 52

Data Preparation Big Data Machine Learning Utilities 52

Edureka

JULY 5, 2024

Tableau Prep is a fast and efficient data preparation and integration solution (Extract, Transform, Load process) for preparing data for analysis in other Tableau applications, such as Tableau Desktop. simultaneously making raw data efficient to form insights.

Data Preparation 40

Data Preparation Process BI ETL Tools 40

Cloudera

DECEMBER 4, 2024

introduces new features specifically designed to fuel GenAI initiatives: New AI Processors: Harness the power of cutting-edge AI models with new processors that simplify integration and streamline data preparation for GenAI applications. Accelerating GenAI with Powerful New Capabilities Cloudera DataFlow 2.9

Data Pipeline 93

Data Pipeline Data Ingestion Data Preparation Architecture 93

KDnuggets

DECEMBER 12, 2023

This article provides an overview of two new data preparation techniques that enable data democratization while minimizing transformation burdens.

Data Management 150

Data Management Management Data Preparation Data 150

KDnuggets

JULY 20, 2022

14 Essential Git Commands for Data Scientists • Statistics and Probability for Data Science • 20 Basic Linux Commands for Data Science Beginners • 3 Ways Understanding Bayes Theorem Will Improve Your Data Science • Learn MLOps with This Free Course • Primary Supervised Learning Algorithms Used in Machine Learning • Data Preparation with SQL Cheatsheet. (..)

Data Science 153

Data Science Data Preparation Algorithm Machine Learning 153

KDnuggets

MARCH 28, 2023

Most essential skills are programming, data preparation, statistical analysis, deep learning, and natural language processing.

Machine Learning 142

Machine Learning Deep Learning Data Preparation Engineering 142

KDnuggets

OCTOBER 2, 2024

Text mining in R helps you explore large text data to find patterns and insights. This article walks through the basics of using R for text mining, from data preparation to analysis.

Data Preparation 125

Data Preparation Data 125

Cloudyard

DECEMBER 24, 2024

To address these challenges, Company implements a three-layer architecture : RAW Layer : Stores ingested data directly from source systems without transformations. SILVER Layer : Cleansed and enriched data prepared for analytical processing. SEMANTIC Layer: Aggregated View in Semantic layer on top of GOLDEN layer tables.

Building 52

Building Raw Data Scala Business Intelligence 52

Data Engineering Weekly

JANUARY 15, 2025

Core Responsibilities of AI Data Engineers To understand the significance of the role, let’s break down the responsibilities of AI Data Engineers into key categories: 1. Data Preparation and Preprocessing Design and implement pipelines to preprocess diverse data types, including text, images, videos, and tabular data.

Data Engineer 63

Data Engineer Data Engineering Unstructured Data Engineering 63

Cloudera

NOVEMBER 13, 2024

Data Preparation. Given the cost constraints of hosting and infrastructure, the goal is to fine tune a model that is small enough to host on a consumer GPU and can provide the same accuracy as a larger model.

Datasets 87

Datasets Machine Learning Coding Data Preparation 87

KDnuggets

AUGUST 15, 2023

The post reviews 6 top tools for improving productivity with Snowflake for data preparation, visualization, integration, BI and governance.

BI 103

BI Data Preparation Government Data 103

Snowflake

APRIL 22, 2025

At the data platform level, we found: 55% of organizations are hampered by time-consuming data management tasks such as labeling. 52% struggle with data quality including issues of error, bias, irrelevance and timeliness. 51% say data preparation is too hard. 50% cite issues with data sensitivity.

IT 59

IT Unstructured Data Government Cloud 59

ThoughtSpot

APRIL 22, 2025

Our Agentic Analytics Platform helps you prepare data for AI, enhance AIs analytical performance, and provide essential human oversight so you can deliver AI analytics without compromising ease, accuracy, or trust.

BI 59

BI Datasets Business Intelligence Raw Data 59

Data Engineering Podcast

APRIL 28, 2024

What are the features and focus of Pieces that might encourage someone to use it over the alternatives? What are the features and focus of Pieces that might encourage someone to use it over the alternatives?

Building 147

Building Data Lake High Quality Data Machine Learning 147

ArcGIS

DECEMBER 13, 2023

This is the second in a series of blogs that showcase an end-to-end spatial data science workflow for clustering US precipitation regions.

Data Science 52

Data Science Data Preparation Data Engineer Data Engineering 52

ArcGIS

DECEMBER 13, 2023

This is the third in a series of blogs that showcase an end-to-end spatial data science workflow for clustering US precipitation regions.

Data Science 52

Data Science Data Preparation Data Engineer Data Engineering 52

ArcGIS

DECEMBER 13, 2023

This is the fourth in a series of blogs that showcase an end-to-end spatial data science workflow for clustering US precipitation regions.

Data Science 52

Data Science Data Preparation Data Machine Learning 52

DataKitchen

FEBRUARY 17, 2025

In The Land Of The Blind, The Data Engineer Who Has Data Quality Testing In Production Is King Data engineers experience burnout at alarming rates , with many considering leaving the industry or their current company within the following year.

SQL 73

SQL Python Government Data Engineering 73

Snowflake

OCTOBER 15, 2024

Preparing documents for a RAG system The responses of an LLM in a RAG app are only as good as the data available to it, which is why proper data preparation is fundamental to building a high-performing RAG system. Step 3: Vectorize (embed) and index Once the text has been split or chunked, Cortex Search handles the rest.

SQL 98

SQL Data Preparation Electronics Python 98

Striim

MARCH 21, 2025

Before loading the data to Snowflake with sub-second latency, Striim allows users to perform in-line transformations, including denormalization, filtering, enrichment and masking, using a SQL-based language. In-flight data processing reduces the time needed for data preparation as it delivers the data in a consumable form.

Data Warehouse 52

Data Warehouse MongoDB MySQL Hadoop 52

Snowflake

APRIL 16, 2025

Unlike general-purpose LLMs, which may introduce commentary or decline translation requests, Cortex AI Translate is specifically optimized for translation tasks through a rigorous data preparation process and customized model training.

Data Analysis 59

Data Analysis Unstructured Data Manufacturing Retail 59

Cloudera

OCTOBER 11, 2021

The platform converges data cataloging, data ingestion, data profiling, data tagging, data discovery, and data exploration into a unified platform, driven by metadata. Modak Nabu automates repetitive tasks in the data preparation process and thus accelerates the data preparation by 4x.

Data Engineer 95

Data Engineer Data Engineering Cloud Engineering 95

Data Engineering Podcast

JULY 1, 2018

Cheryl Martin, Chief Data Scientist for Alegion, discusses the importance of properly labeled information for machine learning and artificial intelligence projects, the systems that they have built to scale the process of incorporating human intelligence in the data preparation process, and the challenges inherent to such an endeavor.

Metadata 100

Metadata Machine Learning Data Preparation Data Collection 100

Snowflake

DECEMBER 5, 2023

This lets them leverage the familiar development interface of a notebook while directing complex data preparation and feature engineering steps to run in Snowflake (rather than having to copy and manage copies of data inside their notebook instance).

AWS 124

AWS Amazon Web Services Government Cloud Computing 124

ThoughtSpot

MARCH 5, 2024

Govern self-service in ThoughtSpot by using multi-structured and transformed data hosted alongside transactional systems in Snowflake. Using Snowflake dynamic tables with ThoughtSpot allows you to streamline data preparation while also accelerating insight consumption across lines of business.

BI 111

BI Datasets SQL Raw Data 111

Edureka

APRIL 16, 2025

Data Project Assistance : Helps streamline tasks in data-driven projects, including data preparation, analysis, and visual output. Contribution Made Easy : Simplifies working with open-source projects by guiding through unfamiliar code and suggesting useful contributions.

Programming Language 40

Programming Language Coding Programming Data Preparation 40

AltexSoft

MAY 12, 2022

Particularly, we’ll explain how to obtain audio data, prepare it for analysis, and choose the right ML model to achieve the highest prediction accuracy. But first, let’s go over the basics: What is the audio analysis, and what makes audio data so challenging to deal with. Audio data preparation.

Machine Learning 122

Machine Learning Building Deep Learning Healthcare 122

Data Engineering Podcast

JUNE 17, 2021

Can you describe what Unstruk Data is and the story behind it? Can you describe what Unstruk Data is and the story behind it?

Unstructured Data 100

Unstructured Data Data Warehouse Metadata Media 100

Cloudera

MARCH 31, 2021

In this first Google Cloud release, CDP Public Cloud provides built-in Data Hub definitions (see screenshot for more details) for: Data Ingestion (Apache NiFi, Apache Kafka). Data Preparation (Apache Spark and Apache Hive) .

Google Cloud 94

Google Cloud Cloud Amazon Web Services Cloud Storage 94

Christophe Blefari

APRIL 8, 2023

Microsoft data integration new capabilities — Few months ago I've entered the Azure world. Today, Microsoft announces new low-code capabilities for Power Query in order to do "data preparation" from multiple sources. Not really without pain.

Pipeline-centric 130

Pipeline-centric Database-centric Algorithm Data 130

Christophe Blefari

APRIL 8, 2023

Microsoft data integration new capabilities — Few months ago I've entered the Azure world. Today, Microsoft announces new low-code capabilities for Power Query in order to do "data preparation" from multiple sources. Not really without pain.

Pipeline-centric 130

Pipeline-centric Database-centric Algorithm Data 130

Snowflake

DECEMBER 18, 2023

Larger data sets : Train models on up to 100 million rows with higher memory compute using Snowpark-optimized warehouses.

SQL 111

SQL Retail Machine Learning Python 111