ODSC - Open Data Science

FEBRUARY 24, 2023

With Great Expectations , data teams can express what they “expect” from their data using simple assertions. Great Expectations provides support for different data backends such as flat file formats, SQL databases, Pandas dataframes and Sparks, and comes with built-in notification and data documentation functionality.

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Exploratory Data Analysis Data Visualization Data Analysis Data Analysis 126

AWS Machine Learning Blog

AUGUST 20, 2024

Natural language is ambiguous and imprecise, whereas data adheres to rigid schemas. For example, SQL queries can be complex and unintuitive for non-technical users. Handling complex queries involving multiple tables, joins, and aggregations makes it difficult to interpret user intent and translate it into correct SQL operations.

SQL 120

SQL AWS Database Natural Language Processing 120

Tableau

APRIL 3, 2023

Madeleine Corneli Senior Manager, Product Management, Tableau Adiascar Cisneros Manager, Product Management, Tableau Bronwen Boyd April 3, 2023 - 5:27pm April 3, 2023 Google Cloud’s BigQuery is a serverless, highly-scalable cloud-based data warehouse solution that allows users to store, query, and analyze large datasets quickly.

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Tableau SQL Data Warehouse Database 98

AWS Machine Learning Blog

JUNE 13, 2023

The natural language capabilities allow non-technical users to query data through conversational English rather than complex SQL. The AI and language models must identify the appropriate data sources, generate effective SQL queries, and produce coherent responses with embedded results at scale.

Database 97

Database SQL AWS AI 97

IBM Journey to AI blog

MAY 9, 2023

IBM today announced it is launching IBM watsonx.data , a data store built on an open lakehouse architecture, to help enterprises easily unify and govern their structured and unstructured data, wherever it resides, for high-performance AI and analytics. What is watsonx.data?

Data Warehouse 92

Data Warehouse AWS AI AI 92

Snorkel AI

MAY 26, 2023

[link] Ahmad Khan, head of artificial intelligence and machine learning strategy at Snowflake gave a presentation entitled “Scalable SQL + Python ML Pipelines in the Cloud” about his company’s Snowpark service at Snorkel AI’s Future of Data-Centric AI virtual conference in August 2022. Welcome everybody.

SQL 52

SQL ML ML Python 52

Snorkel AI

MAY 26, 2023

[link] Ahmad Khan, head of artificial intelligence and machine learning strategy at Snowflake gave a presentation entitled “Scalable SQL + Python ML Pipelines in the Cloud” about his company’s Snowpark service at Snorkel AI’s Future of Data-Centric AI virtual conference in August 2022. Welcome everybody.

SQL 52

SQL ML ML Python 52

ODSC - Open Data Science

AUGUST 23, 2023

Run pandas at scale on your data warehouse Most enterprise data teams store their data in a database or data warehouse, such as Snowflake, BigQuery, or DuckDB. Ponder solves this problem by translating your pandas code to SQL that can be understood by your data warehouse.

Data Warehouse 52

Data Warehouse Data Science Database SQL 52

Mlearning.ai

JUNE 19, 2023

How you now anonymize Data more easily Photo by Dušan veverkolog on Unsplash Google has just announced the public preview of BigQuery differential privacy with SQL building blocks. You can use these functions to anonymize their data. What are Data Clean Rooms?

Data Lakes 52

Data Lakes Data Warehouse SQL ML 52

IBM Journey to AI blog

SEPTEMBER 11, 2023

Codd published his famous paper “ A Relational Model of Data for Large Shared Data Banks.” Boyce to create Structured Query Language (SQL). Db2 (LUW) was born in 1993, and 2023 marks its 30th anniversary. Many consider a NoSQL database essential for high data ingestion rates. Chamberlin and Raymond F.

Database 101

Database SQL Data Warehouse Machine Learning 101

phData

NOVEMBER 8, 2024

Versioning also ensures a safer experimentation environment, where data scientists can test new models or hypotheses on historical data snapshots without impacting live data. Note : Cloud Data warehouses like Snowflake and Big Query already have a default time travel feature. FAQs What is a Data Lakehouse?

Data Lakes 52

Data Lakes Data Warehouse Database Azure 52

Tableau

APRIL 3, 2023

Madeleine Corneli Senior Manager, Product Management, Tableau Adiascar Cisneros Manager, Product Management, Tableau Bronwen Boyd April 3, 2023 - 5:27pm April 3, 2023 Google Cloud’s BigQuery is a serverless, highly-scalable cloud-based data warehouse solution that allows users to store, query, and analyze large datasets quickly.

Tableau 52

Tableau SQL Data Warehouse Database 52

IBM Journey to AI blog

SEPTEMBER 25, 2023

Every day, millions of riders use the Uber app, unwittingly contributing to a complex web of data-driven decisions. This blog takes you on a journey into the world of Uber’s analytics and the critical role that Presto, the open source SQL query engine, plays in driving their success. What is Presto?

Data Lakes 102

Data Lakes Analytics Analytics Clustering 102

phData

NOVEMBER 13, 2023

Join us as we navigate the key takeaways defining the future of data transformation. dbt Mesh Enterprises today face the challenge of managing massive, intricate data projects that can slow down innovation. In mid-2023, many companies were wrangling with more than 5,000 dbt models. Figure 5: dbt Cloud CLI.

Database 52

Database Business Intelligence Business Intelligence Data Silos 52

Dataconomy

SEPTEMBER 27, 2024

The global data analytics market is forecasted to increase by USD 234.4 billion from 2023 to 2028. To learn more about the trends of data analytics fields, their prospects, and their challenges, we talked to Aksinia Chumachenko, Product Analytics Team Lead at Simpals, Moldova’s leading digital company.

Analytics 113

Analytics Analytics Big Data Big Data 113

Mlearning.ai

FEBRUARY 16, 2023

The ultimate need for vast storage spaces manifests in data warehouses: specialized systems that aggregate data coming from numerous sources for centralized management and consistency. In this article, you’ll discover what a Snowflake data warehouse is, its pros and cons, and how to employ it efficiently.

Data Warehouse 52

Data Warehouse Business Intelligence Business Intelligence Database 52

phData

MAY 14, 2024

They will focus on organizing data for quicker queries, optimizing virtual data warehouses, and refining query processes. The result is a data warehouse offering faster query responses, improved performance, and cost efficiency throughout your Snowflake account.

SQL 52

SQL Data Warehouse Data Engineering Data Engineering 52

Pickl AI

NOVEMBER 4, 2024

Role of Data Engineers in the Data Ecosystem Data Engineers play a crucial role in the data ecosystem by bridging the gap between raw data and actionable insights. They are responsible for building and maintaining data architectures, which include databases, data warehouses, and data lakes.

Data Engineer 52

Data Engineer Data Engineering Data Engineering Data Engineering 52

phData

MARCH 18, 2024

product_id product_name category price update_date 1 MacBook Air (15-inch, M2, 2023) Computers & Accessories $999 June 13, 2023 In the product table, we have a product, MacBook Air (15-inch, M2, 2023), and the price is $999 as of June 13, 2023. SCD Type 1 In this type, changes overwrite the existing data.

Data Warehouse 52

Data Warehouse SQL Data Pipeline Analytics 52

phData

JANUARY 4, 2023

The Snowflake Data Cloud is a modern data warehouse that allows companies to take advantage of its cloud-based architecture to improve efficiencies while at the same time reducing costs. Data Sharing Enterprises can easily create data sharing relationships with direct, governed, and secure sharing in near-real time.

Data Warehouse 52

Data Warehouse SQL Database ETL 52

phData

JULY 18, 2023

The Ultimate Modern Data Stack Migration Guide phData Marketing July 18, 2023 This guide was co-written by a team of data experts, including Dakota Kelley, Ahmad Aburia, Sam Hall, and Sunny Yan. Imagine a world where all of your data is organized, easily accessible, and routinely leveraged to drive impactful outcomes.

Data Warehouse 52

Data Warehouse Analytics Analytics Cloud Data 52

IBM Journey to AI blog

JULY 17, 2023

It is supported by querying, governance, and open data formats to access and share data across the hybrid cloud. Through workload optimization across multiple query engines and storage tiers, organizations can reduce data warehouse costs by up to 50 percent.

AI 74

AI AI Machine Learning Machine Learning 74

phData

AUGUST 22, 2024

Snowflake Cortex stood out as the ideal choice for powering the model due to its direct access to data, intuitive functionality, and exceptional performance in handling SQL tasks. Looking at the SQL code, it appears that CONTRACT_BREAK is hardcoded as a constant value ‘1’ in the final SELECT statement.

SQL 52

SQL Data Quality Python Data Warehouse 52

The MLOps Blog

OCTOBER 20, 2023

Example template for an exploratory notebook | Source: Author How to organize code in Jupyter notebook For exploratory tasks, the code to produce SQL queries, pandas data wrangling, or create plots is not important for readers. in a pandas DataFrame) but in the company’s data warehouse (e.g., documentation.

SQL 52

SQL Database Data Scientist Python 52

phData

SEPTEMBER 26, 2023

The necessary access is granted so data flows without issue. SQL Server Agent jobs). Either way, it’s important to understand what data is transformed, and how so. More often than not, the SQL code used to perform the transformation won’t be able to run as-is from the current system to Snowflake. Ready to Get Started?

SQL 52

SQL Database ETL Data Modeling 52

phData

NOVEMBER 1, 2023

This blog was originally written by Keith Smith and updated for 2023/2024 by Justin Delisi. The Snowflake Data Cloud offers a scalable, cloud-native data warehouse that provides the flexibility, performance, and ease of use needed to meet the demands of modern businesses. when large volumes of data in the table change).

Data Warehouse 52

Data Warehouse SQL Database Cloud Computing 52

phData

NOVEMBER 2, 2023

From real-time streaming to batch processing and beyond, these tables offer a new level of flexibility and efficiency for data teams. Snowflake Dynamic Tables are a new table type that enables data teams to build and manage data pipelines with simple SQL statements. What are Snowflake Dynamic Tables?

Data Pipeline 52

Data Pipeline SQL Data Warehouse Data Engineering 52

AWS Machine Learning Blog

SEPTEMBER 18, 2024

Context In early 2023, Zeta’s machine learning (ML) teams shifted from traditional vertical teams to a more dynamic horizontal structure, introducing the concept of pods comprising diverse skill sets. Additionally, Feast promotes feature reuse, so the time spent on data preparation is reduced greatly.

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AWS Machine Learning Machine Learning ML 122

Flipboard

MARCH 21, 2025

Traditionally, answering this question would involve multiple data exports, complex extract, transform, and load (ETL) processes, and careful data synchronization across systems. The existing Data Catalog becomes the Default catalog (identified by the AWS account number) and is readily available in SageMaker Lakehouse.

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SQL Data Analyst Data Warehouse AWS 141

phData

FEBRUARY 8, 2024

MetricFlow creates a data flow plan with this artifact and generates SQL from the query request within the semantic layer. The file’s importance lies in the fact that it can serve as a valuable reference that can help you develop a deep insight into the structure and details of data models.

Data Modeling 52

Data Modeling Data Models Data Warehouse Database 52

phData

MARCH 31, 2023

Flexible Execution Hex logic can be built with SQL, Python, R, and no-code cells. This makes sure that data is up-to-date and processed in the correct order, every time. This makes sure that data is up-to-date and processed in the correct order, every time. Check out these blogs and reach out to our Data Science and ML team!

Data Science 59

Data Science Machine Learning Machine Learning Python 59

phData

MAY 25, 2023

How to Optimize Power BI and Snowflake for Advanced Analytics Spencer Baucke May 25, 2023 The world of business intelligence and data modernization has never been more competitive than it is today. The June 2021 release of Power BI Desktop introduced Custom SQL queries to Snowflake in DirectQuery mode.

Power BI 84

Power BI Analytics Analytics Azure 84

IBM Journey to AI blog

MARCH 14, 2024

  Redefining cloud database innovation: IBM and AWS In late 2023, IBM and AWS jointly announced the general availability of Amazon relational database service (RDS) for Db2.  With Db2 Warehouse’s fully managed cloud deployment on AWS, enjoy no overhead, indexing, or tuning and automated maintenance.

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AWS Database ETL AI 93

The MLOps Blog

JANUARY 26, 2024

They store their feature data in Hopsworks’ free serverless platform, app.hopsworks.ai. As such, they are typically implemented as dual-database systems, where they store large volumes of historical feature data in a column-oriented store (e.g., a key-value store or a low-latency relational database).

Machine Learning 72

Machine Learning Machine Learning ML ML 72

phData

JUNE 26, 2024

Cleaning and preparing the data Raw data typically shouldn’t be used in machine learning models as it’ll throw off the prediction. phData Retail Case Study phData helps many retail businesses answer these questions and more by utilizing their data to the fullest.

Machine Learning 52

Machine Learning Machine Learning Data Engineer Data Engineering 52

phData

FEBRUARY 6, 2024

The dbt run command executes compiled SQL model files against the current target database, creating or replacing all the tables and views in your data warehouse. As dbt’s 2023 Partner of the Year , our experts will ensure your dbt instance becomes a powerful transformation tool for your organization.

Data Pipeline 52

Data Pipeline Database SQL Data Warehouse 52

Pickl AI

DECEMBER 9, 2024

Introduction Big Data continues transforming industries, making it a vital asset in 2025. The global Big Data Analytics market, valued at $307.51 billion in 2023, is projected to grow to $348.21 Hive is a data warehouse tool built on Hadoop that enables SQL-like querying to analyse large datasets.

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Big Data Big Data Hadoop Apache Kafka 52