Flipboard

APRIL 11, 2023

In 2022, security wasn’t in the news as often as it was in 2020 and 2021. Database Proliferation Years ago, I wrote that NoSQL wasn’t a database technology; it was a movement. It was a movement that affirmed the development and use of database architectures other than the relational database.

Database 171

Database Python Clustering SQL 171

Towards AI

MARCH 7, 2024

or “What were the total sales in Q4 2021?” Instead, we will leverage LangChain’s SQL Agent to generate complex database queries from human text. Write those objects into a SQLite Database, spread across multiple tables. Use LangChain SQL Agents to ask questions by automatically creating SQL statements.

SQL 59

SQL Database Python Azure 59

Smart Data Collective

AUGUST 10, 2021

But which tools are the most effective for businesses in 2021? 5 Best Analytic Tools in 2021. So, what are the best analytics tools for businesses in 2021? It works with a number of different databases. With that said, a basic understanding of SQL and VB Script can be helpful in leveraging all it has to offer.

Analytics 132

Analytics Analytics Data Science Tableau 132

AWS Machine Learning Blog

NOVEMBER 15, 2024

For instance, analyzing large tables might require prompting the LLM to generate Python or SQL and running it, rather than passing the tabular data to the LLM. The available data sources are: Stock Prices Database Contains historical stock price data for publicly traded companies. What caused inflation in 2021?

Database 127

Database SQL K-nearest Neighbors Data Analysis 127

ODSC - Open Data Science

FEBRUARY 24, 2023

There are many well-known libraries and platforms for data analysis such as Pandas and Tableau, in addition to analytical databases like ClickHouse, MariaDB, Apache Druid, Apache Pinot, Google BigQuery, Amazon RedShift, etc. VisiData works with CSV files, Excel spreadsheets, SQL databases, and many other data sources.

Exploratory Data Analysis 126

Exploratory Data Analysis Data Visualization Data Analysis Data Analysis 126

IBM Journey to AI blog

SEPTEMBER 1, 2023

At the time of its discovery in November 2021, the Log4Shell vulnerability existed on 10 percent of global digital assets, including many web applications, cloud services and physical endpoints like servers. One of the best-known zero-day vulnerabilities is Log4Shell , a flaw in the widely-used Apache Log4j logging library.

SQL 124

SQL Database Internet of Things Machine Learning 124

Tableau

OCTOBER 8, 2021

October 8, 2021 - 11:41pm. October 12, 2021. We look forward to continued collaboration that will open up new opportunities for users to take their analytics to the next level in the cloud,” said Gerrit Kazmaier, Vice President & General Manager for Database, Data Analytics and Looker at Google Cloud. Francois Ajenstat.

Tableau 137

Tableau Analytics Analytics Machine Learning 137

Tableau

MARCH 29, 2021

March 30, 2021 - 12:07am. March 30, 2021. we’ve added new connectors to help our customers access more data in Azure than ever before: an Azure SQL Database connector and an Azure Data Lake Storage Gen2 connector. Azure SQL Database. Madeleine Corneli. Product Manager. Kristin Adderson. In Tableau 2021.1,

Azure 52

Azure Tableau Data Lakes SQL 52

IBM Journey to AI blog

MAY 12, 2023

According to the IT Sustainability Beyond the Data Center report from the IBM Institute for Business Value, some estimates suggest that there has been a 43% absolute increase in the power capacity demand by data center operators between 2018 and 2021, and that the global data center market will grow by more than 30% between 2021 and 2027.

Azure 93

Azure Database Clustering Data Visualization 93

Dataversity

DECEMBER 20, 2021

Reading Larry Burns’ “Data Model Storytelling” (TechnicsPub.com, 2021) was a really good experience for a guy like me (i.e., someone who thinks that data models are narratives). I agree with Larry on so many things. However, this post is not a review of Larry’s book. Read it for yourself – highly recommended. Reading it triggered […].

Data Modeling 98

Data Modeling Data Models Database SQL 98

AWS Machine Learning Blog

NOVEMBER 26, 2024

Task 1: Query generation from natural language This task’s objective is to assess a model’s capacity to translate natural language questions into SQL queries, using contextual knowledge of the underlying data schema. Following these examples, the model is then prompted to generate the SQL query for a question of interest.

Machine Learning 103

Machine Learning Machine Learning SQL ML 103

Tableau

FEBRUARY 17, 2021

February 17, 2021 - 8:07pm. March 26, 2021. You can now connect to your data in Azure SQL Database (with Azure Active Directory) and Azure Data Lake Gen 2. With improved search , users can now see more relevant results when searching for a table or a database. Emily Chen. Product Marketing Specialist, Tableau.

Tableau 101

Tableau Azure Data Quality ML 101

IBM Journey to AI blog

JANUARY 10, 2023

Netezza Performance Server (NPS) has recently added the ability to access Parquet files by defining a Parquet file as an external table in the database. All SQL and Python code is executed against the NPS database using Jupyter notebooks, which capture query output and graphing of results during the analysis phase of the demonstration.

Data Warehouse 52

Data Warehouse Data Analysis Data Analysis SQL 52

Tableau

OCTOBER 8, 2021

October 8, 2021 - 11:41pm. October 12, 2021. We look forward to continued collaboration that will open up new opportunities for users to take their analytics to the next level in the cloud,” said Gerrit Kazmaier, Vice President & General Manager for Database, Data Analytics and Looker at Google Cloud. Francois Ajenstat.

Tableau 98

Tableau Analytics Analytics Machine Learning 98

ODSC - Open Data Science

AUGUST 23, 2023

Modin leverages our cutting-edge academic research on dataframes — the abstraction underlying pandas to bring the best of databases and distributed systems to dataframes. 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.

Data Warehouse 52

Data Warehouse Data Science Database SQL 52

IBM Journey to AI blog

MAY 9, 2023

1] It also offers built-in governance, automation and integrations with an organization’s existing databases and tools to simplify setup and user experience. 2] IDC, Worldwide Global StorageSphere Forecast, 2022–2026: An Installed Base of 7.9ZB of Storage Capacity in 2021 Came at a Cost of $370 Billion — Is It Enough?

Data Warehouse 92

Data Warehouse AWS AI AI 92

Pickl AI

JULY 3, 2023

billion in 2021. Here are steps you can follow to pursue a career as a BI Developer: Acquire a solid foundation in data and analytics: Start by building a strong understanding of data concepts, relational databases, SQL (Structured Query Language), and data modeling. billion in 2015 and reached around $26.50

Business Intelligence 52

Business Intelligence Business Intelligence SQL Data Visualization 52

DataRobot

JUNE 9, 2021

This often unduly increases model pipeline complexity, with major nuances being the pulling and shifting of data from where your data lives in production databases and handing machine learning operations teams a series of model artifacts with dependencies that need to be reassembled to put that model into production. Availability. Free Trial.

Machine Learning 52

Machine Learning Machine Learning Database Data Preparation 52

Hacker News

MAY 26, 2023

It’s kinda like SQL injection, except worse and with no solution today. When you connect an LLM to your database or other components in your product, you expose all of these parts of your product (and infrastructure) to prompt injection. blog post that explains it.

Machine Learning 200

Machine Learning Machine Learning Database SQL 200

phData

MAY 25, 2023

Figure 1: Magic Quadrant Cloud Database Systems Source: Gartner (December 2021) Power BI is a data visualization and analysis tool that is one of the four tools within Microsoft’s Power Platform. 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

Pickl AI

NOVEMBER 4, 2024

They are responsible for building and maintaining data architectures, which include databases, data warehouses, and data lakes. Data Modelling Data modelling is creating a visual representation of a system or database. Physical Models: These models specify how data will be physically stored in databases. from 2021 to 2026.

Data Engineer 52

Data Engineer Data Engineering Data Engineering Data Engineering 52

IBM Journey to AI blog

OCTOBER 15, 2024

The long-standing partnership between IBM and Intel has led to significant advancements in database performance over the past 25 years. Gbps Network against public Databricks 100TB TCP-DS Query benchmarks published in 2021 with 1 master + 256 worker nodes, 2112 vCPUs, 16.1 TB Memory, Up to 12.5 TB Memory, 528.2

AWS 45

AWS Data Lakes EDA Database 45

ODSC - Open Data Science

MAY 25, 2023

He is also the recipient of numerous awards including, most recently, the Ulf Grenander Prize from the American Mathematical Society in 2021. His past roles have included work in analytics, big data, R, SQL, data mining, and more. He also co-wrote Graph Databases (1st and 2nd editions, O’Reilly) and Graph Databases for Dummies (Wiley).

Data Science 52

Data Science Database Machine Learning Machine Learning 52

Pickl AI

JANUARY 16, 2024

Key takeaways Develop proficiency in Data Visualization, Statistical Analysis, Programming Languages (Python, R), Machine Learning, and Database Management. Database Management Skilled in managing and extracting information from databases. Value in 2021 – $22.07 Value in 2021 – $6.8 billion 13.5%

Data Analyst 52

Data Analyst Data Analysis Data Analysis Analytics 52

Tableau

FEBRUARY 17, 2021

February 17, 2021 - 8:07pm. March 26, 2021. You can now connect to your data in Azure SQL Database (with Azure Active Directory) and Azure Data Lake Gen 2. With improved search , users can now see more relevant results when searching for a table or a database. Emily Chen. Product Marketing Specialist, Tableau.

Tableau 52

Tableau Azure Data Quality ML 52

Snorkel AI

SEPTEMBER 20, 2023

At the time of this writing, ChatGPT warned users that its pre-training data contains no information after September 2021. This information could come from: A vector database such as FAISS or Pinecone. Traditional databases such as SQL or MongoDB. Out-of-date information. Lack of domain knowledge.

Data Science 59

Data Science Artificial Intelligence Artificial Intelligence Database 59

Flipboard

MARCH 23, 2023

2 However, you don’t need to know how Transformers work to use large language models effectively, any more than you need to know how a database works to use a database. Current events The training data for ChatGPT and GPT-4 ends in September 2021. In that sense, “how it works” is the least important question to ask.

AI 175

AI AI SQL Natural Language Processing 175

phData

NOVEMBER 8, 2024

2021 - Iceberg and Delta Lake Gain Traction in the Industry Apache Iceberg, Hudi, and Delta Lake continued to mature with support from major cloud providers, including AWS, Google Cloud, and Azure. Built on Parquet, it added support for ACID transactions, data versioning, schema enforcement, and time travel.

Data Lakes 52

Data Lakes Data Warehouse Database Azure 52

Snorkel AI

SEPTEMBER 20, 2023

At the time of this writing, ChatGPT warned users that its pre-training data contains no information after September 2021. This information could come from: A vector database such as FAISS or Pinecone. Traditional databases such as SQL or MongoDB. Out-of-date information. Lack of domain knowledge.

Data Science 52

Data Science Data Scientist Database AI 52

Pickl AI

NOVEMBER 5, 2024

In 2021, the revenue from Tableau services reached approximately $896.1 Tableau supports many data sources, including cloud databases, SQL databases, and Big Data platforms. Its popularity continues to grow as companies increasingly recognise the need for effective Data Visualisation tools in a data-driven world.

Power BI 52

Power BI Tableau Business Intelligence Business Intelligence 52

Alation

JUNE 20, 2023

After its 2021 acquisition of Heights Finance Corporation, CURO needed to catalog and tag its legacy data while integrating Heights’ data — quickly. Not hitting that date — with our legacy databases as well as getting Heights integrated — would not have us in a position to be prepared for the regulatory changes. and Canada.

Data Governance 52

Data Governance Database SQL Data Engineering 52

Flipboard

NOVEMBER 24, 2023

This use case highlights how large language models (LLMs) are able to become a translator between human languages (English, Spanish, Arabic, and more) and machine interpretable languages (Python, Java, Scala, SQL, and so on) along with sophisticated internal reasoning.

Database 158

Database AWS ETL SQL 158

Tableau

DECEMBER 1, 2021

December 1, 2021 - 11:06pm. December 2, 2021. Chris had earned an undergraduate computer science degree from Simon Fraser University and had worked as a database-oriented software engineer. Query allowed customers from a broad range of industries to connect to clean useful data found in SQL and Cube databases.

Tableau 145

Tableau ML ML Database 145

Tableau

DECEMBER 1, 2021

December 1, 2021 - 11:06pm. December 2, 2021. Chris had earned an undergraduate computer science degree from Simon Fraser University and had worked as a database-oriented software engineer. Query allowed customers from a broad range of industries to connect to clean useful data found in SQL and Cube databases.

Tableau 98

Tableau ML ML Database 98

AWS Machine Learning Blog

SEPTEMBER 18, 2024

As an early adopter of large language model (LLM) technology, Zeta released Email Subject Line Generation in 2021. Using Parameter Store, we can centralize configuration settings, such as database connection strings, API keys, and environment variables, eliminating the need for hardcoding sensitive information within container images.

AWS 128

AWS Machine Learning Machine Learning ML 128

The MLOps Blog

MARCH 21, 2023

The job reads features, generates predictions, and writes them to a database. The client queries and reads the predictions from the database when needed. Inside the engine is a metrics data processor that: Reads the telemetry data, Calculates different operational metrics at regular intervals, And stores them in a metrics database.

Machine Learning 69

Machine Learning Machine Learning Data Scientist ML 69

AWS Machine Learning Blog

OCTOBER 11, 2024

This post dives deep into Amazon Bedrock Knowledge Bases , which helps with the storage and retrieval of data in vector databases for RAG-based workflows, with the objective to improve large language model (LLM) responses for inference involving an organization’s datasets. The LLM response is passed back to the agent.

Database 107

Database AWS Clustering AI 107