Smart Data Collective

JANUARY 24, 2020

So let’s reveal the most actionable DevOps trends applicable for any business: The Main DevOps Trends for 2020 About Which You Should Know. They can also spin up a new instance, automatically restore the database from a backup, or provision other recovery options. More Focus on Automation.

Power BI 122

Power BI Business Intelligence Business Intelligence SQL 122

Smart Data Collective

SEPTEMBER 6, 2020

But in 2020, it’s not enough to just be on the internet or provide a way for customers to check on orders. In 2020, you can’t rely on products and prices, you must provide a great customer experience as well. Costs can vary depending on the number of transactions or the number of SKUs in your database.

Analytics 135

Analytics Analytics Big Data Big Data 135

Smart Data Collective

MAY 20, 2019

IDC predicts that if our digital universe or total data content were represented by tablets, then by 2020 they would stretch all the way to the moon over six times. By 2020, over 40 percent of all data science tasks will be automated. More recently, the California Consumer Privacy Act reared its head, which will go into effect in 2020.

Analytics 111

Analytics Analytics Data Analyst Machine Learning 111

Smart Data Collective

MARCH 17, 2020

Everyone has heard about Data Science in 2020. It may be dealing with data, but it doesn’t have a lot to do with databases. The post 6 Spectacular Reasons You Must Master the Data Sciences in 2020 appeared first on SmartData Collective. But is it really right for you? Is the Booming Big Data Field Right for You?

Data Science 121

Data Science Data Scientist Big Data Big Data 121

Hacker News

SEPTEMBER 16, 2023

We build a new long run cross- country database to study the macroeconomic history of populism. We identify 51 populist presidents and prime ministers from 1900 to 2020 and show that the economic cost of populism is high. How do economies perform under populist leaders?

Database 140

Database 140

Smart Data Collective

OCTOBER 14, 2019

In addressing storage needs, traditional databases like Oracle are being replaced. Developers need an understanding of MongoDB, Couchbase, and other NoSQL database types. Spark is an in-memory database that’s a faster alternative to MapReduce. They would source large volumes of data from different platforms into Hadoop’s.

Big Data 99

Big Data Big Data Apache Hadoop Hadoop 99

The Data Administration Newsletter

NOVEMBER 16, 2021

Risk-Based Security’s 2020 Q3 study indicates that between January and September 2020, about 36 billion databases were hacked. While this finding is mind-boggling, it also conveys a strong message about the importance of solid database security procedures that one can implement quickly.

Database 52

Database 52

O'Reilly Media

NOVEMBER 19, 2024

at Facebook—both from 2020. Store these chunks in a vector database, indexed by their embedding vectors. The various flavors of RAG borrow from recommender systems practices, such as the use of vector databases and embeddings. Here’s a simple rough sketch of RAG: Start with a collection of documents about a domain.

Database 127

Database AI AI Natural Language Processing 127

Hacker News

SEPTEMBER 2, 2024

Within hours of that publication, OTP Agency shuttered its website and announced it was closing up shop and purging its user database. The NCA said it began investigating the service in June 2020. The OTP Agency operators who pleaded guilty to running the service; Aza Siddeeque, Callum Picari, and Vijayasidhurshan Vijayanathan.

Database 181

Database 181

Smart Data Collective

JANUARY 22, 2020

However, according to Forbes research, unsecured Facebook databases leakages affected more than 419 million users.The principles of virtual technology pose potential threats to the information security of cloud computing associated with the use of shared data warehouses. Be sure to enact key cloud security measures as we head into 2020.

Cloud Computing 76

Cloud Computing Data Warehouse Database Algorithm 76

Data Science 101

JANUARY 31, 2020

Recent Announcements from Google BigQuery Easier to analyze Parquet and ORC files, a new bucketize transformation, new partitioning options AWS Database export to S3 Data from Amazon RDS or Aurora databases can now be exported to Amazon S3 as a Parquet file. The first course in this series should be arriving in February 2020.

Cloud Data 114

Cloud Data Data Science Deep Learning Deep Learning 114

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 169

Database Python Clustering SQL 169

Dataversity

NOVEMBER 7, 2022

zettabytes more than in 2020. The post Not Every Database Is the Same: Graph vs. Relational appeared first on DATAVERSITY. Mirroring this sentiment, Statista predicts that data creation will grow to more than 180 zettabytes by 2025, which is about 118.8 This vast, and ever-increasing, volume […].

Database 52

Database 52

Hacker News

NOVEMBER 15, 2023

The Story of the Name Patrick Lewis, lead author of the 2020 paper that coined the term , apologized for the unflattering acronym that now describes a growing family of methods across hundreds of papers and dozens of commercial services he believes represent the future of generative AI.

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Database AI AI Natural Language Processing 181

Flipboard

NOVEMBER 24, 2023

The SnapLogic Intelligent Integration Platform (IIP) enables organizations to realize enterprise-wide automation by connecting their entire ecosystem of applications, databases, big data, machines and devices, APIs, and more with pre-built, intelligent connectors called Snaps.

Database 153

Database AWS ETL SQL 153

ODSC - Open Data Science

FEBRUARY 27, 2025

This AI career database looks to provide new insights into how individuals perceive their professional roles and how these identities evolve overtime. AI Researchers Create the Largest Database for Studying CareerIdentity Led by Ph.D. AI Researchers Create the Largest Database for Studying CareerIdentity Led by Ph.D.

Database 52

Database AI AI Computer Science 52

Smart Data Collective

NOVEMBER 3, 2021

They currently spend just under $4 billion in 2020. The Deloitte report says that in the second quarter of 2020 the largest 100 banks in the USA reported $103.4 2020 became the year when a lot of customers first experienced their remote interaction with banks and enjoyed it. The banking industry is among them.

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AI AI Artificial Intelligence Artificial Intelligence 138

Smart Data Collective

APRIL 8, 2020

In fact, studies by the Gigabit Magazine depict that the amount of data generated in 2020 will be over 25 times greater than it was 10 years ago. As data volumes continued to grow at rapid speeds, traditional relational databases and data warehouses were unable to handle the onslaught of this data.

Data Warehouse 144

Data Warehouse Big Data Big Data Big Data Analytics 144

Flipboard

NOVEMBER 20, 2024

These steps will guide you through deleting your knowledge base, vector database, AWS Identity and Access Management (IAM) roles, and sample datasets, making sure that you don’t incur unexpected costs. For detailed cleanup instructions, see Amazon Bedrock Knowledge Bases now supports metadata filtering to improve retrieval accuracy.

AWS 156

AWS Natural Language Processing Machine Learning Machine Learning 156

Tableau

JANUARY 20, 2021

Jiselle Howe reflects on her 2020 experiences and learnings, plus shares her 2021 ambitions. Jisell Howe 2020-2021: Looking Back and Looking Ahead. Tom Prowse Output to a Database from Tableau Prep. Anna’s post is an inspiring example of this. . Anna Foard’s From Data to a Story . Inspiration. Adam McCann Zoomable Dashboard.

Tableau 108

Tableau Analytics Analytics Database 108

AWS Machine Learning Blog

OCTOBER 24, 2023

This is so that the output generated using the IDP workflow can be consumed into a downstream system, for example a relational database. For example, we can follow prompt engineering best practices to fine-tune an LLM to format dates into MM/DD/YYYY format, which may be compatible with a database DATE column.

Database 140

Database AWS ML ML 140

AWS Machine Learning Blog

SEPTEMBER 25, 2024

Under Vector database , select Quick create a new vector store. Using the specified chunking strategy, the knowledge base converts the documents in the S3 bucket to vector embeddings, which are stored in the default Amazon OpenSearch serverless vector database. What are the international operating expenses in 2020, 2021 and 2022?

AWS 125

AWS AI AI Database 125

Dataversity

DECEMBER 30, 2020

When reflecting on 2020, the effects of COVID-19 have touched nearly every corner of the globe, spanning continents, age groups and industries. Click to learn more about author Samantha Humphries.

Database 98

Database Analytics Analytics 98

Hacker News

FEBRUARY 5, 2023

In that breach, which occurred in October 2020, a hacker using the handle “Ransom Man” threatened to publish patient psychotherapy notes if Vastaamo did not pay a six-figure ransom demand. There were also other projects and databases.” According to the French news site actu.fr , Kivimäki was arrested around 7 a.m.

Database 175

Database 175

AWS Machine Learning Blog

DECEMBER 14, 2023

The following is the sample code to schedule a SageMaker Processing job for a specified day, for example 2020-01-01, using the SageMaker SDK. store_parquet_metadata( path='s3://bucket/processed/table-name/', database="database_name", table="table_name", dataset=True, mode="overwrite", sampling=1.0, session.Session().region_name

ETL 122

ETL AWS ML ML 122

Smart Data Collective

JUNE 17, 2022

billion on marketing analytics in 2020. Now, those numbers are highly refined, narrowed by algorithms and databases, and processed by people with advanced degrees. Global companies spent over $2.83 This figure certainly increased in light of the pandemic, as digitization accelerated. Marketing has always been about numbers.

Data Analysis 145

Data Analysis Data Analysis Analytics Analytics 145

IBM Data Science in Practice

MARCH 8, 2023

VC Investment in AI firms rose from USD 3 billion in 2012 to close to USD 75 billion in 2020 This trend led to the proliferation of companies developing tools to address different pain points in the machine learning lifecycle. While this investment has driven progress and innovation in the field, it has also given rise to a new problem.

Machine Learning 264

Machine Learning Machine Learning ML ML 264

Smart Data Collective

JANUARY 14, 2021

Experts estimate that over 306 billion emails were sent every day during 2020. They may also lose track of certain contacts altogether, even though their email addresses and names are still stored in the database. Providing easily digestible summaries of email contents. That figure is expected to increase by 20% by 2024.

Big Data 133

Big Data Big Data Machine Learning Machine Learning 133

Smart Data Collective

JANUARY 26, 2021

Big data architecture lays out the technical specifics of processing and analyzing larger amounts of data than traditional database systems can handle. In 2020, it was estimated that each person generated 1.7 How Does Big Data Architecture Fit with a Translation Company? This means that it can be very useful for handling translations.

Big Data 141

Big Data Big Data Business Intelligence Business Intelligence 141

Flipboard

NOVEMBER 22, 2023

94-171) Noisy Measurement File (NMF) from United States Census Bureau 2010 Census Production Settings Demographic and Housing Characteristics (DHC) Demonstration Noisy Measurement File from United States Census Bureau 2010 Census Production Settings Redistricting Data (P.L.

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AWS Machine Learning Machine Learning ML 94

Tableau

JANUARY 27, 2021

With your input, we released more than 200 new capabilities across the Tableau platform in 2020. In 2020, we released some of the most highly-anticipated features in Tableau, including dynamic parameters , new data modeling capabilities , multiple map layers and improved spatial support, predictive modeling functions , and Metrics.

Tableau 102

Tableau Business Intelligence Business Intelligence Analytics 102

Tableau

DECEMBER 22, 2020

December 22, 2020 - 8:04pm. December 22, 2020. We’re also including support for spatial data from Amazon Redshift databases, and offline maps for Tableau Server, so you can use Tableau maps in any environment and connect to your location data directly from more data sources. . Ashwin Kumar. Senior Product Manager.

Tableau 105

Tableau Database Analytics Analytics 105

Mlearning.ai

DECEMBER 21, 2023

In May 2020, researchers in their paper “ Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks ” explored models which combine pre-trained parametric and non-parametric memory for language generation. Vectors are typically stored in Vector Databases which are best suited for searching. What is a Vector Database?

Database 94

Database AI AI Machine Learning 94

Dataconomy

MAY 8, 2024

With a comprehensive database that includes 250 symptoms and 700 abnormalities, Sonio Diagnostics supports medical professionals in delivering informed care and timely interventions, highlighting Sonio’s broader commitment to advancing prenatal health. According to Tracxn , Sonio has accumulated a total funding of $27.2 million.

AI 103

AI AI Deep Learning Deep Learning 103

AWS Machine Learning Blog

APRIL 19, 2024

We stored the embeddings in a vector database and then used the Large Language-and-Vision Assistant (LLaVA 1.5-7b) 7b) model to generate text responses to user questions based on the most similar slide retrieved from the vector database. OpenSearch Serverless is an on-demand serverless configuration for Amazon OpenSearch Service.

AWS 130

AWS ML ML Database 130

Tableau

DECEMBER 1, 2021

Chris had earned an undergraduate computer science degree from Simon Fraser University and had worked as a database-oriented software engineer. In 2004, Tableau got both an initial series A of venture funding and Tableau’s first EOM contract with the database company Hyperion—that’s when I was hired. Release v1.0

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Tableau ML ML Database 145

AssemblyAI

SEPTEMBER 26, 2023

In this approach, the LLM query retrieves relevant documents from a database and passes these into the LLM as additional context. for text in texts: text.metadata = {"audio_url": text.metadata["audio_url"]} Embed texts Next up we create embeddings for all of our texts and load them into a Chroma vector database.

Database 98

Database Python SQL Machine Learning 98