AWS Machine Learning Blog

NOVEMBER 20, 2024

Whether it’s structured data in databases or unstructured content in document repositories, enterprises often struggle to efficiently query and use this wealth of information. The solution combines data from an Amazon Aurora MySQL-Compatible Edition database and data stored in an Amazon Simple Storage Service (Amazon S3) bucket.

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Database AWS SQL ETL 111

Data Science Dojo

FEBRUARY 25, 2025

Step 1: Download Ollama Download Ollama on Windows This will help us abstract out the technicalities of running the model and make our work easier. PDFs are read, chunked, and stored in a vector database. Math-7B Qwen2.5 32B Llama-3.1-8B 8B Llama-3.3-70B-Instruct How to Run DeepSeek’s Distilled Models on Your Own Laptop?

AI 235

AI AI Data Governance Artificial Intelligence 235

Analytics Vidhya

MARCH 5, 2023

S3 provides a simple web interface for uploading and downloading data and a powerful set of APIs for developers to integrate S3. It stores and retrieves large amounts of data, including photos, movies, documents, and other files, in a durable, accessible, and scalable manner.

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AWS Analytics Analytics Data Engineer 329

Dataconomy

JANUARY 31, 2025

DeepSeek, the trending Chinese artificial intelligence (AI) startup, recently exposed one of its databases on the internet, potentially allowing unauthorized access to sensitive data. The exposed ClickHouse database provided full control over its operations, according to Wiz security researcher Gal Nagli. com:9000 and dev.deepseek[.]com:9000,

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Database SQL Artificial Intelligence Artificial Intelligence 113

Hacker News

FEBRUARY 2, 2025

Download and parse data from Garmin Connect or a Garmin watch, FitBit CSV, and MS Health CSV files into and analyze data in Sqlite serverless databases with Jupyter notebooks. tcgoetz/GarminDB

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Database 155

Hacker News

APRIL 18, 2024

This week, the Overture Maps Foundation released a handy command-line tool for downloading a subset of the Overture dataset. Usage is simple:

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Database 116

Dataconomy

SEPTEMBER 16, 2024

The SQL language, or Structured Query Language, is essential for managing and manipulating relational databases. It was designed to retrieve and manage data stored in relational databases. This versatile programming language is widely used by database administrators, developers, and data analysts.

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SQL Database Data Analyst Database Administration 103

Towards AI

APRIL 29, 2024

I’m writing a book on Retrieval Augmented Generation (RAG) for Wiley Publishing, and vector databases are an inescapable part of building a performant RAG system. I selected Qdrant as the vector database for my book and this series. We won’t use them for the first several blogs in this series.

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Database Clustering Python AI 105

Precisely

JANUARY 9, 2024

Uniqueness Is this the only instance in which this information appears in the database? If, on the other hand, you have a database of prospective customers who registered on your website using a fake phone number such as (111) 111-1111, then you’re missing some important information that could be useful. Robertson” and “Dan A.

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Data Quality Database Data Governance Analytics 98

Data Science Dojo

OCTOBER 2, 2023

You can also upload and download files to and from ChatGPT with this feature. It provides access to a vast database of scholarly articles and books, as well as tools for literature review and data analysis. With Code Interpreter, you can perform tasks such as data analysis, visualization, coding, math, and more.

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Data Science Machine Learning Machine Learning Data Analysis 497

ODSC - Open Data Science

MARCH 8, 2023

Data is scaling at an incredible rate, making databases more critical than ever to keep things running smoothly. Yet, as businesses have turned to databases on a large scale, they’ve quickly become the target of hacking attempts, phishing schemes, or brute force attacks. That’s where database security comes in.

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Database Data Science SQL Database Administration 98

AWS Machine Learning Blog

JANUARY 24, 2024

We demonstrate how to build an end-to-end RAG application using Cohere’s language models through Amazon Bedrock and a Weaviate vector database on AWS Marketplace. The user query is used to retrieve relevant additional context from the vector database. The retrieved context and the user query are used to augment a prompt template.

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AWS Machine Learning Blog

DECEMBER 6, 2023

In this blog post, we’ll explore how to deploy LLMs such as Llama-2 using Amazon Sagemaker JumpStart and keep our LLMs up to date with relevant information through Retrieval Augmented Generation (RAG) using the Pinecone vector database in order to prevent AI Hallucination. Sign up for a free-tier Pinecone Vector Database.

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Database AWS ML ML 123

Dataconomy

JUNE 5, 2023

It offered a wide range of content that was easy to find and download. Also, keep in mind that downloading copyrighted content is illegal, although torrenting is not. It enables users to download and exchange files using the peer-to-peer BitTorrent protocol, which distributes data among numerous nodes.

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Database 182

IBM Data Science in Practice

JANUARY 13, 2025

The source data is unstructured JSON, while the target is a structured, relational database. In the past year, the serverless pipelines were constrained by the size of the source database. Database size limits of 10GB. Loading huge Databases requires manualslicing. No parallel processing. Hosted Query EngineLimits.

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AWS Machine Learning Blog

SEPTEMBER 13, 2023

Amazon Comprehend creates a JSON formatted output that needs to be transformed and processed into a database format using AWS Glue. This file needs to be download and converted to a non-compressed format. You can download an object from the data folder or S3 bucket using the Amazon S3 console. Choose Add database.

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AWS Database ML ML 127

PyImageSearch

DECEMBER 23, 2024

Or think about a real-time facial recognition system that must match a face in a crowd to a database of thousands. Imagine a database with billions of samples ( ) (e.g., So, how can we perform efficient searches in such big databases? Download the code! Looking for the source code to this post? Thakur, eds.,

K-nearest Neighbors 115

K-nearest Neighbors Algorithm Deep Learning Deep Learning 115

Flipboard

MARCH 17, 2025

Jump Right To The Downloads Section Introduction to FastAPI Python What Is FastAPI? Built-in Dependency Injection FastAPI provides a powerful dependency injection system, making it easy to manage shared resources like databases, authentication services, and configuration settings. Download the code! Thakur, eds.,

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Python Deep Learning Deep Learning Machine Learning 153

Hacker News

JUNE 1, 2023

What we know so far Mobile device backups contain a partial copy of the filesystem, including some of the user data and service databases. The timestamps of the files, folders and the database records allow to roughly reconstruct the events happening to the device. The analysis of the final payload is not finished yet. WWAN OUT: 6502.0

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Database Python 182

AWS Machine Learning Blog

DECEMBER 24, 2024

source env_vars After setting your environment variables, download the lifecycle scripts required for bootstrapping the compute nodes on your SageMaker HyperPod cluster and define its configuration settings before uploading the scripts to your S3 bucket. script to download the model and tokenizer. architectures/5.sagemaker-hyperpod/LifecycleScripts/base-config/

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AWS Clustering Deep Learning Deep Learning 105

Dataconomy

SEPTEMBER 11, 2023

With its easy-to-use interface and big database, you can find many different words or sayings in movies. This account not only enables you to pick up where you left off but also offers the convenience of downloading and bookmarking your favorite phrases. Are you looking for movie scenes with a specific sentence or a saying?

Artificial Intelligence 184

Artificial Intelligence Artificial Intelligence Database AI 184

Pickl AI

NOVEMBER 4, 2024

Summary: This article provides a comprehensive overview of ODBC types, explaining their significance in database connectivity. Understanding these types helps developers choose the right driver for their applications, ensuring optimal performance and compatibility with different database systems. What is ODBC?

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Database SQL Data Science Artificial Intelligence 52

AWS Machine Learning Blog

DECEMBER 4, 2024

They have structured data such as sales transactions and revenue metrics stored in databases, alongside unstructured data such as customer reviews and marketing reports collected from various channels. Download all three sample data files. Import the API schema from the openapi_schema.json file that you downloaded earlier.

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AWS AI AI SQL 106

Data Science Dojo

MAY 22, 2023

The library also integrates with vector databases and has memory capabilities to retain the state between calls, enabling more advanced interactions. Embeddings Here, the OpenAIEmbeddings function is used to download embeddings, which are vector representations of the text data.

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Natural Language Processing Python Database 273

Hacker News

FEBRUARY 28, 2024

The file that Doug ran is a simple Apple Script (file extension “ scpt”) that downloads and executes a malicious trojan made to run on macOS systems. But Doug does still have a copy of the malicious script that was downloaded from clicking the meeting link (the online host serving that link is now offline).

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Database 181

AWS Machine Learning Blog

NOVEMBER 15, 2024

Traditionally, RAG systems were text-centric, retrieving information from large text databases to provide relevant context for language models. First, it enables you to include both image and text features in a single database and therefore reduces complexity. jpg") or doc.endswith(".png")) b64encode(fIn.read()).decode("utf-8")

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AWS Computer Science Computer Science Database 108

Hacker News

FEBRUARY 7, 2024

A few months ago, the search engine expanded its offering by making available data from OCLC’s proprietary WorldCat database. Instead, it links to third-party sources and offers torrent downloads. TB of WorldCat® data available for public download through its torrents,” OCLC writes. .

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Data Scientist Database AI AI 167

Towards AI

JANUARY 27, 2023

To that end, I started picking up more responsibilities such as managing databases both SQL and NoSQL. He mentioned that his team was trying to download business reports. The majority of the downloads were failing, or downloads were very slow and this was impacting his team’s efficiency and leading to job dissatisfaction every day.

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Exploratory Data Analysis Data Analysis Data Analysis EDA 97

Towards AI

FEBRUARY 3, 2025

app downloads, DeepSeek is growing in popularity with each passing hour. Integration Layer: Its API-first design ensures compatibility with everything from hospital databases to retail CRMs, freeing hospitals from costly infrastructure overhauls. However, DeepSeek AI is taking a different direction than the current AI Models.

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AI AI Natural Language Processing Artificial Intelligence 125

AWS Machine Learning Blog

DECEMBER 11, 2024

We work backward from the customers business objectives, so I download an annual report from the customer website, upload it in Field Advisor, ask about the key business and tech objectives, and get a lot of valuable insights. I then use Field Advisor to brainstorm ideas on how to best position AWS services.

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AWS Database AI AI 105

AWS Machine Learning Blog

APRIL 16, 2024

For example, you can visually explore data sources like databases, tables, and schemas directly from your JupyterLab ecosystem. After you have set up connections (illustrated in the next section), you can list data connections, browse databases and tables, and inspect schemas. This new feature enables you to perform various functions.

SQL 122

SQL AWS Database Data Scientist 122

Hacker News

JULY 12, 2024

AT&T also acknowledged the customer records were exposed in a cloud database that was protected only by a username and password (no multi-factor authentication needed). In a regulatory filing with the U.S. “Which makes me wonder what would call logs without timestamps or names have been used for.”

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Database Cloud Data 181

AWS Machine Learning Blog

NOVEMBER 14, 2024

In this post, we save the data in JSON format, but you can also choose to store it in your preferred SQL or NoSQL database. After uploading, you can set up a regular batch job to process these invoices, extract key information, and save the results in a JSON file. Defaults to "". endswith('.pdf'):

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AWS Python AI AI 109

Data Science Dojo

JUNE 14, 2023

You can download Pegasus using pip with simple instructions. The transformer is trained on a large database of text, such a database is called a “corpus”. We will check out a few different libraries and as such different transformers that are used nowadays for paraphrasing text. 1. Here’s how it works for paraphrasing.

Machine Learning 195

Machine Learning Machine Learning Algorithm AI 195

Data Science Dojo

JUNE 14, 2023

You can download Pegasus using pip with simple instructions. The transformer is trained on a large database of text, such a database is called a “corpus”. We will check out a few different libraries and as such different transformers that are used nowadays for paraphrasing text. 1. Here’s how it works for paraphrasing.

Machine Learning 195

Machine Learning Machine Learning Algorithm AI 195

Data Science Dojo

JUNE 14, 2023

You can download Pegasus using pip with simple instructions. The transformer is trained on a large database of text, such a database is called a “corpus”. We will check out a few different libraries and as such different transformers that are used nowadays for paraphrasing text. 1. Here’s how it works for paraphrasing.

Machine Learning 195

Machine Learning Machine Learning Algorithm AI 195