KDnuggets

JUNE 11, 2025

Instead of generating answers from parameters, the RAG can collect relevant information from the document. A retriever is used to collect relevant information from the document. Thanks to this retriever, instead of looking at the entire document, RAG will only search the relevant part. What is a retriever? Let’s consider this.

Data Science 99

Data Science Machine Learning Python SQL 99

The Pragmatic Engineer

MARCH 12, 2024

” They write the specification, code, tests it, and write the documentation. Edits documentation the chief programmer writes, and makes it production-ready. Code reviews reduce the need to pair while working on a task, allowing engineers to keep up with changes and learn from each other. The copilot. The editor.

Engineering 322

Engineering Programming Language Hospitality Programming 322

Snowflake

NOVEMBER 11, 2024

Conversational apps: Creating reliable, engaging responses for user questions is now simpler, opening the door to powerful use cases such as self-service analytics and document search via chatbots. For instance, if your documents are in multiple languages, an LLM with strong multilingual capabilities is key.

Unstructured Data 98

Unstructured Data SQL AWS Healthcare 98

KDnuggets

JUNE 9, 2025

Downloading files for months until your desktop or downloads folder becomes an archaeological dig site of documents, images, and videos. Features to include: Auto-categorization by file type (documents, images, videos, etc.) She enjoys reading, writing, coding, and coffee!

Python 106

Python Project Media Data Science 106

ProjectPro

JUNE 6, 2025

Click here to view a list of 50+ solved, end-to-end Big Data and Machine Learning Project Solutions (reusable code + videos) PyTorch 1.8 has introduced better features for code optimization, compilation, and front-ned apis for scientific computing. vs Tensorflow 2.x x in 2021 What's New in TensorFlow 2.x

Deep Learning 97

Deep Learning Machine Learning Programming Language Python 97

ProjectPro

JUNE 6, 2025

Source Code: E-commerce product reviews - Pairwise ranking and sentiment analysis. Source Code: Chatbot example application using python - text classification using nltk. The task is to have a document and use relevant algorithms to label the document with an appropriate topic.

Coding 49

Coding Project Building Medical 49

Snowflake

JUNE 12, 2025

It makes complex AI workflows accessible by enabling teams to analyze documents, images and other unstructured data formats using SQL. AI observability in Snowflake Cortex AI (generally available soon) enables no-code monitoring of generative AI apps.

Certification 97

Certification Unstructured Data Government SQL 97

The Pragmatic Engineer

NOVEMBER 9, 2023

What would you do if you learned your company is up to something illegal like stealing customer funds, or you’re asked to make code changes that will enable something illegal to happen, like misleading investors, or defrauding customers? Sign up to The Pragmatic Engineer to get articles like this earlier in your inbox.

Software Engineer 285

Software Engineer Software Engineering Engineering Coding 285

The Pragmatic Engineer

OCTOBER 10, 2023

However, Martin had not written a line of production code for the last four years, as he’s taken on the role of CEO, and heads up observability scaleup Chronosphere – at more than 250 people and growing. From learning to code in Australia, to working in Silicon Valley How did I learn to code?

Software Engineer 324

Software Engineer Software Engineering Architecture Media 324

KDnuggets

JUNE 10, 2025

Since DuckDB is an embedded database engine with no server requirements or external dependencies, setup typically takes just a few lines of code. You can find the complete installation guide in the official DuckDB documentation. You can go check the full code on the following GitHub repository.

Python 114

Python Data Science SQL Machine Learning 114

Snowflake

NOVEMBER 6, 2024

That type of volume can easily put a strain on the doctors, who not only serve the patients but also need to document each visit carefully — from summaries to diagnoses to medication orders. Its emergency departments get nearly 2 million visits per year, which amounts to more than 5,000 a day.

Hospitality 97

Hospitality Medical Government Software Engineer 97

ProjectPro

JUNE 6, 2025

When Glue receives a trigger, it collects the data, transforms it using code that Glue generates automatically, and then loads it into Amazon S3 or Amazon Redshift. You can produce code, discover the data schema, and modify it. Users can schedule ETL jobs, and they can also choose the events that will trigger them.

AWS 66

AWS Scala Metadata Data Lake 66

Snowflake

JANUARY 9, 2025

Claude's advanced language models will further enhance how developers can build agents that can run ad hoc analytics, extract answers from documents and other knowledge bases and execute other multistep workflows. Here is an example of what that looks like: Get started: Build a RAG-based document search app Claude 3.5 With Sonnet 3.5

Unstructured Data 97

Unstructured Data Government SQL Python 97

Christophe Blefari

MARCH 1, 2023

a macro — a macro is a Jinja function that either do something or return SQL or partial SQL code. ref / source macros — ref and source macros are the most important macros you'll use. ℹ️ I want to mention that the dbt documentation is one of the best tools documentation out there.

Data Warehouse 278

Data Warehouse SQL Metadata Raw Data 278

Netflix Tech

DECEMBER 19, 2024

A natural solution is to make flows configurable using configuration files, so variants can be defined without changing the code. Unlike parameters, configs can be used more widely in your flow code, particularly, they can be used in step or flow level decorators as well as to set defaults for parameters.

Machine Learning 87

Machine Learning Data Warehouse Project Coding 87

ProjectPro

JUNE 6, 2025

Get FREE Access to Machine Learning Example Codes for Data Cleaning, Data Munging, and Data Visualization Machine Learning Project Ideas on Computer Vision Face Recognition Face recognition is a non-trivial computer vision problem that recognises faces and clusters them under appropriate classes.

Machine Learning 52

Machine Learning Coding Project Deep Learning 52

ProjectPro

JUNE 6, 2025

Once the basic game is built, the Code Reviewer Agent steps in with granular control—checking for clean code, syntax issues, and best practices using integrated linting tools. Agents collaborate via shared memory and access external tools like Serper to fetch documentation or code examples on the fly.

Project 70

Project Building Recruitment Media 70

Netflix Tech

DECEMBER 17, 2024

Metric definitions are often scattered across various databases, documentation sites, and code repositories, making it difficult for analysts and data scientists to find reliable information quickly. Besides providing the end user with an instant answer in a preferred data visualization, LORE instantly learns from the users feedback.

Engineering 90

Engineering Entertainment Amazon Web Services Utilities 90

ProjectPro

JUNE 6, 2025

By incorporating Knowledge Graphs, RAG systems can overcome the limitations of data retrieval from multiple documents. Step 2: Creating a Knowledge Graph with LangChain and Neo4j The code snippet below demonstrates how to build a basic knowledge graph using sample data. These objects are added to the Neo4j database.

Building 52

Building Unstructured Data Database Datasets 52

Snowflake

JUNE 10, 2025

1] Snowpark now offers enhanced capabilities for bringing code to data securely and efficiently across languages, with expanded support across data integration, package management and secure connectivity. Users can ingest only the relevant parts of an XML document and receive structured tabular output for downstream processing.

Data Pipeline 83

Data Pipeline SQL Python Building 83

ProjectPro

JUNE 6, 2025

Natural language processing is a field of data science where problems involve working with text data, such as document classification, topic modeling , or next-word prediction. Next, use the code below to load data for both labels into a Pandas DataFrame. FAQs on Python NLTK What is NLTK in Machine Learning?

Building 66

Building Datasets Python Algorithm 66

Snowflake

JANUARY 28, 2025

Thats why we are announcing that SnowConvert , Snowflakes high-fidelity code conversion solution to accelerate data warehouse migration projects, is now available for download for prospects, customers and partners free of charge. And today, we are announcing expanded support for code conversions from Amazon Redshift to Snowflake.

Data Warehouse 88

Data Warehouse Professional Services SQL Coding 88

Snowflake

FEBRUARY 13, 2025

Snowflake has embraced serverless since our founding in 2012, with customers providing their code to load, manage and query data and us taking care of the rest. They can easily access multiple code interfaces, including those for SQL and Python, and the Snowflake AI & ML Studio for no-code development.

Management 90

Management Government Cloud Unstructured Data 90

Snowflake

APRIL 9, 2025

Its Snowflake Native App, Digityze AI, is an AI-powered document intelligence platform that transforms unstructured biomanufacturing documentation into structured, actionable data and manages the document lifecycle.

Pharmaceutical 98

Pharmaceutical Manufacturing Data Ingestion SQL 98

Cloudera

NOVEMBER 13, 2024

LLMs deployed as internal enterprise-specific agents can help employees find internal documentation, data, and other company information to help organizations easily extract and summarize important internal content. No-code, low-code, and all-code solutions. Increase Productivity.

Datasets 87

Datasets Machine Learning Coding AWS 87

ProjectPro

JUNE 6, 2025

Rapid Document Conversion This project aims to quickly and accurately convert the document to the desired format as selected by the user. Many of the document converters, such as PDF to word converters and others, are available online. You must have experienced the need to convert an HTML page/document into PDF format.

AWS 60

AWS Project Food Cloud Computing 60

The Pragmatic Engineer

SEPTEMBER 28, 2023

This person wrote up a neat document that was well thought out, and sent it around to other senior staff engineers. But there was a problem, this engineer took an existing document that other engineers had written a few months before, copy-pasted it, changed a few words, and presented it as their own work.

Software Engineer 312

Software Engineer Software Engineering Engineering Building 312

ProjectPro

JUNE 6, 2025

Suppose you want to learn to use AWS CloudFormation, a tool for defining and deploying infrastructure resources as code. You could read the documentation, watch videos, or take online courses to understand the theoretical concepts and syntax of CloudFormation. The code consists of the client code (Vue.js

AWS 61

AWS Project Medical Deep Learning 61

Snowflake

MARCH 12, 2025

After experiencing numerous data quality challenges, they created Anomalo, a no-code platform for validating and documenting data warehouse information. Anomalo was founded in 2018 by two Instacart alumni, Elliot Shmukler and Jeremy Stanley. While working together, they bonded over their shared passion for data.

Unstructured Data 93

Unstructured Data High Quality Data Banking Machine Learning 93

ProjectPro

JUNE 6, 2025

Code Repository : The data and code repository has to be selected such that it fits into the MLOps stack being used, especially if it is on the cloud ML Pipeline : Similar to data pipelines, ML pipelines help carry the state of the machine learning project from data to ML output. The source code for inspiration can be found here.

Project 66

Project Amazon Web Services Machine Learning Data Science 66

Snowflake

NOVEMBER 11, 2024

SnowConvert is an easy-to-use code conversion tool that accelerates legacy relational database management system (RDBMS) migrations to Snowflake. Florida State University has been using Document AI to efficiently extract data from PDFs and third-party sources, which simplifies data auditing and eliminates weeks’ worth of manual effort.

Data Architecture 105

Data Architecture Architecture Data Lake Kafka 105

Cloudyard

JANUARY 15, 2025

Traditionally, this function is used within SQL to extract structured content from documents. This blog explores how you can leverage the power of PARSE_DOCUMENT with Snowpark, showcasing a use case to extract, clean, and process data from PDF documents. Why Use PARSE_DOC? Why Use PARSE_DOCUMENT ? policy holder name, policy number).

Data Cleanse 52

Data Cleanse Insurance Raw Data Unstructured Data 52

KDnuggets

JUNE 11, 2025

Claude Desktop I really enjoy using Claude Desktop because it makes it easy to view and interact with code in dynamic ways. Claude Code The moment I tried Claude Code with Claude Opus 4, I was impressed by how well it understands your requirements and code, producing almost bug-free results.

Data Science 78

Data Science Machine Learning Telecommunication Python 78

ProjectPro

JUNE 6, 2025

A problem that takes over 30 lines to solve with Keras can be solved in only five lines of code with FastAI. Dataset: Kaggle Chest X-Ray Images Tools and Libraries: FastAI, ResNet50, TensorFlow, Python Get FREE Access to Machine Learning Example Codes for Data Cleaning, Data Munging, and Data Visualization 8.

Project 98

Project Datasets Deep Learning Python 98

databricks

JUNE 11, 2025

Modern development workflow : Branching a database should be as easy as branching a code repository, and it should be near instantaneous. At zero, the cost of the lakebase is just the cost of storing the data on cheap data lakes. Product December 12, 2024 / 4 min read Making AI More Accessible: Up to 80% Cost Savings with Meta Llama 3.3

Entertainment 81

Entertainment Data Lake Manufacturing Retail 81

Snowflake

JANUARY 28, 2025

Thats why we are announcing that SnowConvert , Snowflakes high-fidelity code conversion solution to accelerate data warehouse migration projects, is now available for download for prospects, customers and partners free of charge. And today, we are announcing expanded support for code conversions from Amazon Redshift to Snowflake.

Data Warehouse 75

Data Warehouse Professional Services SQL Data 75

Snowflake

MARCH 31, 2025

See more details in the documentation. See more details in the documentation. "I am able to run my code without worrying about it timing out or variables being forgotten. Optimized data ingestion APIs that offer efficient materialization of Snowflake tables as pandas or PyTorch DataFrames.

Healthcare 96

Healthcare Medical Government Food 96