Knowledge Hut

JANUARY 28, 2024

The change control process is a crucial aspect of project management intended to manage and regulate changes made to the project plan, schedule, and budget. These change control process steps are planning, analyzing, approval, testing, implementing, and closing. The change request kickstarts the process of change control.

Process 98

Process Project Designing Pharmaceutical 98

Analytics Vidhya

JANUARY 30, 2023

Whether we are analyzing IoT data streams, managing scheduled events, processing document uploads, responding to database changes, etc. Azure functions allow developers […] The post How to Develop Serverless Code Using Azure Functions? appeared first on Analytics Vidhya.

Coding 237

Coding Database Management Process 237

Christophe Blefari

MARCH 1, 2023

ℹ️ I want to mention that the dbt documentation is one of the best tools documentation out there. You just have to understand that there is the reference part which is the detailed documentation of function or configuration and there is the documentation part which is more about concepts and tutorials.

Data Warehouse 278

Data Warehouse SQL Metadata Raw Data 278

Knowledge Hut

APRIL 26, 2024

The product development process is just as vital as product management; both seem similar but have subtle variances. Product development focuses on the creation of a product, whereas The entire process is overseen by product management. What Is the Product Development Process? It involves seven product development process steps.

Process 98

Process Manufacturing Retail Electronics 98

The Pragmatic Engineer

SEPTEMBER 28, 2023

So we had a quarterly planning process to ensure all project dependencies were incorporated into each team’s roadmap. This person wrote up a neat document that was well thought out, and sent it around to other senior staff engineers. And it got worse. But priorities changed frequently and – surprise, surprise!

Software Engineer 278

Software Engineer Software Engineering Engineering Building 278

Tweag

JUNE 7, 2023

The availability of deep learning frameworks like PyTorch or JAX has revolutionized array processing, regardless of whether one is working on machine learning tasks or other numerical algorithms. However, writing high-performance array processing code in Haskell is still a non-trivial endeavor. But let’s give it a try anyway.

Process 112

Process Coding Python Deep Learning 112

Data Engineering Podcast

OCTOBER 29, 2023

In this episode Tanya Bragin shares her experiences as a product manager for two major vendors and the lessons that she has learned about how teams should approach the process of tool selection. In recent years the selection of database products has exploded, making the critical decision of which engine(s) to use even more difficult.

Database 189

Database BI SQL Machine Learning 189

Snowflake

JULY 25, 2024

Snowflake Cortex Search, a fully managed search service for documents and other unstructured data, is now in public preview. The service automatically indexes and embeds your data in an incremental fashion, meaning it only processes changed rows from the underlying data source.

Unstructured Data 125

Unstructured Data Metadata Government SQL 125

DoorDash Engineering

FEBRUARY 27, 2024

Two primary aspects of that search engine were causing the trouble: its document-replication mechanism and its lack of support for complex document relationships. We designed the index to store multiple types of documents with relations between them. Our analysis identified Elasticsearch as our architecture’s primary bottleneck.

Engineering 130

Engineering Systems Designing Architecture 130

dbt Developer Hub

APRIL 19, 2023

Close alignment with actual business processes : Business processes and metrics are modeled and calculated as part of dimensional modeling. Part 2: Identify the business process ​ Now that you’ve set up the dbt project, database, and have taken a peek at the schema, it’s time for you to identify the business process.

Building 145

Building PostgreSQL BI Database 145

Tweag

MAY 1, 2024

tl;dr You may not believe it, but Nix documentation is getting better. Table of contents Overview Motivation Statistics Retrospective Thoughts on future work Acknowledgements Overview This is a retrospective of my and many other people’s work on documentation in the Nix ecosystem between October 2022 and March 2024.

Architecture 110

Architecture Project Coding Designing 110

Snowflake

MAY 7, 2024

Document chatbots. Their knowledge was contained in more than 700,000 pages of private R&D documents. Using a RAG-based architecture that combines Cortex and Streamlit in Snowflake, the team has built a document chatbot. Ready to build your own document chatbot in Snowflake? Daily limits apply.

Government 124

Government SQL Data Security Accessible 124

LinkedIn Engineering

DECEMBER 19, 2023

Co-authors: Max Kanat-Alexander and Grant Jenks Today we are open-sourcing the LinkedIn Developer Productivity & Happiness Framework (DPH Framework) - a collection of documents that describe the systems, processes, metrics, and feedback systems we use to understand our developers and their needs internally at LinkedIn.

Data Schemas 121

Data Schemas Software Engineer Software Engineering Designing 121

Data Engineering Weekly

MAY 3, 2024

However, modern Notebooks like Databricks seamlessly integrate with Git to build pull requests and code review processes. Enough tooling and ecosystems are available to build a CI/ CD process and an environment-specific build and deploy model. Interactive Development The data asset building is an interactive process.

Programming Language 117

Programming Language ETL Tools Data Pipeline Coding 117

Snowflake

JUNE 5, 2024

Addressing a lack of in-house AI expertise and simplifying AI processes can make adoption easier. Cortex Search (public preview soon): Quickly and securely find information by asking questions within a given set of enterprise documents using the state-of-the-art Arctic embed model. That’s where Snowflake comes in.

Coding 103

Coding Building Management Government 103

Snowflake

JUNE 5, 2024

In April 2024, Snowflake customers ran approximately 55 million queries in Snowpark on average each day for a spectrum of large-scale data processing tasks in data engineering and data science. pandas is the go-to data processing library for millions worldwide, including countless Snowflake users.

Python 122

Python Programming Language Government SQL 122

Snowflake

NOVEMBER 11, 2024

Here’s how Snowflake Cortex AI and Snowflake ML are accelerating the delivery of trusted AI solutions for the most critical generative AI applications: Natural language processing (NLP) for data pipelines: Large language models (LLMs) have a transformative potential, but they often batch inference integration into pipelines, which can be cumbersome.

Unstructured Data 92

Unstructured Data SQL AWS Healthcare 92

Knowledge Hut

FEBRUARY 28, 2024

The learning is a continuous process; the following often committed 7 mistakes by business analysts will help you improve your performance: 7 Common Mistakes You Need To Avoid: 1. Before understanding the stakeholders’ requirements, initiating the process designing may harm the project’ success.

Business Analyst 98

Business Analyst Data Science Project Designing 98

The Pragmatic Engineer

AUGUST 22, 2023

Each project typically takes several years to create, with shifting hardware specifications and emerging competitors and trends to anticipate and react to, during the process. Perhaps unsurprisingly, this whole process was heavily affected by the global health crisis and the need to work from home. Prototype vs final version.

Software Engineer 206

Software Engineer Software Engineering Consulting Entertainment 206

Snowflake

NOVEMBER 1, 2023

Text Summarization (in private preview): Summarize long documents for faster consumption. With the initial release, you will be able to find tables, views, databases, schemas, Marketplace data products, and Snowflake documentation articles. Figure 4 – Quickly extract data from documents with Document AI.

Unstructured Data 121

Unstructured Data SQL Python Accessible 121

Snowflake

APRIL 20, 2023

Protecting sensitive or proprietary data such as source code, PII, internal documents, wikis, code bases, and other sensitive data sets, along with prompts, used to contextualize the LLMs is particularly important. Figure 1: Visual Question Answering Challenge data types and results.

Building 130

Building Unstructured Data Government Coding 130

Snowflake

JUNE 20, 2024

In the age of AI, enterprises are increasingly looking to extract value from their data at scale but often find it difficult to establish a scalable data engineering foundation that can process the large amounts of data required to build or improve models. Snowflake customers see an average of 4.6x Understand the readiness scores.

Data Engineering 105

Data Engineering Data Engineer Scala Engineering 105

Data Engineering Podcast

NOVEMBER 19, 2023

I especially like the ability to combine your technical diagrams with data documentation and dependency mapping, allowing your data engineers and data consumers to communicate seamlessly about your projects. What new lessons did you learn about dbt in the process of writing the book? What motivated you to invest that time and effort?

Project 147

Project Data Lake High Quality Data SQL 147

Lyft Engineering

JUNE 28, 2023

While several teams were using streaming data in their Machine Learning (ML) workflows, doing so was a laborious process, sometimes requiring weeks or months of engineering effort. The steep learning curve for developers when using streaming which required detailed documentation. We called this the Open Beta phase of the project.

Machine Learning 117

Machine Learning Building Kafka Metadata 117

Scott Logic

DECEMBER 17, 2023

In this blog post, I will explore the intricacies of this cost challenge and outline the strategic measures we undertook to streamline our test suite, thereby reducing expenses and optimizing our testing processes. Second, it would pinpoint exactly which component was failing, thereby simplifying the debugging process.

Project 96

Project Algorithm Process Utilities 96

Snowflake

JUNE 13, 2024

With other ingestion improvements and our new database connectors, we are smoothing out the data ingestion process, making it radically simple and efficient to bring data to Snowflake. COPY INTO now supports use cases for unstructured data with the new ingestion capabilities for Document AI (generally available soon).

Data Ingestion 104

Data Ingestion MySQL PostgreSQL Data Pipeline 104

Marc Lamberti

OCTOBER 20, 2023

A template engine is a library that combines templates with data models to produce documents. To know if you can use templating or not, you must look at… the documentation Let’s retake the BashOperator. I prefer checking the code instead of the documentation, but it is up to you. Here is a template: <!doctype

SQL 130

SQL Python Coding Metadata 130

Data Engineering Podcast

JULY 23, 2023

Summary Real-time data processing has steadily been gaining adoption due to advances in the accessibility of the technologies involved. Hex also has AI built directly into the workflow to help you generate, edit, explain and document your code. What was your decision process for building Dozer as open source?

Building 130

Building Machine Learning SQL Python 130

Edureka

FEBRUARY 8, 2023

How to Sign Up for ChatGPT to Code Streamlining the implementation process for ChatGPT ChatGPT for Developers Revolutionizing Programming with ChatGPT Chatbots: The Advantages ChatGPT vs Traditional Coders The future of coding with ChatGPT What is ChatGPT? .” Streamlining the implementation process for ChatGPT Fig.7 ” Fig.6

Coding 130

Coding Deep Learning Programming Java 130

Snowflake

MARCH 5, 2024

To reduce these AI hallucinations, LLMs can be combined with private data sets via processes that either don’t require LLM customization (such as prompt engineering or retrieval augmented generation) or that do require customization (like fine-tuning or retraining).

Government 111

Government Data Preparation AWS Data Governance 111

Knowledge Hut

MAY 21, 2024

This document outlines the project's goals and how everyone involved will work together to achieve them. A project charter is a document that serves as an agreement between the project manager, sponsor, and key stakeholders. This document will outline the project's scope, objectives, and goals in more detail.

Project 98

Project IT Certification Consulting 98

The Pragmatic Engineer

OCTOBER 31, 2023

We are still working on processing the backlog of asynchronous Lambda invocations that accumulated during the event, including invocations from other AWS services (such as SQS and EventBridge). As of 3:37 PM PDT, the backlog was fully processed. We are continuing to work to fully recover all services.

AWS 257

AWS Google Cloud Cloud Engineering 257

Cloudera

NOVEMBER 15, 2024

Enterprise organizations collect massive volumes of unstructured data, such as images, handwritten text, documents, and more. They also still capture much of this data through manual processes. This is ideal for digitizing personal notes, historical records, and even legal documents.

Machine Learning 85

Machine Learning Unstructured Data Project Database 85

Snowflake

FEBRUARY 5, 2024

But traditional data management systems struggle to store and process vast troves of unstructured data — ranging from emails and social media posts to scanned documents, video and audio recordings. The possibilities are endless.

Unstructured Data 116

Unstructured Data Banking Government Insurance 116

Knowledge Hut

SEPTEMBER 24, 2024

The process through which programmers make various computer programs is called software development. A software developer has a three-sixty-degree approach to the processes and techniques required for the software to work correctly. Run your search using keywords. Linx If you search for low code IDE and server, Linx is the one for you.

Electronics 98

Electronics MongoDB SQL Java 98

Knowledge Hut

MAY 2, 2024

Who Owns and Documents User Stories? Anybody who has clarity on the requirement can add details, usually, if there is a Business Analyst in the team, they would document requirements, and in other teams the team member documents them. These may be documented for final verification however cannot implement as a separate story.

Business Analyst 98

Business Analyst Project Certification Management 98

Knowledge Hut

MAY 6, 2024

But the spirit of old processes stays with them. Or sometimes, design documents are added as deliverables instead of treating them as artifacts and sprints are planned around design documents due to a poor understanding of Agile. It is important not just to train the employees but also the customers in this process.

Finance 98

Finance Certification Recruitment Project 98