Tue.May 21, 2024

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Enable stakeholder data access with Text-to-SQL RAGs

Start Data Engineering

1. Introduction 2. TL;DR 3. Enabling Stakeholder data access with RAGs 3.1. Set up 3.1.1. Pre-requisite 3.1.2. Demo 3.1.3. Key terminology 3.2. Loading: Read raw data and convert them into LlamaIndex data structures 3.2.1. Read data from structured and unstructured sources 3.2.2. Transform data into LlamaIndex data structures 3.3. Indexing: Generate & store numerical representation of your data 3.

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10 GitHub Repositories to Master Data Engineering

KDnuggets

Learn data engineering through free courses, tutorials, books, tools, guides, roadmaps, practice exercises, projects, and other resources.

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Announcing Mosaic AI Vector Search General Availability in Databricks

databricks

Following the announcement we made around a suite of tools for Retrieval Augmented Generation, today we are thrilled to announce the general availability.

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A Guide to Working with SQLite Databases in Python

KDnuggets

Get started with SQLIte databases in Python using the built-in sqlite3 module.

Database 143
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Apache Airflow® Best Practices for ETL and ELT Pipelines

Whether you’re creating complex dashboards or fine-tuning large language models, your data must be extracted, transformed, and loaded. ETL and ELT pipelines form the foundation of any data product, and Airflow is the open-source data orchestrator specifically designed for moving and transforming data in ETL and ELT pipelines. This eBook covers: An overview of ETL vs.

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Snowflake Expands Partnership with Microsoft to Improve Interoperability Through Apache Iceberg

Snowflake

Today we’re excited to announce an expansion of our partnership with Microsoft to deliver a seamless and efficient interoperability experience between Snowflake and Microsoft Fabric OneLake, in preview later this year. This will enable our joint customers to experience bidirectional data access between Snowflake and Microsoft Fabric, with a single copy of data with OneLake in Fabric.

Metadata 126
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How to Fine-Tune BERT for Sentiment Analysis with Hugging Face Transformers

KDnuggets

Find out how to fine-tune BERT for sentiment analysis with Hugging Face Transformers. No unnecessary nonsense, just what you need.

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Be Part of The AI Con USA 2024 with a Free Virtual Pass

KDnuggets

The countdown is on, it’s only 2 weeks until AI Con USA.

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Snowflake Ventures Invests in Anvilogic to Redefine SIEM for Enterprises with Multi-Data Platform Flexibility and Gen AI at 80% Cost Savings

Snowflake

With the accelerated pace of AI innovation, cybersecurity organizations are looking for new ways to empower their team members and automate security operations. Cybersecurity teams increasingly use the Data Cloud to unify security data in a scalable analytics platform to improve threat detection and response. At the same time, most enterprises have invested in monolithic security information and event management (SIEM) platforms that they can’t easily move away from without a major disruption of

Data Lake 106
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Importance of a Project Charter and Its Benefits

Knowledge Hut

When it comes to IT projects, the first step is always creating a project charter. This document outlines the project's goals and how everyone involved will work together to achieve them. The importance of project charter cannot be overlooked. It helps ensure everyone is on the same page and knows what they're working towards. By having a clear plan in place from the start, everyone involved can stay focused on what's essential and prevent unforeseen surprises.

Project 98
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Robinhood Launches the Lowest Margin Rates Among Leading Brokerages

Robinhood

Robinhood’s new margin rates vary based on a customer’s margin balance, with rates ranging from 5.7% to 6.75% Robinhood is making a major shift in how we offer margin investing to better serve our customers on their financial journey. Today, we’re excited to launch the lowest margin rates among leading brokerages,* now offering rates ranging from 5.7% to 6.75%.

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Apache Airflow®: The Ultimate Guide to DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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How to Check Whether Your Agile Process is on the Wrong Track

Knowledge Hut

Today, Agile is a real buzzword and every person involved in software development knows what it means. The Agile project management methodology has literally revolutionized software development, making it faster, better, and more cost-effective. The key principles of Agile bring benefits to investors (better ROI), development teams (streamlined workflow), and end-users (high-quality products).

Process 98
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Introducing Confluent Cloud OpenSearch Sink Connector

Confluent

Confluent’s OpenSearch Sink Connector lets you easily send events to AWS OpenSearch and others—enabling fraud detection, log analytics, social media monitoring & GenAI w/RAG.

Cloud 75
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5 Scrum Tips That Actually Work

Knowledge Hut

The digital world is evolving at a breathtaking speed with new technologies and trends emerging every year. Concepts that used to be brand-new and cutting-edge yesterday, become obsolete and ineffective today. The traditional project management method (usually called “the Waterfall model”) turned out to be inefficient for web development. Obviously, there was a strong demand for a new planning method, and that’s how Lean Approach was created.

Coding 98
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What’s new for ArcGIS Production Mapping in ArcGIS Pro 3.3

ArcGIS

Check out what's new for the ArcGIS Production Mapping extension at the ArcGIS Pro 3.3 release. Enhancements include a new surround element.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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10 Best Laptops for Data Science [with Features]

Knowledge Hut

It would be helpful to know which laptops are most suited for your needs if you're a data scientist looking for the perfect one for your work. You have several options, but which is the best laptop for data science that satisfies all of your needs and demands? Reading through details and evaluations could take hours. Data science laptop requirements include a responsive OS, a quick CPU, and enough storage for balanced performance to deal with various data types and insights.

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Color connotations and associations

ArcGIS

Colors affect how people think and feel about your map. These two short videos explain how to use color more effectively in map design.

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Choosing Between UI/UX Designer vs Front end Developer

Knowledge Hut

The average salary for a UI/UX Designer is $73,000 (Source:Indeed.com) compared to the average salary of a Front End Developer which is $62,000. When it comes to landing your dream job in the tech industry, making the right decision on which role to pursue is crucial. Almost every business today has a website. Websites are necessary for businesses to stay competitive and reach new customers.

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Introducing the 3D Workflow Website

ArcGIS

Learn about new capabilities in 3D that you can utilize with the 3D Workflows website.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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How to Build a Chatbot Using Retrieval Augmented Generation (RAG)

Rockset

Overview In this guide, you will: Gain a foundational understanding of RAG, its limitations and shortcomings Understand the idea behind Self-RAG and how it could lead to better LLM performance Learn how to utilize OpenAI API (GPT-4 model) with the Rockset API suite (vector database) along with LangChain to perform RAG (Retrieval-Augmented Generation) and create an end-to-end web application using Streamlit Find an end-to-end Colab notebook that you can run without any dependencies on your local

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The Increasing Role and Importance of Scrum Masters

Knowledge Hut

The presence of an experienced and skilled Scrum Master is an important part of the success of Scrum teams. He is responsible for overseeing the correct implementation of the Scrum Framework and ensures effective product delivery by his team. This article throws light on the role and importance of Scrum Masters in context to prevailing job markets. Increasing use and popularity of Scrum The Scrum Framework is fast becoming an indispensable component for projects involving agile methodology.

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How to Check PRINCE2 Certification Online?

Knowledge Hut

If you work in Project Management or have always wanted to work in this growing domain, you've wondered what steps you need to take to get certified to progress in your career. PRINCE2 certification check is highly regarded in the profession and demonstrates to employers your mastery of essential project management ideas and how to apply them across the project management lifecycle.

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Do You Have Your Agile GPS Handy?

Knowledge Hut

Once I was driving late at night after attending a wedding of my office colleague and had a team mate to drop who lived in the meandering by lanes of Najafgarh. It was Delhi winter season (around 1am) and people who are familiar know the dense & foggy conditions during this time. After taking circuitous lanes, we finally reached his place. Alas, on my back I forgot the route because of both an unfamiliar suburb and misty conditions.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Project Management Acceptance Criteria:Types, Examples and Benefits

Knowledge Hut

Project management is the crucial aspect that decides the success or failure of project delivery. It is an elaborate process that a project manager chooses to ensure everything from start to end during the project completion phase happens smoothly. Whether the team gets assigned to develop software or a website, the process has to get completed in phases.

Project 52
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What's New In SAFe® 4.5

Knowledge Hut

The latest version of Scaled Agile Framework (SAFe®) has come out last week on 22 nd June as SAFe® 4.5. There are various changes rolled out in SAFe® 4.5 release where many are cosmetics (new and better menu structure, less cluttered Big Picture and so on), however, the four major changes which deserves attention and review are :- Essential SAFe® and Configurability We have been experiencing one common pain point from various SAFe® Implementations as its deemed inability to ‘best fit’ per organi

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A Brief Guide on S-Curve in Project Management

Knowledge Hut

S-curve in Project Management: Business decisions are based on numerous computations and shifting variables. It has always been dependent on these factors, but as a result of the development of numerous tools and the parameters that go with them, we are now able to gauge our success. These parameters and tools are crucial for your company since they enable you to learn specifics about your work and dig deeper to identify your weaknesses.

Project 52
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Productive Project Management: Getting Results In The Agile Way

Knowledge Hut

Many projects are kicked off with an air of optimism. It always seems as if the project has endless possibilities. If you doubt this, just observe the pitch that any project manager has as he/she tries to root support for a project. The scenario is almost like that of politicians campaigning for an elective post. But the fact is that any project has a probability of failure and success.

Project 52
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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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PRINCE2 Cheat Sheet: Terminology, Tips and Tricks

Knowledge Hut

PRINCE2 cheat sheets help you understand the exam preparation method and to refresh your memory during revision. PRINCE2 exam is not that tough, and you can achieve good marks through thorough preparation. Getting through this exam depends on your preparation method and how well you grasp the concepts. PRINCE2 dummies can help you revise a concept you have already learned about.

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Future of Project Management: Future Trends and Skills

Knowledge Hut

Few would dispute that in the present complex world, businesses are facing increased competition and ongoing disruption from exponential technology boom, ever-demanding clients, market shifts and even social trends. Business success is no longer driven by any one single future of project management factor but requires multiple factors to be met. Smart organizations understand that proven project management practices, anticipating and following the trends lead to greater success of the business a

Project 52
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Top 5 Scrum Estimation Techniques - Find Your Best Fit

Knowledge Hut

Estimation, the very word in itself seems quite heavy, and it does feel substantial when you are asked to estimate unfamiliar items to some degree. One of the key advantages of adopting Agile is the capability of the team to estimate work effectually. Earlier when the teams were on waterfall, they used bottom-up approach with the smallest tasks at the bottom, in order to determine the cost of each feature.

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Difference Between PMP and PMI ACP ( PMP Vs PMI ACP)

Knowledge Hut

There are many certifications available in the market that could take your career forward or help you perform better. Our PMP online course have been in the spotlight among professionals looking to develop their career in project management, as the field grows in importance across industries. If you meet the stringent requirements Project management courses are usually the frontrunner.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.