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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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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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

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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 100
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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.

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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).

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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.

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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.

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Introducing the Databricks AI Fund

databricks

We’re excited to announce the Databricks AI Fund, showcasing our commitment to supporting a new generation of founders and startups.

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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

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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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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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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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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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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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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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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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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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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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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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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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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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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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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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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.

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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.

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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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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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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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What Is a Control Chart in PMP?

Knowledge Hut

A Project Manager in a modern organization will need to rely on an array of concepts and practices to manage a project efficiently. As a project manager, you will also need to use a range of tools that will help you in decision-making and get a clear idea about the health of the project as it progresses. If you are planning to appear for the PMP exam, preparing for the online PMP certification is a guaranteed way to ensure that you are well versed in all the tools that are used in project manage

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ITIL vs PMP Certification: Which One is Right for You?

Knowledge Hut

It is essential for project management professionals to have project management certifications under their belt in today’s ultra-competitive job market. PMP and ITIL are two highly popular certifications for professionals seeking to boost their careers in IT and other industries. You may want to compare ITIL vs PMP, but the truth is that they are distinctive in the value they offer for the individual as well as the industry.

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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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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.