Start Data Engineering
MAY 21, 2024
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.
KDnuggets
MAY 21, 2024
Learn data engineering through free courses, tutorials, books, tools, guides, roadmaps, practice exercises, projects, and other resources.
This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
Snowflake
MAY 21, 2024
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.
databricks
MAY 21, 2024
Following the announcement we made around a suite of tools for Retrieval Augmented Generation, today we are thrilled to announce the general availability.
Speaker: Tamara Fingerlin, Developer Advocate
Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.
KDnuggets
MAY 21, 2024
Get started with SQLIte databases in Python using the built-in sqlite3 module.
databricks
MAY 21, 2024
We’re excited to announce the Databricks AI Fund, showcasing our commitment to supporting a new generation of founders and startups.
Data Engineering Digest brings together the best content for data engineering professionals from the widest variety of industry thought leaders.
|
Snowflake
MAY 21, 2024
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
KDnuggets
MAY 21, 2024
The countdown is on, it’s only 2 weeks until AI Con USA.
Knowledge Hut
MAY 21, 2024
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.
Robinhood
MAY 21, 2024
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%.
Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage
There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.
Knowledge Hut
MAY 21, 2024
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).
Confluent
MAY 21, 2024
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.
Knowledge Hut
MAY 21, 2024
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.
ArcGIS
MAY 21, 2024
Check out what's new for the ArcGIS Production Mapping extension at the ArcGIS Pro 3.3 release. Enhancements include a new surround element.
Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives
Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri
Knowledge Hut
MAY 21, 2024
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.
ArcGIS
MAY 21, 2024
Colors affect how people think and feel about your map. These two short videos explain how to use color more effectively in map design.
Knowledge Hut
MAY 21, 2024
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.
ArcGIS
MAY 21, 2024
Learn about new capabilities in 3D that you can utilize with the 3D Workflows website.
Advertisement
With Airflow being the open-source standard for workflow orchestration, knowing how to write Airflow DAGs has become an essential skill for every data engineer. This eBook provides a comprehensive overview of DAG writing features with plenty of example code. You’ll learn how to: Understand the building blocks DAGs, combine them in complex pipelines, and schedule your DAG to run exactly when you want it to Write DAGs that adapt to your data at runtime and set up alerts and notifications Scale you
Knowledge Hut
MAY 21, 2024
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.
Rockset
MAY 21, 2024
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
Knowledge Hut
MAY 21, 2024
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.
Knowledge Hut
MAY 21, 2024
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.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
Knowledge Hut
MAY 21, 2024
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.
Knowledge Hut
MAY 21, 2024
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.
Knowledge Hut
MAY 21, 2024
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.
Knowledge Hut
MAY 21, 2024
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
Advertisement
Apache Airflow® is the open-source standard to manage workflows as code. It is a versatile tool used in companies across the world from agile startups to tech giants to flagship enterprises across all industries. Due to its widespread adoption, Airflow knowledge is paramount to success in the field of data engineering.
Knowledge Hut
MAY 21, 2024
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.
Knowledge Hut
MAY 21, 2024
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.
Knowledge Hut
MAY 21, 2024
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.
Knowledge Hut
MAY 21, 2024
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
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!
Expert insights. Personalized for you.
213 
Let's personalize your content