Tue.Apr 23, 2024

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Retrieval Augmented Generation: Where Information Retrieval Meets Text Generation

KDnuggets

This article introduces retrieval augmented generation, which combines text generation with informaton retrieval in order to improve language model output.

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Announcing the General Availability of Databricks Asset Bundles

databricks

We're thrilled to announce the General Availability (GA) of Databricks Asset Bundles (DABs). With DABs you can easily bundle resources like jobs.

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7 Best Platforms to Practice Python

KDnuggets

Looking to level up your Python skills and ace coding interviews? Start practicing today on these platforms.

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Register now and save 50% on training at Data + AI Summit

databricks

For a limited time, we're offering 50% off training and certification at Data + AI Summit with the following code: TRAIN50FOTY. This offer.

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A Guide to Debugging Apache Airflow® DAGs

In Airflow, DAGs (your data pipelines) support nearly every use case. As these workflows grow in complexity and scale, efficiently identifying and resolving issues becomes a critical skill for every data engineer. This is a comprehensive guide with best practices and examples to debugging Airflow DAGs. You’ll learn how to: Create a standardized process for debugging to quickly diagnose errors in your DAGs Identify common issues with DAGs, tasks, and connections Distinguish between Airflow-relate

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Data Scientist Breakdown: Skills, Certifications, and Salary

KDnuggets

Learn about the growing demand for data scientists in the year 2024.

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Your Living Atlas Questions Answered

ArcGIS

Do you have questions about how to access, use, or nominate content within ArcGIS Living Atlas of the World? Check out this blog for answers.

More Trending

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Career Opportunities in Software Engineering

Knowledge Hut

Software engineering is a rapidly growing field with vast career opportunities. Software career path offers diverse options, from developing mobile applications and games to creating sophisticated software systems that power businesses and industries. With emerging technologies like AI, machine learning, and blockchain, the demand for software engineers has skyrocketed.

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Building DoorDash’s Product Knowledge Graph with Large Language Models

DoorDash Engineering

DoorDash’s retail catalog is a centralized dataset of essential product information for all products sold by new verticals merchants – merchants operating a business other than a restaurant, such as a grocery, a convenience store, or a liquor store. Within the retail catalog, each SKU , or stock keeping unit, is represented by a list of product attributes.

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Top 10 Project Management Research Topics To Work in 2024

Knowledge Hut

In the ever-evolving field of project management, staying ahead of the most recent research trends is essential for professionals who wish to enhance their skills and increase successful project outcomes. This article highlights the top ten project management research topics expected to impact the project management field in 2024 significantly. Along with Project Management certification courses , this thorough list will be an invaluable tool for exploring the main research frontiers in the dyna

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Climate and Sustainability Hackathon—Meet the Judges!

Cloudera

Back in October, we announced the first-ever Cloudera Climate and Sustainability Hackathon , powered by AMD. The Hackathon was intended to provide data science experts with access to Cloudera machine learning to develop their own Accelerated Machine Learning Project (AMP) focused on solving one of the many environmental challenges facing the world today.

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Mastering Apache Airflow® 3.0: What’s New (and What’s Next) for Data Orchestration

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.

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Tech-Enabled Metropolises: The Role of Data Streaming in Smart Cities

Confluent

Smart city applications rely on the availability of sensor data from a range of sources in real time. Learn how data streaming with Confluent enables this.

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What is Antivirus Software? Types, Features, Best Practices

Knowledge Hut

Have you ever wondered why everyone insists on having antivirus software on their devices? Think of antivirus software as your device's superhero, defending it against the evil threats that lurk in the digital realm. Think of it as a mighty fortress that shields your smartphones, tablets, laptops, and computers, providing a robust defense against malicious entities that threaten their security.

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What is Vulnerability Assessment – Types, Tools & Best Practices

Edureka

Did you know that 98% of web applications are vulnerable to cyberattacks? As cyberattack practices are becoming more sophisticated with evolving technologies, it is important to run frequent system and server scans to search for potentially vulnerable access points and fix them. This is where vulnerability assessment proves its significance. Join us on this insightful read, where we delve into analyzing vulnerability in ethical hacking, dissect its importance as a risk management tool and naviga

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DevOps Engineer Salary in India

Knowledge Hut

A DevOps engineer holds a vital position in software development and operations. They are a crucial link between development and operations teams within a company. Perceiving the significance and versatility of their role, DevOps engineer's salary in India is good across diverse national and multinational organizations. Owing to their varying responsibilities and representation in changing organizational hierarchy, DevOps engineer salaries often tend to vary based on region, organization, skills

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

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.

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The 5 Phases of Ethical Hacking & Techniques – 2024 Guide

Edureka

Did you know recent surveys state that over 8,00,000 people fall prey to cyberattacks, which occur every 39 seconds? This creates a pressing situation where organisations should consider and work on developing comprehensive cybersecurity risk management strategies such as ethical hacking. Ethical hacking is a proactive approach that acts as a protective shield for organisations against multi-dimensional cyber threats.

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History of Big Data

Knowledge Hut

Data handling became tedious only after huge amounts of it started to accumulate. For example, in 1880, the US Census Bureau needed to handle the 1880 Census data. They realized that compiling this data and converting it into information would take over 10 years without an efficient system. It was at this time that Tabulating Machine was created. This machine completed the task in just a few months.

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Optimizing Your Workflow: Which Online Project Management Methodology Suits You?

Edureka

Optimizing your workflow is crucial for successful project management, especially in today’s fast-paced business environment. In a 2020 study , two large organizations using project management methodology reported achieving success rates exceeding 90% for on-time and on-budget delivery of infrastructure projects. With the increasing complexity of projects, it is essential to have an efficient and streamlined workflow to ensure timely completion and resource optimization.

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Disadvantages of Big Data

Knowledge Hut

With the advent of technology and the arrival of modern communications systems, computer science professionals worldwide realized big data size and value. The world has been dealing with big data for a long time now, and we have come up with several ways to manage and employ it to benefit our industries, schools, governments, and defense systems. As big data evolves and unravels more technology secrets, it might help users achieve ambitious targets.

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How to Modernize Manufacturing Without Losing Control

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

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Dans les bottes d’un ancien CDO

Precisely

Jean-Paul Otte a rejoint récemment Precisely en tant que responsable des services « Data Strategy » pour l’Europe. Sa spécialité ? La data ! Il s’est prêté au jeu d’une interview où nous avons discuté de son parcours notamment en tant qu’ancien CDO pour mieux comprendre les défis auxquels il a été confronté, et comment sa réflexion et son expertise autour de la gouvernance des données se sont forgées.

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Real-World Use Cases of Big Data That Drive Business Success

Knowledge Hut

Big data has become the ultimate game-changer for organizations in today's data-driven environment. It is transforming a wide range of businesses thanks to its capacity to unearth hidden patterns, sort through complexity, and provide revolutionary insights. Organizations are utilizing the enormous potential of big data to help them succeed, from consumer insights that enable personalized experiences to operational efficiency that simplifies procedures.

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Combatting CSRF at Eventbrite: Safeguarding Strategy

Eventbrite Engineering

Background Cross-Site Request Forgery (CSRF), also known as “Sea Surf,” Session Riding, Hostile Linking, or one-click attacks, is a prevalent web security vulnerability that exploits users’ trust in websites to execute unauthorized actions. In a CSRF attack, an attacker tricks a victim into unwittingly performing actions on a trusted website. This is typically achieved by … Continue reading "Combatting CSRF at Eventbrite: Safeguarding Strategy" The post Combatting CSRF at Eventbrite:

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Big Data vs Traditional Data

Knowledge Hut

Data storing and processing is nothing new; organizations have been doing it for a few decades to reap valuable insights. Compared to that, Big Data is a much more recently derived term. So, what exactly is the difference between Traditional Data and Big Data? The relational, structured data that companies store, process, and use is known as Traditional Data.

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The Ultimate Guide to Apache Airflow DAGS

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

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Big Data vs Data Mining

Knowledge Hut

Big data and data mining are neighboring fields of study that analyze data and obtain actionable insights from expansive information sources. Big data encompasses a lot of unstructured and structured data originating from diverse sources such as social media and online transactions. When it comes to big data vs data mining, big data focuses on managing large-scale data.

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Top 10 Examples of Cloud Computing

Knowledge Hut

Cloud computing is an important way of storage that has taken over the internet and is now considered to be one biggest acquisition with a transaction volume of over $10 billion. Several cloud computing services examples have taken over the internet and have been extremely useful for people. Cloud computing used in commercial sectors has increased profusely and has been proven to be beneficial as well.

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Four Vs Of Big Data

Knowledge Hut

Big data has revolutionized the world of data science altogether. With the help of big data analytics, we can gain insights from large datasets and reveal previously concealed patterns, trends, and correlations. To fully harness the power of big data, it is crucial to comprehend and address the challenges presented by the four Vs of big data, i.e., Volume, Velocity, Variety, and Veracity.

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Deciphering the Data Enigma: Big Data vs Small Data

Knowledge Hut

In today's data-driven world, the volume and variety of information are growing unprecedentedly. As organizations strive to gain valuable insights and make informed decisions, two contrasting approaches to data analysis have emerged, Big Data vs Small Data. These methodologies represent different strategies for extracting knowledge from vast amounts of information, each with advantages and applications.

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How to Achieve High-Accuracy Results When Using LLMs

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

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Data Warehouse vs Big Data

Knowledge Hut

In the modern data-driven landscape, organizations continuously explore avenues to derive meaningful insights from the immense volume of information available. Two popular approaches that have emerged in recent years are data warehouse and big data. While both deal with large datasets, but when it comes to data warehouse vs big data, they have different focuses and offer distinct advantages.

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What is Remote Access Trojan (RAT)? Types, Variants, Uses

Knowledge Hut

In cybersecurity, Remote Access Trojans (RATs) have become a major concern for individuals and businesses alike. These sneaky programs can infiltrate your system undetected, allowing hackers to take control of your computer remotely without you even knowing it. With the rise in remote work due to COVID-19, RATs have become an even greater threat. So, what exactly is the RAT?

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React Functional Components: In-Depth Guide

Knowledge Hut

If you are a web developer and working in React, you probably heard about React components. It is the core building block of any React application. Every react application contains at least one base component. React components can be divided into two types, class components and functional components. This article will discuss everything you need to know about the react functional components.

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Future of Business Intelligence: Top Trends to Watch

Knowledge Hut

Are you a businessman? What does your company do? Have you ever used business intelligence (BI) to drive better business decisions for better revenue? If you are unaware of the future of Business Intelligence, this is the best platform for you. Data plays a crucial role in identifying opportunities for growth and decision-making in today's business landscape.

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Apache Airflow® 101 Essential Tips for Beginners

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.