Tue.Sep 17, 2024

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3 Simple Ways to Merge Python Dictionaries

KDnuggets

When working with dictionaries in Python, you’ll sometimes have to merge them into a single dictionary for further processing. In this tutorial, we'll go over three common methods to merge Python dictionaries. Specifically, we’ll focus on merging dictionaries using: The update() method Dictionary unpacking The union operator Let’s get started. Note: You can find.

Python 126
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Unifying Parameters Across Databricks

databricks

Today, we are excited to announce the support for named parameter markers in the SQL editor. This feature allows you to write parameterized.

SQL 119
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How to Handle Large Text Inputs with Longformer and Hugging Face Transformers

KDnuggets

Let’s learn how to handle large text inputs in the Large Language Model (LLM). Preparation Ensure you have the Transformers and datasets package from Hugging Face installed in your environment. If not, you can install them via pip using the following code: pip install transformers datasets Additionally, you should install the.

Datasets 126
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Inside Bento: Jupyter Notebooks at Meta

Engineering at Meta

This episode of the Meta Tech Podcast is all about Bento , Meta’s internal distribution of Jupyter Notebooks, an open-source web-based computing platform. Bento allows our engineers to mix code, text, and multimedia in a single document and serves a wide range of use cases at Meta from prototyping to complex machine learning workflows. Pascal Hartig ( @passy ) is joined by Steve, whose team has built several features on top of Jupyter, including scheduled notebooks , sharing with colleagues, and

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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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How to Set Up Your First BigQuery Project

KDnuggets

In this post, you'll learn what BigQuery is, understand its capabilities, and set up a project in Google Cloud which we will later use to practice using BigQuery for loading, querying, and analyzing data.

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Introducing Confluent’s OEM Program: Deliver Data Streaming Faster and Unlock Revenue Growth

Confluent

Bring data streaming to your product or service quickly and confidently with unified Apache Kafka® and Apache Flink®, backed by the original creators of Kafka.

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Top SAS Training for Machine Learning Engineers

KDnuggets

Sponsored Content Almost 63% of organizations don’t have enough employees with AI and machine learning skills, according to a study by Coleman Parkes Research. With a shortage of talent and an abundance of opportunity, there’s never been a better time to launch or advance your machine learning career with SAS Training. Read.

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Build, Manage, and Monitor Data Streaming Applications, All Within Your Favorite IDE

Confluent

Confluent for VS Code streamlines workflows, accelerates development cycles, and enhances real-time data processing, all within a unified environment.

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Content Creation Copilot - AI-assisted product onboarding

Zalando Engineering

Introduction At Zalando, we strive to discover valuable use cases that benefit our customers and stakeholders by using AI-based approaches. Our team's primary mission is to enable content creation teams to produce and integrate best-in-class content for our customers in the most efficient way. We are building tools that streamline the content creation journey - from photo shooting, copyrighting to submission articles in Zalando shop in compliant way.

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Understanding DORA: What It Is and Why It Matters for Financial Entities

Precisely

In the evolving landscape of digital finance, the importance of robust cybersecurity measures cannot be overstated. The European Union’s Digital Operational Resilience Act (DORA) represents a pivotal step towards safeguarding the financial sector against the growing complexities of cyber threats. If your organization operates within the financial services ecosystem or provides ICT services to this sector, understanding DORA is crucial.

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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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Performance testing - the often overlooked ingredient in web application success by Andrew Whitmell

Scott Logic

In today’s fast-paced digital landscape, the performance of a web application has a direct impact on user satisfaction, business success, and overall competitiveness. Whether it’s the speed of page loads, scalability under heavy traffic, or the smoothness of key interactions, users expect applications to perform flawlessly. Performance testing is essential for identifying and addressing potential issues before they affect real users, ensuring an optimised and reliable experience.

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The Rise of Streaming Data Platforms: Embrace the Future Now

Striim

As demand increases for real-time data processing, streaming data platforms are essential for organizations to get timely insights across industries for better-informed decision-making.

Data 52
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Unlocking Effective Data Governance with Unity Catalog – Data Bricks

RandomTrees

In the realm of big data and AI, managing and securing data assets efficiently is crucial. Databricks addresses this challenge with Unity Catalog, a comprehensive governance solution designed to streamline and secure data management across Databricks workspaces. This explores Unity Catalog features, advantages, and how it is different from other data catalog solutions Topics: This Articles Covers topics such as What is Unity Catalog and its Features?

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Data Owner Responsibilities: Balancing Security, Access, and Sanity

Monte Carlo

Your company has mountains of data, and every department wants it. Marketing wants a view into everything, sales wants all of their information instantly, and compliance wants it all to be locked deep in a vault underground. Data owner responsibilities are, primarily, to keep all of these people happy. Let’s dive into how. Table of Contents What is a Data Owner?

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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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New in Confluent Cloud: Making Serverless Flink a Developer's Best Friend, Protecting Sensitive Data, and More

Confluent

CC 2024 Q3 adds flexible schema management, Table APIs, and AI model inference with Flink, client-side field level encryption, new broker metrics API, and more!

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PRINCE2 Study Guide: Best PRINCE2 Books, Exam Questions 2024

Knowledge Hut

PRINCE2® Certification is a project management certification devised in the United Kingdom that is widely utilized in the commercial sector across the world. PRINCE2 training focuses on best practices in project management, including product-based planning, business rationale, project management team structure, project division and project flexibility.

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Pinterest Tiered Storage for Apache Kafka®️: A Broker-Decoupled Approach

Pinterest Engineering

Jeff Xiang | Senior Software Engineer, Logging Platform; Vahid Hashemian | Staff Software Engineer, LoggingPlatform When it comes to PubSub solutions, few have achieved higher degrees of ubiquity, community support, and adoption than Apache Kafka, which has become the industry standard for data transportation at large scale. At Pinterest, petabytes of data are transported through PubSub pipelines every day, powering foundational systems such as AI training, content safety and relevance, and real

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What is Gap Analysis? Templates, Benefits & Examples

Knowledge Hut

Nowadays, almost every organization conducts a gap analysis for its strategic planning. Conducting gap analysis is one of the best methods to identify the difference between the current and desired state. It can identify areas where improvement is required, and it is often used in conjunction with other analysis tools, such as SWOT analysis and PEST analysis.

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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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Understanding Modern Data Architecture

Hevo

Organizations have begun to built data warehouses and lakes to analyze large amounts of data for insights and business reports. Often time they bring data from multiple data silos into their data lake and also have data stored in particular data stores like NoSQL databases to support different use cases.

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Relocating for a new life in the Netherlands with Picnic

Picnic Engineering

My wife and I are from India, and had been living in the United States for 10 years then, mostly in California. While life there was sunny and we had a great community of friends, we had been having discussions on and off about moving to a different country. In our last year there, we became first time parents to a beautiful curious boy. His birth catalysed our discussions and eventually turned those discussions into decisions.