Fri.Aug 23, 2024

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10 Free Resources to Learn LLMs

KDnuggets

Learn large language models with these free resources from Deeplearning.AI, Microsoft, AWS, and more.

AWS 147
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Mapping the most popular National Park Service lands

ArcGIS

With a new GIS mapping tool you can map the most visited national parks (and much more!) to explore your spatial data even further.

Designing 145
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How PyTorch powers AI training and inference

Engineering at Meta

Learn about new PyTorch advancements for LLMs and how PyTorch is enhancing every aspect of the LLM lifecycle. In this talk from AI Infra @ Scale 2024 , software engineers Wanchao Liang and Evan Smothers are joined by Meta research scientist Kimish Patel to discuss our newest features and tools that enable large-scale training, memory efficient fine-tuning, and on-device LLM capabilities.

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How To Use Docker Volumes for Persistent Data Storage

KDnuggets

Learn how to use Docker volumes to ensure data persistence when working with Docker.

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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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Advanced SQL for Data Science

Towards Data Science

Expert techniques to elevate your analysis Continue reading on Towards Data Science »

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Long Weekend Wanderlust: Unpacking the Impact on Travel and Retail in 2024

Precisely

Travel Surges as Summer Kicks Off Long weekends offer the prime time for quick getaways, offering a much-needed escape and a chance to recharge. Recent insights reveal a shift in how people are planning their mini vacations, turning long weekends into a significant driver for the travel sector. By examining the changes in travel patterns for Memorial Day and July 4th in both 2023 and 2024, we can gain a clear picture of what travelers are seeking during these extended breaks.

Retail 59

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What is AWS Kinesis (Amazon Kinesis Data Streams)?

Edureka

Introduction Data analytics is imperative for business success. AI-driven data insights make it possible to improve decision-making. These analytic models can work on processed data sets. The accuracy of decisions improves dramatically once you can use live data in real-time. The AWS training will prepare you to become a master of the cloud, storing, processing, and developing applications for the cloud data.

AWS 52
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Talend vs Airflow: Which Data Integration Tool is Right for You?

Hevo

Choosing the right data integration tool is crucial for managing workflows and ensuring your data pipelines are efficient and reliable. Talend and Airflow are two powerful tools in this space, each with strengths and limitations.

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Learn Python Automation Testing: Step-by-Step Guide

Edureka

Introduction This post will examine Python automation testing capabilities, efficiency, and open-source tools. We will also mention frameworks like Jasmine and Robot Framework. Secondly, we will explain how a QA Automation Course would give you a clear understanding of how Python can enhance testing processes and product quality. Table of Content Can Python Be Used for Test Automation?

Python 40
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Airflow vs NiFi: Choosing the Right Tool

Hevo

In the modern, data-driven world, efficient workflow automation and data pipeline orchestration are crucial for any organization connected to complicated data systems. Whether a data engineer, IT professional, or decision-maker is tasked with choosing the right toolset for a data infrastructure, one needs to understand the strengths and weaknesses of various available platforms.

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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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What is Salesforce Integration – Ultimate Guide

Edureka

Salesforce integration is essential to current business procedures as it offers efficient data exchange between Salesforce and other platforms. In this article, we will analyze Salesforce integration, the types of integration architectures, the architecture’s ability, and the patterns of good integration. Table of Content What is Salesforce Integration?

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Informatica vs MuleSoft: Which Data Integration Tool is Right for You?

Hevo

With growing data and business needs, having an efficient data integration tool to migrate and manage your data has become crucial. Almost every organization keeps its data in different locations, from the internal database to the SaaS platform.