Sat.Dec 30, 2023 - Fri.Jan 05, 2024

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7 Great Embedded Analytics Solutions – Which Embedded Analytics Solutions Should You Use?

Seattle Data Guy

Big data is big business these days. Organizations that hope to get ahead in crowded markets must utilize data from a variety of often highly disparate sources to understand how they’re performing and what customers are saying about them. However, data without the right analysis and reporting tools is just a waste of digital storage… Read more The post 7 Great Embedded Analytics Solutions – Which Embedded Analytics Solutions Should You Use?

Big Data 130
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Prompt Engineering 101: Mastering Effective LLM Communication

KDnuggets

This article serves as an introduction to those looking to understanding what prompt engineering is, and to learn more about some of the most important techniques currently used in the discipline.

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LLM Training and Inference with Intel(R) Gaudi(R) 2 AI Accelerators

databricks

At Databricks, we want to help our customers build and deploy generative AI applications on their own data without sacrificing data privacy or.

Building 145
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Stream processing models

Waitingforcode

If you're interested in stream processing, I bet your thinking is technology-based. It's not wrong, after all, the ability to use a tool gives you and me a job. However, for a long-term consideration it's better to reason in terms of patterns or models. Being aware of a more general vision helps assimilate new tools.

Process 130
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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.

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Cutting Your Data Stack Costs: How To Approach It And Common Issues

Seattle Data Guy

I once had an engineer tell me that they essentially didn’t want to consider cost as they were building a solution. I was baffled. Don’t get me wrong, yes, when you’re building, you iterate and aim to improve your solutions cost. But from my perspective, I don’t think completely ignoring costs from day one is… Read more The post Cutting Your Data Stack Costs: How To Approach It And Common Issues appeared first on Seattle Data Guy.

IT 130

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Polars vs Spark

Confessions of a Data Guy

The post Polars vs Spark appeared first on Confessions of a Data Guy.

Data 130
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2023 retrospective on waitingforcode.com

Waitingforcode

This is one of my favorite blog posts, the yearly retrospective. Every year I summarize what happened in the past 12 months and share with you my future plans. It's time for the 2023 Edition!

IT 130
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Designing Data Platforms For Fintech Companies

Data Engineering Podcast

Summary Working with financial data requires a high degree of rigor due to the numerous regulations and the risks involved in security breaches. In this episode Andrey Korchack, CTO of fintech startup Monite, discusses the complexities of designing and implementing a data platform in that sector. Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management Data lakes are notoriously complex.

Designing 130
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Using Lightning AI Studio For Free

KDnuggets

Use Lightning AI Cloud IDE for free to experiment, train, and deploy your AI models.

Cloud 142
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Apache Airflow® Best Practices: DAG Writing

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!

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Parameterized queries with PySpark

databricks

PySpark has always provided wonderful SQL and Python APIs for querying data. As of Databricks Runtime 12.1 and Apache Spark 3.4, parameterized queries.

SQL 126
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Cybersyn Puts Detailed Data Sets at Decision-Makers’ Fingertips With Snowflake Native Apps

Snowflake

Your company collects huge amounts of data about everything from customer transactions to supplier contracts to system performance. This valuable resource becomes even more valuable when you combine it with data about financial market and economic trends, consumer spending, regional demographics and other elements that provide broader context and insights for your business decisions.

SQL 118
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5 Hard Truths About Generative AI for Technology Leaders

Monte Carlo

GenAI is everywhere you look, and organizations across industries are putting pressure on their teams to join the race – 77% of business leaders fear they’re already missing out on the benefits of GenAI. Data teams are scrambling to answer the call. But building a generative AI model that actually drives business value is hard. And in the long run, a quick integration with the OpenAI API won’t cut it.

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Level 50 Data Scientist: Python Libraries to Know

KDnuggets

This article will help you understand the different tools of Data Science used by experts for Data Visualization, Model Building, and Data Manipulation.

Python 137
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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Architecting Global Data Collaboration with Delta Sharing

databricks

In today's interconnected digital landscape, data sharing and collaboration across organizations and platforms are crucial for modern business operations. Delta Sharing, an innovative.

Data 115
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Cloud-Based Aboveground Biomass Mapping using Landsat and GEDI Data

ArcGIS

Process Landsat and GEDI datasets in the cloud and predict aboveground biomass for the state of Oregon using machine learning in ArcGIS Pro.

Cloud 113
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Approaching Generative AI With Eyes Wide Open 

Snowflake

Generative AI and large language models (LLMs) have been the overriding topic over the past year and a half, especially in the tech industry. Just look at the rise of ChatGPT, which saw about 100 million active monthly users in its first two months (in comparison, wildly popular Instagram took more than two years to hit that level). As gen AI centered itself in into nearly all our conversations, people have started thinking more and more about the possible implications of this technology—both po

Medical 105
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Run an LLM Locally with LM Studio

KDnuggets

Ever wanted to run an LLM on your computer? You can do so now, with the free and powerful LM studio.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Methods for generating synthetic descriptive data

Towards Data Science

Use various data source types to quickly generate text data for artificial datasets.

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A pair of sample tools to add or remove attachments by selection

ArcGIS

Learn more about quickly adding or removing attachments with selected features in an active map.

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Future of Robotics: All You Need to Know in 2024

Knowledge Hut

We might picture sci-fi-inspired, humanoid automatons when we think about robots. Numerous types of robots are in use today, even though these particular ones are still largely imagined. However, what are robots? How will they alter the world, exactly? The future of robotics might be conducting operations from halfway across the world and visiting extra-terrestrial worlds in 2030.

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What Junior ML Engineers Actually Need to Know to Get Hired?

KDnuggets

This article will provided you with a better understanding of what skills are required for a junior ML developer to be considered for a job. If you are looking to land your first job, you should read this article thoroughly.

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Apache Airflow® Crash Course: From 0 to Running your Pipeline in the Cloud

With over 30 million monthly downloads, Apache Airflow is the tool of choice for programmatically authoring, scheduling, and monitoring data pipelines. Airflow enables you to define workflows as Python code, allowing for dynamic and scalable pipelines suitable to any use case from ETL/ELT to running ML/AI operations in production. This introductory tutorial provides a crash course for writing and deploying your first Airflow pipeline.

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Data Science Better Practices, Part 2?—?Work Together

Towards Data Science

Data Science Better Practices, Part 2 — Work Together You can’t just throw more data scientists at this model and expect the accuracy to magically increase. Photo by Joseph Ruwa: [link] (Part 1 is here) Not all data science projects were created equal. The vast majority of data science projects I’ve seen and built were born as a throw-away proof-of-concept.

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Building Pinterest’s new wide column database using RocksDB

Pinterest Engineering

Rajath Prasad, Senior Engineering Manager Pinterest serves more than 480M monthly users and has grown to be a global destination for visual inspiration. As Pinterest has grown, so have our storage requirements. In 2020, anticipating the growing needs of the business and to simplify our storage offerings, we decided to consolidate our different key-value systems in the company into a single unified service called KVStore.

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Effective Communication: Definition, 7 Steps, Examples

Knowledge Hut

Communication is an inseparable aspect of daily life and we cannot live without communicating with anyone. Communication can take place in both ways; either in-person communication or communication through various social media platforms. However, effective communication is something that you need to know for various business purposes. As we communicate with innumerable people daily, we do not know what is the percentage of communication and how well it reaches the desired audience.

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Too Many Python Versions to Manage? Pyenv to the Rescue

KDnuggets

Looking for a painless way to manage multiple Python versions? Pyenv is all you need.

Python 128
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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Manage the State of a Complex Application by Integrating Redux with React

Workfall

Reading Time: 9 minutes Navigating the complexities of state management is pivotal for controlling an application’s data, user interactions, and overall behavior. In this blog, we will explore step-by-step implementation of how to seamlessly manage state across multiple components by integrating Redux with React. Let’s start! In this blog, we will cover: What is State Management?

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Create Image Cubes from STAC-Enabled Datasets using ArcGIS

ArcGIS

Learn how to create cloud free image cubes from imagery in the cloud using STAC

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Google Software Engineer Levels: Roles, Factors, And Pay

Knowledge Hut

With an exponential upsurge in the world's most profitable inventions, there is a massive requirement for a workforce of qualified and professional software engineers. Furthermore, with innovative and intuitive products like GSuite, Gmail, and Google Search, Google is everywhere. Hence, many engineering graduates aspire to work for Google after upskilling by enrolling in the Programming courses offered by KnowledgeHut.