Sat.May 11, 2024 - Fri.May 17, 2024

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Why You Should Replace Pandas with Polars

Confessions of a Data Guy

I’m still amazed to this day how many folks hold onto stuff they love, they just can’t let it go. I get it, sorta, I’m the same way. There are reasons why people do the things they do, even if they are hard for us to understand. It blows my mind when I see something […] The post Why You Should Replace Pandas with Polars appeared first on Confessions of a Data Guy.

IT 147
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Data News — Week 24.20

Christophe Blefari

Lights on ( credits ) Hello you. The sun is out, the days are getting longer and Data News is still here. Next week marks 3 years of this newsletter/blog (yay 🎉 ). It'll be a time for looking back, reflecting and celebrating, but next week. This week, we reached 5000 members. Yes, 5000 of you read my content periodically. Just thank you ❤️ In the recent days I've been working on a new side project.

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5 Free University Courses to Learn Machine Learning

KDnuggets

Want to learn machine learning from the best of resources? Check out these free machine learning courses from the top universities of the world.

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Unapologetically Technical Episode 11 – Hubert Dulay

Jesse Anderson

In this episode of Unapologetically Technical, I interview Hubert Dulay, the author of Streaming Data Mesh and Developer Advocate at StarTree. We talked about his early experience with web backends like CORBA and SOAP and how those prepared him for data work. He shares his advice for those with web development skills to transition into data and what it’s like for a person leaving a company after a long tenure there.

IT 100
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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

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Developing Production Level Databricks Pipelines.

Confessions of a Data Guy

A question that comes up often … “How do I develop Production Level Databricks Pipelines?” Or maybe someone just has a feeling that using Notebooks all day long is expensive and ends up being an unreliable way to produce Databricks Spark + Delta Lake pipelines that run well … without error. It isn’t really that […] The post Developing Production Level Databricks Pipelines. appeared first on Confessions of a Data Guy.

Data 130
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Mind the map: a new design for the London Underground map

ArcGIS

A modern take on the London tube map with updated accessible colours, a re-classification of lines by type, and line symbols scaled by frequency

Designing 134

More Trending

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Scrum Master Resume: Tips, Samples, Skills Required

Knowledge Hut

A Scrum master is responsible for facilitating the process within a team and ensuring that all team members adhere to the Scrum methodology. He is also responsible for removing any impediments to the team's progress and ensuring the team can deliver their sprint commitments. To be able to apply for the role, you need to have an outstanding Scrum Master resume.

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All About the AI Regulatory Landscape

KDnuggets

This post explores the evolving AI regulatory landscape and essential aspects of the EU Act law, crucial for understanding its impact.

IT 113
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Towards Sustainable Data Engineering Patterns

Towards Data Science

Engineers, scientists, and analysts have the potential to greatly reduce carbon emissions by introducing sustainable, efficient, and… Continue reading on Towards Data Science »

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Six Clouderans Earn CRN Women of the Channel Distinction

Cloudera

Businesses today face unique challenges, whether it’s with hybrid cloud, AI, data analytics, or all of the above. Delivering solutions that can address those challenges effectively requires a robust ecosystem of partnerships. At the center of this critical ecosystem is the partner marketing team at Cloudera, who work tirelessly in pursuit of excellence for customers—and as a result, we’re proud to share that six of our very own Clouderans have been recognized by CRN as part of this year’s Women

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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

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Release Train Engineer vs Scrum Master - Critical ART Roles

Knowledge Hut

We may have heard about release train engineers- many people opt for this professional course and ask about the Release Train Engineer vs. Scrum Master comparison. If you wonder what these two are and how they differ from each other, we can help you. A scaling framework that can help your organization organize the goals and other determinants is called a Scaled Agile Framework.

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What’s New for Spatial Analyst in ArcGIS Pro 3.3

ArcGIS

Spatial Analyst in ArcGIS Pro 3.3 offers new capabilities for suitability modeling, as well as density, distance, solar, and zonal analysis.

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5 Ways Advertising, Media and Entertainment Companies are Using Gen AI

Snowflake

The emergence of generative AI (gen AI) heralds a new, groundbreaking era for advertising, media and entertainment. According to a recent Snowflake report, Advertising, Media and Entertainment Data + AI Predictions 2024 , gen AI is going to transform the industry — from content creation to customer experience. The companies that will come out ahead during this time are those that most successfully and quickly supercharge their data strategy.

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Pursue a Master’s in Data Science with the 3rd Best Online Program 2024

KDnuggets

100% online master’s program with flexible schedules designed for working professionals. Enrolling now for October 28th.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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How To Install and Setup React Native on Mac

Knowledge Hut

With the rapid growth of online websites, businesses, and the general ecosystem, it is crucial that website UIs load quickly on smartphones to encourage smartphone-based internet consumption. Facebook developed React Native from a need to generate UI elements efficiently, which formed the basis for creating the open-source web framework. Its native cross-platform capabilities allow usage for a wide range of platforms for application development, including Android, Web, Windows, UWP, tvOS, macOS,

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Designing and testing for accessibility in GIS and mapping

ArcGIS

Review best practices for designing and testing for accessibility maps and apps throughout the ArcGIS system during the development process.

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Snowflake Advanced Certifications: Level Up to SnowPro Advanced and Show Off Your Snowflake Expertise

Snowflake

Did you know that Snowflake has five advanced role-based certifications to help you stand out in the data community as a Snowflake expert? The Snowflake Advanced Certification Series (Architect, Data Engineer, Data Scientist, Administrator, Data Analyst) offers role-based certifications designed for Snowflake practitioners with one to two years of experience (depending on the program).

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Mastering Python: 7 Strategies for Writing Clear, Organized, and Efficient Code

KDnuggets

Optimize Your Python Workflow: Proven Techniques for Crafting Production-Ready Code

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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How a Leading Venture Capital Firm is Building GenAI with Databricks

databricks

Successfully building GenAI applications means going beyond just leveraging the latest cutting-edge models. It requires the development of compound AI systems that integrate.

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Tools for Building Community Climate Resilience

ArcGIS

Discover the latest climate resilience planning tools with 18 new ready-to-use layers. Explore the Climate Resilience Index layers in ArcGIS Living Atlas.

Building 100
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Behind the scenes of Threads for web

Engineering at Meta

When Threads first launched one of the top feature requests was for a web client. In this episode of the Meta Tech Podcast, Pascal Hartig ( @passy ) sits down with Ally C. and Kevin C., two engineers on the Threads Web Team that delivered the basic version of Threads for web in just under three months. Ally and Kevin share how their team moved swiftly by leveraging Meta’s shared infrastructure and the nimble engineering practices of their colleagues who built Threads for iOS and Android.

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10 Free Must-Take Data Science Courses to Get Started

KDnuggets

Want to start your data science journey? Then, let these courses guide you on that trip.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Contributing to Apache Kafka®: How to Write a KIP

Confluent

Learn how to contribute to open source Apache Kafka by writing Kafka Improvement Proposals (KIPs) that solve problems and add features! Read on for real examples.

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Multiresolution Object Detection with Text SAM

ArcGIS

This blog post will walk you through the process of running multi resolution deep learning over a range of cell sizes.

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How to Crush the Spider Benchmark with Ease on Databricks

databricks

How we reached 79.9% on the Spider dev dataset with Llama3 8B through savvy prompting and fine-tuning on Databricks.

Datasets 106
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The Easiest Way of Running Llama 3 Locally

KDnuggets

Download, install, and type one command in the terminal to start using Llama 3 on your laptop.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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Best Practices for Technical Columns in Database Design

Towards Data Science

When architecting a transactional database or a data warehouse, it’s important not to forget about various types of technical columns… Continue reading on Towards Data Science »

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Designing and testing for accessibility in GIS and mapping

ArcGIS

Review best practices for designing and testing for accessibility maps and apps throughout the ArcGIS system during the development process.

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Building DBRX-class Custom LLMs with Mosaic AI Training

databricks

We recently introduced DBRX : an open, state-of-the-art, general-purpose LLM. DBRX was trained, fine-tuned, and evaluated using Mosaic AI Training, scaling training to.

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Preserving Data Privacy in Life Sciences: How Snowflake Data Clean Rooms Make It Happen

Snowflake

The pharmaceutical industry generates a great deal of identifiable data (such as clinical trial data, patient engagement data) that has guardrails around “use and access.” Data captured for the intended purpose of use described in a protocol is called “primary use.” However, once anonymized, this data can be used for other inferences in what we can collectively define as secondary analyses.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.