Mon.May 22, 2023

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The Future of AI: Exploring the Next Generation of Generative Models

KDnuggets

What Generative AI is currently capable of and the current challenges it needs to overcome to explore the next wave of generative AI models?

IT 135
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ArcGIS and Apache Log4j Vulnerabilities

ArcGIS

Esri's updated statement regarding Log4j vulnerabilities (Log4Shell) and ArcGIS products

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How I Did Automatic Image Labeling Using Grounding DINO

KDnuggets

I'm thrilled to share that recent advancements in the computer vision field, such as the emergence of groundbreaking zero-shot object detectors like Grounding DINO, have revolutionized the image labeling process.

Process 107
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How to mask PII data with FPE using Azure Synapse

Towards Data Science

Learn to do Format Preserving Encryption (FPE) at scale, securely move data from production to test environments Continue reading on Towards Data Science »

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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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WebLLM: Bring LLM Chatbots to the Browser

KDnuggets

Wouldn't it be cool if you can run LLMs and LLM chatbots natively in your browser? Let's learn more about the WebLLM project, an interesting step in this direction.

Project 108
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One Big Cluster Stuck: Data Asset Standardization

Cloudera

Data asset standardization is the purposeful and carefully planned consolidation of redundant, contradictory reports, processes, and databases into enterprise standards. The proliferation of data assets can have the greatest adverse impact on environmental health; standardization has many health benefits: Reduces the likelihood that ill-constructed assets take down processes, nodes, and clusters Reduces contention and competition for compute and storage Reduces process and service failures and a

More Trending

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Bombyx is being licensed for product development

Engineering at Meta

When we first conceived of our aerial fiber deployment solution, Bombyx (the Latin name for a silk moth), we imagined a robot weaving strands of fiber-optic cables over powerlines, helping human workers quickly connect communities even in very rural or remote locations. Now, after years of successful research, Bombyx is taking the next steps in its development.

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Writing design docs for data pipelines

Towards Data Science

Exploring the what, why, and how of design docs for data components  —  and why they matter.

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How Databricks improved query performance by up to 2.2x by automatically optimizing file sizes

databricks

Optimizing table file sizes has long been a necessary but complicated task for data engineers. Getting to the right file size for your.

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Stream Data from PubSub to BigQuery: 4 Easy Steps

Hevo

Data is an integral part of any business or company in a data-driven world where most businesses manage their workflows online. Applications are developed with a modern Cloud architecture to handle large data volumes without lag because the data generated by users is increasing rapidly.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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The 2023 State of Data + AI: How Businesses Are Preparing for the New Age of AI

databricks

The historic surge of interest in large language models (LLMs) since ChatGPT launched to the public late last year has made the topic.

Data 63
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Data Integration vs ETL: A Comprehensive Guide

Hevo

Data integration and ETL are two important concepts in the field of data management and analysis. They both involve the process of bringing data from multiple sources together and making it available for further analysis and use. However, there are some key differences between the two.

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Types of Data Modeling: A Comprehensive Guide

Preset

Data modeling is a critical process that forms the foundation of any successful business intelligence strategy. In simple terms, it is a method that helps structure raw data into an understandable and useful format.

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Fight IBM i Cybersecurity Threats

Precisely

Cybersecurity threats are on the increase. Ransomware attacks are more common than ever; a new attack is detected every 11 seconds. Malware tools are easy to obtain, priced at around $50 on the dark web. The cost of cybersecurity attacks is staggering. Studies show that just over a quarter of victims ultimately choose to make ransom payments to unlock their data.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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Conversation with Sumeet, Software Engineer at Natwest Group

Analytics Vidhya

Introduction Join us in this interview as Sumeet shares his background, journey as a former Data Scientist to a software engineer, and learn the captivating aspects of his current job. He provides insights into the future of data science and software engineering and offers valuable advice for career transitioners. Let’s dive into our conversation with […] The post Conversation with Sumeet, Software Engineer at Natwest Group appeared first on Analytics Vidhya.

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From Data Engineering to Prompt Engineering

Towards Data Science

Solving data preparation tasks with ChatGPT Photo by Ricardo Gomez Angel on Unsplash Data engineering makes up a large part of the data science process. In CRISP-DM this process stage is called “data preparation”. It comprises tasks such as data ingestion, data transformation and data quality assurance. In our article we solve typical data engineering tasks using ChatGPT and Python.

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A Comprehensive Guide to Choosing the Best Scala Course

Rock the JVM

This article is all about choosing the right Scala course for your journey. In particular, you will learn: what to look for in a course what’s the best course for beginners if you’re just starting out how you should learn Scala what course to take if you already know the basics of Scala and functional programming how to learn other libraries in the Scala ecosystem The TLDR - which Scala course should I take?

Scala 52
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New Snowflake Features Released in April 2023

Snowflake

In April, Snowflake released exciting features including general availability of Account Replication and the Snowflake Connector for Django on Snowflake Labs. Read on to learn about these enhancements and more. Cross-Cloud Snowgrid Account Replication expands replication beyond databases – general availability Account Replication, now generally available, expands replication beyond databases to account metadata and integrations, making business continuity truly turnkey.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.