Thu.Sep 26, 2024

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7 Steps to Mastering Coding for Data Science

KDnuggets

Are you an aspiring data scientist or early in your data science career? If so, you know that you should use your programming, statistics, and machine learning skills—coupled with domain expertise—to use data to answer business questions. To succeed as a data scientist, therefore, becoming proficient in coding is essential. Especially for handling and analyzing.

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Streamlining Generative AI Deployment with New Accelerators

Cloudera

The journey from a great idea for a Generative AI use case to deploying it in a production environment often resembles navigating a maze. Every turn presents new challenges—whether it’s technical hurdles, security concerns, or shifting priorities—that can stall progress or even force you to start over. Cloudera recognizes the struggles that many enterprises face when setting out on this path, and that’s why we started building Accelerators for ML Projects (AMPs).

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Fundamentals of Effective Prompt Engineering

KDnuggets

The launch of foundational models, popularly called Large Language Models (LLMs), created new ways of working – not just for the enterprises redefining the legacy ways of doing business, but also for the developers leveraging these models. The remarkable ability of these models to comprehend and respond in human-like language has given rise to.

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Unlock gen AI’s potential in Retail: Start with a cloud data foundation

Snowflake

There’s no question which technology everyone’s talking about in retail. Generative AI continues to promote incredible levels of interest with its promise of next-level productivity and new kinds of employee and customer experience. It’s all happening at light speed. When ChatGPT burst onto the scene, it gained hundreds of millions of users in a matter of months.

Retail 81
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Apache Airflow® Best Practices for ETL and ELT Pipelines

Whether you’re creating complex dashboards or fine-tuning large language models, your data must be extracted, transformed, and loaded. ETL and ELT pipelines form the foundation of any data product, and Airflow is the open-source data orchestrator specifically designed for moving and transforming data in ETL and ELT pipelines. This eBook covers: An overview of ETL vs.

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How to Create Interactive Visualizations in R

KDnuggets

Traditional static charts are useful, but interactive visuals offer more flexibility. They allow users to explore data, zoom in on details, and see changes over time. R has several packages that can be used to create interactive visualizations like tables, charts and maps. Getting Started To create interactive visualizations in R, you need.

Data 131
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How to Power Successful AI Projects with Trusted Data

Precisely

Key Takeaways: Trusted AI requires data integrity. For AI-ready data, focus on comprehensive data integration, data quality and governance, and data enrichment. A structured, business-first approach to AI is essential. Start with clear business use cases and ensure collaboration between business and IT teams for the greatest impact. Building data literacy across your organization empowers teams to make better use of AI tools.

Project 75

More Trending

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Monte Carlo Appoints Former Stack Overflow Exec Tim Miller as Chief Revenue Officer

Monte Carlo

Monte Carlo, the AI-first data observability platform, announced Tim Miller as the company’s first Chief Revenue Officer as it continues to bolster its leadership team. He will lead the company’s go-to-market operations worldwide, including business development, sales, and customer success. In this new role, Miller will drive Monte Carlo’s revenue strategies, operations, and growth initiatives, including the expansion of the company’s footprint across the enterprise and strategic markets.

Media 69
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Engineering Privacy: A Technical Overview of Privacy in Data Systems

Data Engineering Weekly

Once again, I want to thank the Data Heros community. Last Friday, we discussed the challenges in bulk discovery and anonymization processes in data warehouses. The collective design choices and ideas lead to a comprehensive overview of thinking about designing data infrastructure with a privacy-first approach. Why care about privacy? Privacy and access management within data infrastructure is not just a best practice; it's a necessity.

Systems 69
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Atomic Tessellator: Revolutionizing Computational Chemistry with Data Streaming

Confluent

Atomic Tessellator uses data streaming and GenAI to revolutionize computational chemistry, enabling rapid catalyst discovery. Learn how here.

Data 59
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Training and Calling SGDClassifier with Striim for Financial Fraud Detection

Striim

In today’s fast-paced financial landscape, detecting transaction fraud is essential for protecting institutions and their customers. This article explores how to leverage Striim and SGDClassifier to create a robust fraud detection system that utilizes real-time data streaming and machine learning. Problem Transaction fraud detection is a critical responsibility for the IT teams of financial institutions.

MySQL 52
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Apache Airflow®: The Ultimate Guide to 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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The Pareto Principle in Data Engineering

Towards Data Science

One step forward; no steps back Continue reading on Towards Data Science »

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Training and Calling SDGClassifier with Striim for Financial Fraud Detection

Striim

In today’s fast-paced financial landscape, detecting transaction fraud is essential for protecting institutions and their customers. This article explores how to leverage Striim and SDGClassifier to create a robust fraud detection system that utilizes real-time data streaming and machine learning. Problem Transaction fraud detection is a critical responsibility for the IT teams of financial institutions.

MySQL 52
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ThoughtSpot Moving to the Next Orbit: Welcoming Our New CEO, Ketan Karkhanis

ThoughtSpot

Dear ThoughtSpot Community, I couldn't be more thrilled to announce that we're welcoming our new CEO to the ThoughtSpot family: Ketan Karkhanis. This marks a significant milestone in our journey, and I wanted to share why this is such an exciting development for all of us. A Time of Rapid Growth and Unprecedented Opportunity From day one, we have been focused on our mission—to make the world more fact-driven.