Sat.Oct 14, 2023 - Fri.Oct 20, 2023

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Using Clinical Data Science to Improve Clinical Outcomes

Analytics Vidhya

Introduction In an era defined by the convergence of technology and data, the power of data science transcends traditional boundaries, ushering in a new age of innovation. Today, we embark on an enlightening journey into the realm of clinical data science, where the fusion of health, technology, and data science is poised to revolutionize the […] The post Using Clinical Data Science to Improve Clinical Outcomes appeared first on Analytics Vidhya.

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Three Next-Generation Data Architectures: How Cloud, Mesh, and Data Fabrics Impact your AI Deployments

insideBIGDATA

In this contributed article, Mohan Rajagopalan, vice president and general manager at Hewlett Packard Enterprise, discusses how the ideal solution to siloed data is implementing a single data plane across a business. This unified system allows enterprises to realize the grand vision they have been promised: One where data from all sources and apps can be used together for the benefit of the business.

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Cracking the code: The top 10 statistical concepts for data wizards 

Data Science Dojo

“Statistics is the grammar of science”, Karl Pearson In the world of data science, there is a secret language that benefits those who understand it. Do you want to know what makes a data expert efficient? It’s having a profound understanding of the data. Unfortunately, you can’t have a friendly conversation with the data, but don’t worry, we have the next best solution.

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7 Best Cloud Database Platforms

KDnuggets

Cloud databases have made it easier and cheaper to develop enterprise-level applications, offering flexibility, convenience, and standard database functionality. See what KDnuggets recommends.

Database 360
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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Fine-Tuning, Retraining, and Beyond: Advancing with Custom LLMs

Analytics Vidhya

Introduction I’m pretty sure most of you have already used ChatGPT. That’s great because you’ve taken your first step on a journey we’re about to embark on in this article! You see, when it comes to mastering any new technology, the first thing you do is use it. It’s like learning to swim by jumping […] The post Fine-Tuning, Retraining, and Beyond: Advancing with Custom LLMs appeared first on Analytics Vidhya.

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ChatGPT, Crime & the Impact on Law Enforcement

insideBIGDATA

Our friends over at Cognyte recently released a report about ChatGPT, crime and the impact on law enforcement authorities: "ChatGPT and Crime - What Law Enforcement Needs to Know about Large Language Models." Hundreds of millions of users around the world are using AI bots, such as ChatGPT, which are powered by Large Language Model (LLMs). This rapidly evolving technology has the potential to allow criminals and bad actors to easily scale up cyber-crime, financial crime, human trafficking, disin

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ChatGPT vs. BARD

KDnuggets

Large language models (LLMs) are transforming the way we process and produce information. But, before considering either one of these models as a one-stop-solution, one must consider their key differences.

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Build a RAG Pipeline With the LLama Index

Analytics Vidhya

Introduction One of the most popular applications of large language models (LLMs) is to answer questions about custom datasets. LLMs like ChatGPT and Bard are excellent communicators. They can answer almost anything that they have been trained on. This is also one of the biggest bottlenecks for LLMs. They can only answer the questions they […] The post Build a RAG Pipeline With the LLama Index appeared first on Analytics Vidhya.

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Unleashing the Power of AI in Digital Advertising: A Data-Driven and Strategic Revolution

insideBIGDATA

In this contributed article, Gruia Pitigoi-Aron, Senior Vice President of Product for The Trade Desk, discusses how in today's rapidly evolving digital landscape, the effectiveness of advertising hinges on the ability to deliver relevant and impactful messages to the right audience at the right time. As the world becomes increasingly data-driven, harnessing the power of AI in digital advertising technology (ad tech) has emerged as a game-changer.

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Simplifying Production MLOps with Lakehouse AI

databricks

Machine learning (ML) is more than just developing models; it's about bringing them to life in real-world, production systems. But transitioning from prototype.

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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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Gradient Descent: The Mountain Trekker’s Guide to Optimization with Mathematics

KDnuggets

Gradient descent is an optimization technique used to minimise errors in machine learning models. By iteratively adjusting parameters in the steepest direction of decrease, it seeks the lowest error value.

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Integrating Generative AI and Reinforcement Learning for Self-Improvement

Analytics Vidhya

Introduction In the ever-evolving landscape of artificial intelligence, two key players have come together to break new ground: Generative AI and Reinforcement Learning. These cutting-edge technologies, Generative AI and Reinforcement Learning, have the potential to create self-improving AI systems, taking us one step closer to realizing the dream of machines that learn and adapt autonomously.

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Software Platform Engineering Will Elevate Workflows

Adrian Bridgwater for Forbes

Platform engineering alleviates the challenge of having to constantly maintain software environments, minimizing the time spent on maintenance to free-up coding.

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LLM Training on Unity Catalog data with MosaicML Streaming Dataset

databricks

Introduction Large Language Models (LLMs) have given us a way to generate text, extract information, and identify patterns in industries from healthcare to.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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How To Fine-Tune ChatGPT 3.5 Turbo

KDnuggets

This article has outlined how you can fine tune your GPT 3.5 Turbo models. You can do this by preparing your data, uploading your files, and then setting up a custom OpenAI session to handle the fine tuning.

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Building and Validating Simple Stock Trading Algorithms Using Python

Analytics Vidhya

Introduction Algorithmic trading is a widely adopted trading strategy that has revolutionized the way people trade stocks. More and more people are making money on the side by investing in stocks and automating their trading strategies. This tutorial will teach you how to build stock trading algorithms using primitive technical indicators like MACD, SMA, EMA, […] The post Building and Validating Simple Stock Trading Algorithms Using Python appeared first on Analytics Vidhya.

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How An IT ‘Skills Cloud’ Works

Adrian Bridgwater for Forbes

Even with borderless IT staff, we should be able to phone IT and get in touch with tech support, but if that fails, try turning it off and turning it back on again.

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Reflections on AI Engineer Summit 2023

Eugene Yan

The biggest deployment challenges, backward compatibility, multi-modality, and SF work ethic.

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

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

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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The Generative AI Bubble Will Burst Soon

KDnuggets

Due to unsustainable hype, unrealistic valuations, limitations of current technology, and unproven business models.

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Sample Question Paper for GATE DA 2024

Analytics Vidhya

Introduction GATE 2024 aspirants, here’s some great news for you! The Indian Institute of Science (IISc) has just released sample papers for the upcoming GATE exam. These samples are precious resources to enhance your preparation. In this blog post, we’ve compiled an extensive list of questions from the GATE DA sample papers to empower your […] The post Sample Question Paper for GATE DA 2024 appeared first on Analytics Vidhya.

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Discover the Google AI Image Generator in Search

Dataconomy

Yes, what you see is true. Google AI image generator on Search feature is online and lets you easily bring your creative visions to life. Whether you’re an artist, a designer, or simply someone with a unique vision, this feature can empower you to transform your ideas into visual reality with just a few words and a search query. The good news is Google’s new feature is highly promising; you can successfully edit them and generate writing.

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Bandcamp's Entire Union Bargaining Team Was Laid Off

Hacker News

Songtradr, which has acquired Bandcamp from Epic Games, said it did not have union membership information, but Songtradr’s CEO invited the bargaining team to a meeting last week.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Mastering the Art of Data Cleaning in Python

KDnuggets

How to clean your data in Python and make it ready for use in a data science project.

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LlamaIndex vs LangChain: A Comparative Analysis

Analytics Vidhya

Introduction When it comes to Large Language Models (LLMs), such as GPT-3 and beyond, researchers and developers are constantly seeking new ways to enhance their capabilities. Two prominent tools, LlamaIndex and LangChain, have emerged as powerful options for improving the interaction and functionality of these models. In this article, we will explore the features and […] The post LlamaIndex vs LangChain: A Comparative Analysis appeared first on Analytics Vidhya.

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Generating new Disney posters is easy with AI, learn how

Dataconomy

Disney AI posters have become the latest sensation to sweep the internet. A recent trend has emerged where enthusiasts are employing artificial intelligence to craft fake Disney and Pixar movie posters. While these creations are undeniably captivating, they have also led to a whirlwind of confusion among fans. The allure of Disney has always been its ability to transport audiences to magical realms, filled with enchanting characters and heartwarming tales.

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Health providers say AI chatbots could improve care. But research says some are perpetuating racism

Flipboard

SAN FRANCISCO (AP) — As hospitals and health care systems turn to artificial intelligence to help summarize doctors’ notes and analyze health records, a new study led by Stanford School of Medicine researchers cautions that popular chatbots are perpetuating racist, debunked medical ideas, prompting …

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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In-demand SAS Certifications for Your Success

KDnuggets

Check out these top three in-demand SAS Certifications to get you one step closer to your goals.

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A Comprehensive Guide to Using Chains in Langchain

Analytics Vidhya

Introduction Step into the forefront of language processing! In a realm where language is an essential link between humanity and technology, the strides made in Natural Language Processing have unlocked some extraordinary heights. Within this progress lies the groundbreaking Large Language Model, a transformative force reshaping our interactions with text-based information.

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Leaked Microsoft pay guidelines unveil salary ranges by level

Dataconomy

The recently surfaced leaked Microsoft pay guidelines reveal intriguing insights about the tech giant’s compensation strategies for new recruits. This structured framework, which came to light earlier this year, delineates the boundaries on base salary, hiring incentives, and yearly stock grants. These guidelines serve as a pivotal reference for hiring managers, assisting them in finalizing competitive offers to prospective employees, as indicated by an individual closely acquainted with t

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Hackers Stole Access Tokens from Okta’s Support Unit

Hacker News

Okta , a company that provides identity tools like multi-factor authentication and single sign-on to thousands of businesses, has suffered a security breach involving a compromise of its customer support unit, KrebsOnSecurity has learned. Okta says the incident affected a “very small number” of customers, however it appears the hackers responsible had access to Okta’s support platform for at least two weeks before the company fully contained the intrusion.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.