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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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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professionals

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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 330
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Inside The Data Transformation Cement Mixer

Adrian Bridgwater for Forbes

As we create a new world of massive data, we may need a new approach to data pipeline maintenance if we are going to be able to keep the flow flowing.

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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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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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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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More Trending

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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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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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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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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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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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Reflections on AI Engineer Summit 2023

Eugene Yan

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

AI 314
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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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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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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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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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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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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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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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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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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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How the Lakehouse can optimize provider networks and improve member care

databricks

Check out our Nearest Neighborhood Search Solution Accelerator to get started quickly. The Member Experience An insured member typically experiences their healthcare in.

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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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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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Unlocking Reliable Generations through Chain-of-Verification: A Leap in Prompt Engineering

KDnuggets

Explore the Chain-of-Verification prompt engineering method, an important step towards reducing hallucinations in large language models, ensuring reliable and factual AI responses.

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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.

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Announcing Public Preview of AI Generated Documentation In Databricks Unity Catalog

databricks

Today, we are excited to announce the public preview of AI generated documentation in Databricks Unity Catalog. This feature leverages generative AI to.

AI 215
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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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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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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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Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

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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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Top 5 AI Tools for Data Science Professionals

Analytics Vidhya

Introduction In today’s data-driven world, data science has become a pivotal field in harnessing the power of information for decision-making and innovation. As data volumes grow, the significance of data science tools becomes increasingly pronounced. Data science tools are essential in many facets of the profession, from data collection and preprocessing to analysis and visualization. […] The post Top 5 AI Tools for Data Science Professionals appeared first on Analytics Vidhya.

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Nvidia and Foxconn unite to create AI factories

Dataconomy

From the heart of technological innovation, a groundbreaking collaboration has emerged between two industry juggernauts, Nvidia and Foxconn. Together, they are embarking on a journey that promises to redefine the future of manufacturing. Welcome to the realm of “AI factories” – cutting-edge data centers equipped with Nvidia’s formidable chips and software, poised to revolutionize many industries.

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DALL·E 3 is Here with ChatGPT Integration

KDnuggets

Dive into how OpenAI’s new image generator DALL·E 3 is pushing limits, and see how it's making image generation much more accessible.

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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.