Wed.Feb 14, 2024

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Semantic Layers are the Missing Piece for AI-Enabled Analytics

KDnuggets

Integrating a semantic layer with Language Learning Models (LLMs) presents a clean solution to this, particularly in the realm of AI chatbots. This combination empowers businesses to generate fast responses and reports based on their data. Leveraging AI and semantic layers is advancing business intelligence, making it easier than ever for people to interact with data.

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Top 10 Artificial Intelligence Stocks to Invest in 2024

Analytics Vidhya

Introduction Investing in artificial intelligence (AI) stocks presents both exciting opportunities and unique challenges. AI technology has the capacity to revolutionize various sectors, attracting investors keen on capitalizing on its transformative potential. However, it’s crucial to recognize the associated risks and conduct thorough research before venturing into this dynamic market.

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What Is Data Lineage, And Why Does It Matter?

KDnuggets

If you’ve ever had conversations with data professionals, you’ve probably heard “data lineage” pop up quite a few times. So what is data lineage all about, and why is it important?

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Candlestick Chart: A Guide to Creating and Customizing in Python

Analytics Vidhya

Introduction Candlestick charts are a cornerstone in financial data visualization, offering traders and analysts a potent tool for deciphering market movements. These charts provide a concise and visually intuitive representation of price fluctuations over specified time intervals, enabling practitioners to discern patterns and trends quickly. These charts offer a holistic view of market dynamics, facilitating […] The post Candlestick Chart: A Guide to Creating and Customizing in Python ap

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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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Feature scaling: A way to elevate data potential

Data Science Dojo

Feature Engineering is a process of using domain knowledge to extract and transform features from raw data. These features can be used to improve the performance of Machine Learning Algorithms. Feature Engineering encompasses a diverse array of techniques, including Feature Transformation, Feature Construction, Feature Selection, Feature Scaling, and Feature Extraction, each playing a crucial role in refining and optimizing the representation of data for machine learning tasks.

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What is a Destructor in Python? Uses, Code Implementation and More

Analytics Vidhya

Introduction Python is a language known for its simplicity and readability. The concept of destructors may seem like an advanced topic reserved for the depths of object-oriented programming. However, understanding destructors and their role in resource management can greatly enhance the efficiency and reliability of Python applications. This article focuses into the purpose, functionality, and […] The post What is a Destructor in Python?

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NVIDIA Introduces Chat with RTX: An AI Chatbot that Runs on Your PC

Analytics Vidhya

NVIDIA unveils Chat with RTX, a novel AI chatbot designed to revolutionize data analysis on Windows PCs. This innovative tool empowers users to interact with their documents and YouTube videos locally, leveraging the power of NVIDIA RTX GPUs. Let’s delve into the features and potential of this exciting new development. Also Read: Game Changer Alert: […] The post NVIDIA Introduces Chat with RTX: An AI Chatbot that Runs on Your PC appeared first on Analytics Vidhya.

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InstructGPT vs GPT3.5 and GPT 4

Data Science Dojo

InstructGPT is an advanced iteration of the GPT (Generative Pretrained Transformer) language models developed by OpenAI. Here’s a detailed look into InstructGPT: Main objective The main objective of InstructGPT is to better align AI-powered language models with human intentions by training them using Reinforcement Learning from Human Feedback (RLHF).

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ChatGPT Can Now Remember Your Style and Preferences

Analytics Vidhya

ChatGPT, the AI-powered chatbot developed by OpenAI, is undergoing a significant upgrade with the introduction of a memory feature. This enhancement aims to personalize user interactions by allowing the bot to remember previous conversations and user preferences. While this feature holds promise for streamlining interactions, it also raises questions about privacy and user control.

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Survey: 1 in 3 People are Using AI to Save their Love Lives

insideBIGDATA

To find out exactly how people feel about AI influencing their dating journey, our friends over at Top10.com recently surveyed over one thousand adults about the idea. The results might surprise you!

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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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Nerdio: Why Cloud-Based Virtual Desktops Need Support And Control

Adrian Bridgwater for Forbes

Plugging into cloud computing software applications and data services means adopting and opening up an organization’s operational fabric to a massive powerhouse of fun.

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Top 10 AI Animation Tools for 2024

Analytics Vidhya

Introduction In today’s fast-paced digital landscape, animators and content creators continually seek innovative tools to enhance their work efficiency and creativity. With the advent of AI, animation has undergone a remarkable transformation. Thus offering a plethora of options to bring images to life seamlessly. Whether you’re an aspiring animator or a seasoned professional, exploring the […] The post Top 10 AI Animation Tools for 2024 appeared first on Analytics Vidhya.

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Accelerating Success with Databricks: A Deep Dive into antuit.ai's Decision and Customer Impact

databricks

In the dynamic realm of AI-driven forecasting, businesses navigate a landscape where strategic choices shape their trajectory. One such pivotal decision was made.

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Disrupting malicious uses of AI by state-affiliated threat actors

Hacker News

We terminated accounts associated with state-affiliated threat actors. Our findings show our models offer only limited, incremental capabilities for malicious cybersecurity tasks.

AI 182
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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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Top 5 DataCamp Courses for Mastering Generative AI

KDnuggets

Learn the skills you require to kickstart your Generative AI journey with DataCamp - beginner, intermediate, and expert!

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Suikoden creator Yoshitaka Murayama has passed away at 55

Hacker News

Rabbit & Bear Studios 株式会社は、多くのJRPG制作に関わってきたクリエーターが集結し立ち上げた開発会社です。Rabbit & Bear Studios Inc. is a development company established by game creators with a long history of working on JRPGs.

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Generative AI-powered breakthrough in quantum computing

Dataconomy

In a pioneering study published in the MDPI Technologies journal, a team led by Siddhant Jain from the University of Toronto unveils significant insights into the potential of quantum computing in enhancing image synthesis. Their research paper, “ Comparing Classical and Quantum Generative Learning Models for High-Fidelity Image Synthesis ,” embarks on a critical evaluation of Quantum Boltzmann Machines (QBMs) versus traditional generative models, such as Restricted Boltzmann Machine

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U.S. Internet Leaked Years of Internal, Customer Emails

Hacker News

The Minnesota-based Internet provider U.S. Internet Corp. has a business unit called Securence , which specializes in providing filtered, secure email services to businesses, educational institutions and government agencies worldwide. But until it was notified last week, U.S. Internet was publishing more than a decade’s worth of its internal email — and that of thousands of Securence clients — in plain text out on the Internet and just a click away for anyone with a Web browser

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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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Is the Twitch streamer gas leak explosion real?

Dataconomy

Alleged Twitch streamer gas leak divided users. As Twitch continues to dominate the online entertainment landscape, its streamers are constantly seeking ways to stand out in a crowded field. However, one recent incident has raised eyebrows and ignited a fierce debate among viewers. Is the Twitch streamer gas leak incident real or just a part of the Explosive Twitch trend?

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YC's latest Request for Startups

Hacker News

Every week the YC Group Partners meet and discuss the current batch. One common area of discussion is ideas — what kind of ideas are these founders having the best luck with? Which ones are they pivoting away from? These discussions also do a good job of helping us notice the gaps. Ideas that should be made real — and that we’d want to fund!

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You can get NVIDIA Chat with RTX AI on your PC for free now

Dataconomy

Meet NVIDIA Chat with RTX AI, your new smart assistant on your computer, ready to help you find answers quickly. Imagine you’re a university student working on a research paper. You’ve collected numerous articles, notes, and videos related to your topic on your PC, but sorting through all this information can be overwhelming. This is where NVIDIA Chat with RTX AI steps in to streamline your research process.

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European Court of Human Rights bans weakening of secure end-to-end encryption

Hacker News

The European Court of Human Rights yesterday banned a general weakeningof secure end-to-end encryption. The judgement argues that encryptionhelps citizens and companies to protect themselves against hacking,theft of identity and personal data, fraud and the unauthoriseddisclosure of confidential information.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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Mozilla layoffs pivoting towards an AI-driven future

Dataconomy

In the wake of the Mozilla layoffs, the company behind the Firefox browser has unveiled substantial revisions to its product strategy, signaling a potential refocusing on its flagship browser amidst market share challenges. What’s behind these Mozilla layoffs? Following the appointment of a new interim CEO earlier this month, Mozilla, known for its Firefox browser, has initiated significant alterations to its product roadmap, as reported by TechCrunch.

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Firehouse Five and the Cinderella Surprise

Hacker News

My goal was to preserve some never-before-heard recordings of an incredible Dixieland jazz band made up of mostly Disney employees, the Firehouse Five Plus Two. But along the way, I accidentally discovered an incredible lost song that was cut from Walt Disney's Cinderella. And you're about to hear it too. Let's go.

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Prudential Financial suffers a new data breach

Dataconomy

Following the Prudential data breach last week, the company has found itself grappling with unauthorized access to its systems, affecting employee and contractor data. The Prudential data breach is confirmed In a recent disclosure, Prudential Financial announced a data breach last week, during which unauthorized parties accessed and extracted data related to employees and contractors, only to be expelled from the infiltrated systems the following day.

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What made Earth a giant snowball 700M years ago? Scientists have an answer

Hacker News

More than 700 million years ago, planet Earth was plunged into a 57-million-year-long ice age. Australian scientists led by Dr Adriana Dutkiewicz and Professor Dietmar Müller at the University of Sydney now have an answer why this happened.

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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 To Explain Gradient Descent to Your Mom: Complete Tutorial

Towards AI

Author(s): Igor Novikov Originally published on Towards AI. Image by the author Gradient descent is at the core of most AI/ML techniques. It sounds strange and kinda scary. Descent? Oh man, I hope I won’t have to jump with a chute out of a plane.U+1F612 Well, worry not, you might have to jump, but only if you want to. Here is the explanation even your 10-year-old nephew can understand.

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The Argument over a Long-Standing Autism Intervention

Hacker News

Applied Behavior Analysis therapy has a troubling history, and even many supporters say it was used too widely in the past. But has criticism of the practice gone too far?

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Towards Understanding Large Language Models: Fine-Tuning

Towards AI

Author(s): Mohamed Mamoun Berrada Originally published on Towards AI. Fine-Tuning LLMs to shape your own GenAI tools — Part of a Series Large language models, or LLMs, are undoubtedly the stars of 2023. Since then, it has taken on an incredible pace. Chat GPT, Character.ai, Bard, etc.—all these tools that are a few months old are powered by these models.

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Only real people can patent inventions – not AI – US Government says

Hacker News

The US Patent and Trademark Office (USPTO) has said that to obtain a patent a real person must have made a “significant contribution” to the invention and that only a human being can be named as an inventor on a patent.

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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.