Fri.Feb 09, 2024

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Everything You Need to Know About Boxplot

Analytics Vidhya

Introduction In the world of data analysis and statistics, visualizations play a crucial role in understanding the underlying patterns and outliers within datasets. One such powerful visualization tool is the boxplot, a box-and-whisker plot. It summarises one or more data sets based on the five-number summary: minimum, first quartile (Q1), median, third quartile (Q3), and […] The post Everything You Need to Know About Boxplot appeared first on Analytics Vidhya.

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Trillion-Dollar Vision: Sam Altman’s Global Chip Initiative

Unite.AI

In an unprecedented move that could reshape the future of artificial intelligence, Sam Altman, CEO of OpenAI, is spearheading a colossal global fundraising initiative. The ambitious goal? To amass a staggering $5–7 trillion. First reported by WSJ , this vast sum is earmarked for a groundbreaking venture: the development of semiconductor chips specifically tailored for AI applications.

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Top 10 AI Games Shaping the Future of Gaming Industry

Analytics Vidhya

Introduction Welcome to the future of gaming, where Artificial Intelligence (AI) is the new game master. AI has revolutionized various industries, and the gaming sector is no exception. This blog post will take you through the top 10 most influential AI games redefining the gaming landscape ?! Impact of AI in Gaming AI has been […] The post Top 10 AI Games Shaping the Future of Gaming Industry appeared first on Analytics Vidhya.

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Google launches Gemini to replace Bard chatbot

AI News

Google has launched its AI chatbot called Gemini , which replaces its short-lived Bard service. Unveiled in December, Bard was touted as a competitor to chatbots like ChatGPT but failed to impress in demos. Google staff even called the launch “botched” and slammed CEO Sundar Pichai. Now rebranded as Gemini, Google says it represents the company’s “most capable family of models” for natural conversations.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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Matplotlib Timeseries Line Plot: A Complete Guide

Analytics Vidhya

Introduction This article delves into the intricate art of data visualization and demystifies the process of creating, customizing, and interpreting timeseries line plots. Whether you’re a seasoned data analyst or a budding enthusiast, join us as we navigate through the essentials and intricacies of Matplotlib, equipping you with the tools to harness the power of […] The post Matplotlib Timeseries Line Plot: A Complete Guide appeared first on Analytics Vidhya.

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Box Plot in Python using Seaborn: A Comprehensive Guide

Analytics Vidhya

Introduction In data analysis, the ability to visually represent complex datasets is invaluable. Python, with its rich ecosystem of libraries, stands at the forefront of data visualization, offering tools that range from simple plots to advanced interactive diagrams. Among these, Seaborn distinguishes itself as a powerful statistical data visualization library, designed to make data exploration […] The post Box Plot in Python using Seaborn: A Comprehensive Guide appeared first on Analytics

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Improvements to Real-Time Transcription

AssemblyAI

⚡️New Features in our Python SDK for Real-Time Transcription We're excited to announce some new features to our  Python SDK , to improve your experience with building with real-time transcription. Here's what's new:   Temporary Authentication Support for Real-Time:  We've introduced temporary authentication support for Real-Time transcription.

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Top 10 Indian AI Companies Who are Expected to Lead in 2024

Analytics Vidhya

In the dynamic landscape of artificial intelligence (AI), India has emerged as a prominent player, fostering a vibrant ecosystem of innovative companies driving advancements across industries. As we look ahead to 2024, several Indian AI firms stand out for their groundbreaking technologies, visionary leadership, and potential to lead the global AI revolution.

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Can Large Language Models Understand Context? This AI Paper from Apple and Georgetown University Introduces a Context Understanding Benchmark to Suit the Evaluation of Generative Models

Marktechpost

In the ever-evolving landscape of natural language processing (NLP), the quest to bridge the gap between machine interpretation and the nuanced complexity of human language continues to present formidable challenges. Central to this endeavor is the development of large language models (LLMs) capable of parsing and fully understanding the contextual nuances underpinning human communication.

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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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My GPT-4 Prompting Methods: The Why And How For Data Visualization

Towards AI

Author(s): John Loewen, PhD Originally published on Towards AI. My methods of using GPT-4 to optimize my data visual workflow For the past 6 months, I have been a heavy daily GPT-4 user. I know it makes me sound like an addict, but I have found many good reasons and many excellent use cases where this tool is an invaluable resource for improving my data workflow.

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Tiny Titans Triumph: The Surprising Efficiency of Compact LLMs Exposed!

Marktechpost

In the rapidly advancing field of natural language processing (NLP), the advent of large language models (LLMs) has significantly transformed. These models have shown remarkable success in understanding and generating human-like text across various tasks without specific training. However, the deployment of such models in real-world scenarios is often hindered by their substantial demand for computational resources.

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Gemini Ultra vs GPT-4: Did Google Beat GPT-4 This Time?

Artificial Corner

Image generated with Gemini Ultra Hi! We’ll make a brief pause on our mini series about the role of data in the AI revolution because Gemini Advanced was just released. Next week, we’ll continue with it so stay tuned! If you like articles like this, consider becoming a paid subscriber so you don’t miss the exclusive paid articles I publish here on Substack.

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CMU Researchers Introduce VisualWebArena: An AI Benchmark Designed to Evaluate the Performance of Multimodal Web Agents on Realistic and Visually Stimulating Challenges

Marktechpost

The field of Artificial Intelligence (AI) has always had a long-standing goal of automating everyday computer operations using autonomous agents. Basically, the web-based autonomous agents with the ability to reason, plan, and act are a potential way to automate a variety of computer operations. However, the main obstacle to accomplishing this goal is creating agents that can operate computers with ease, process textual and visual inputs, understand complex natural language commands, and carry o

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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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OpenAI CEO Seeks Up To $7 Trillion in Funding for New Semiconductor Fabs

Extreme Tech

The plan is ambitious to say the least, and it would turn the existing semiconductor industry on its head.

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US Air Force Hackathon: How Large Language Models Will Revolutionize USAF Flight Test

databricks

What is the US Air Force (USAF) Hackathon? The Air Force Test Center (AFTC) Data Hackathon is a consortium of test experts across.

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Nvidia to Go After Custom AI Chip Market

Extreme Tech

The company will seek to neuter its biggest threat while it's still gathering steam.

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LIMIT: Less is More for Instruction Tuning

databricks

Pretrained large language models aren’t particularly good at responding in concise, coherent sentences out of the box. At a minimum, they have to b.

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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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Nvidia Grace CPU Loses to Intel Sapphire Rapids in First HPC Benchmarks

Extreme Tech

Nvidia's Arm-based chip seems to have the upper hand in efficiency, however.

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AI’s impact on fraud: A growing challenge for global banking

SAS Software

In 2024, fraud and financial crimes are rising in global banking due to an evolving economic environment and expanding technological capabilities that create new opportunities for fraudsters. In 2023, consumer-focused fraud increased, with attackers posing as energy firms, lottery companies and banks to extract sensitive information from unsuspecting victims.

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Apple Is Toying With an AI Image Editor

Extreme Tech

It’s unclear whether the project will make it to any Apple products, but you can try it out now on GitHub.

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OpenAI GPTs – Unleashing AI’s Potential with custom GPTs

Pragnakalp

What are Custom GPTs? Imagine ChatGPT, your favorite AI language model, getting a superpower upgrade. That’s what Custom GPTs are! They’re not just another AI assistant; they’re tailored versions of ChatGPT, specifically designed to fit your needs and interests. Think of them as your own personalized AI sidekicks, ready to tackle anything you throw their way.

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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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Astronomers Believe They've Discovered a Subsurface Ocean in Saturn's 'Death Star' Moon

Extreme Tech

Little Mimas may be home to an internal sea just a few million years old.

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Enterprises must shift their focus from models to data in AI development

Snorkel AI

In my capacity as a machine learning researcher, I’ve observed a profound paradigm shift in the field of AI development. We are transitioning from a focus on the models and algorithms that underpin AI to a greater emphasis on the data that powers these models. In the enterprise context, where complex, domain-specific data is often the norm, this shift is particularly salient.

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El Impacto del Aprendizaje Automático en el Mercado Laboral LATAM

Great Learning

En un mundo cada vez más digitalizado, América Latina no se queda atrás. Alejándonos de los tradicionales empleos de oficina, la región está viviendo un cambio dramático hacia el uso de aprendizaje automático, o machine learning, transformando la cara laboral a una indescriptible pero emocionante dirección. Parece que ahora es el momento perfecto para sumergirse en esta […] The post El Impacto del Aprendizaje Automático en el Mercado Laboral LATAM appeared first on Great Learning Blog: Fre

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IA Generativa: 3 pilares que todos debemos entender para desatar su potencial en el 2024

SAS Software

Todos seguramente estaremos de acuerdo en que la Inteligencia Artificial Generativa fue la gran protagonista tecnológica de 2023. Según IDC, el gasto de las empresas en IAG se acercó a los 20 mil millones de dólares, proyectándose un incremento del 100 por ciento para el 2024 y una explosión en [.] The post IA Generativa: 3 pilares que todos debemos entender para desatar su potencial en el 2024 appeared first on SAS Blogs.

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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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Enterprises must shift their focus from models to data in AI development

Snorkel AI

In my capacity as a machine learning researcher, I’ve observed a profound paradigm shift in the field of AI development. We are transitioning from a focus on the models and algorithms that underpin AI to a greater emphasis on the data that powers these models. In the enterprise context, where complex, domain-specific data is often the norm, this shift is particularly salient.

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Generative AI, Ethics, and Social Good

ODSC - Open Data Science

Editor’s note: Colleen is a speaker for ODSC East this April 23–25. Be sure to check out her talk, “ Generative AI for Social Good ,” there! The year since ChatGPT’s debut has seen marked increases in news coverage and adoption of generative artificial intelligence methods across industries. Most coverage focuses on large language models (LLMs), which are deep learning frameworks trained on massive text samples to generate believable text output.

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?WEBINAR: Beyond fine-tuning. Approaches in LLM optimization

TheSequence

We've talked about tuning, and we've talked about prompt engineering, but those are not the only techniques at our disposal to optimize LLMs. Join us for the next webinar of our LLM series on 📅 Feb 13th at 🕒 2:00 PM EST as we dive into techniques, methodologies, and best practice approaches to LLM optimization without any fine-tuning involved.

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