Tue.Jan 16, 2024

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Going Beyond the Basics of RAG Pipelines: How Txtai Can Help?

Analytics Vidhya

Introduction Effective retrieval methods are paramount in an era where data is the new gold. This article introduces an innovative data extraction and processing approach. Dive into the world of txtai and Retrieval Augmented Generation (RAG), where complex data becomes easily navigable and insightful. By the end of this article, you will know how the fusion of txtai […] The post Going Beyond the Basics of RAG Pipelines: How Txtai Can Help?

Analytics 331
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Generative AI Models Are Built to Hallucinate: The Question is How to Control Them

insideBIGDATA

In this contributed article, Stefano Soatto, Professor of Computer Science at the University of California, Los Angeles and a Vice President at Amazon Web Services, discusses generative AI models and how they are designed and trained to hallucinate, so hallucinations are a common product of any generative model. However, instead of preventing generative AI models from hallucinating, we should be designing AI systems that can control them.

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How to Write Pseudocode?

Analytics Vidhya

Introduction Practical problem-solving is a cornerstone skill in the dynamic realm of data science. One powerful tool in a data scientist’s arsenal is pseudocode. Let’s embark on a comprehensive journey into the world of writing pseudocode, understanding its nuances, and unraveling its significance in data science. Understanding Pseudocode Pseudocode serves as a bridge between problem […] The post How to Write Pseudocode?

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Discover the World of Computer Vision: Introducing MLM’s Latest OpenCV Ebook

KDnuggets

Today, we're proud to announce a significant addition to our catalog at Machine Learning Mastery. Known for our detailed, code-centric guides, we're taking a leap further into the realms of Computer Vision with our latest offering.

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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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Google Introduces InseRF: Text-Driven Object Insertion Method for 3D Scenes

Analytics Vidhya

Google has introduced InseRF, a cutting-edge method for generative object insertion in 3D scenes. This novel technology, based on user-provided textual descriptions and a 2D bounding box, revolutionizes the landscape of 3D scene editing, overcoming existing challenges in generating new objects with precision and consistency. The Birth of InseRF: Text-Driven 3D Scene Editing Google’s announcement […] The post Google Introduces InseRF: Text-Driven Object Insertion Method for 3D Scenes

Analytics 291
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The Top 8 Cloud Container Management Solutions of 2024

KDnuggets

As enterprises rapidly adopt cloud-native technologies, managing containerized applications has become crucial, so this article provides practical insights on the leading container management solutions to help organizations choose the right one for their needs.

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Read This Before Making a Career Switch to Data Science

KDnuggets

From Skill Assessment to Networking: Your Roadmap to Thriving in the World of Data Science.

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Perplexity AI is going to change the way we search, Beware Google!

Analytics Vidhya

Introduction Google has long reigned supreme as the digital gatekeeper, holding unparalleled influence over the vast landscape of the online world. It’s an information titan, handling billions of queries daily, with a user base that spans across the globe. Its algorithm, founded on keyword matching and user behavior analysis, has established the benchmark for swift […] The post Perplexity AI is going to change the way we search, Beware Google!

AI 281
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Rabbit R1 vs AI Pin: Detailed comparison

Dataconomy

The Rabbit R1 vs AI Pin comparison emerges as an important discussion in the headlines. The evolution of smartphones since Apple’s introduction of the iPhone in 2007 has been nothing short of revolutionary, leading us to a point where these devices are no longer just tools for efficiency but have become central to our daily lives. Amidst this backdrop, a new wave of technology startups is rising, each aiming to redefine the way we interact with our gadgets.

AI 217
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Ex-Twitter CEO Parag Agrawal Secures $30M Funding for New AI Startup

Analytics Vidhya

In a notable development within the artificial intelligence (AI) sector, Parag Agrawal, former CEO of Twitter, has successfully secured $30 million in funding for his new startup. This substantial investment, led by Khosla Ventures and supported by Index Ventures and First Round Capital, marks Agrawal’s foray into the competitive landscape of AI, specifically targeting the […] The post Ex-Twitter CEO Parag Agrawal Secures $30M Funding for New AI Startup appeared first on Analytics Vi

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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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Samsung’s future at stake if Galaxy S24 fails to impress

Dataconomy

As the tech world eagerly anticipates the launch of Samsung’s Galaxy S24 and Galaxy AI , the South Korean giant’s stakes have never been higher. In a historic turn of events, Apple has emerged victorious in the smartphone race, surpassing Samsung to become the leading smartphone manufacturer in 2023. According to reports from IDC’s Worldwide Quarterly Mobile Phone Tracker and Canalys, this marks the end of Samsung’s decade-long reign at the top.

AI 193
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Executing Shell Commands with Python

Analytics Vidhya

Introduction Python stands out as a high-level, interpreted, and general-purpose language that empowers developers to achieve various tasks efficiently, including executing shell commands. Whether you want to automate system administration tasks, interact with the operating system, or run external programs, Python provides a simple and efficient way to achieve these goals.

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Le Creuset giveaway scam tricks “Swifties” and “Selenators”

Dataconomy

Bad actors are using the Le Creuset giveaway scam to trick people into giving their credit card information. How do they do that? Of course, by using celebrity identities to trick people into believing that the Le Creuset giveaway scam is legit. However, it is not. Have you heard about the latest scam sweeping the internet? It’s all about a fake giveaway of Le Creuset cookware, and guess what?

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How to Fix Attribute Error in Python?

Analytics Vidhya

Introduction Python, a versatile and powerful programming language, comes with its unique challenges, and one that developers often encounter is the AttributeError. In this comprehensive guide, we will delve into the various types of attribute errors in Python and explore the best practices for handling them. Whether you’re a novice or a seasoned Python developer, […] The post How to Fix Attribute Error in Python?

Python 275
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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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Veritas: Delivering Real-World Data through Datavant on Databricks

databricks

This post was written in collaboration with Jason Labonte, Chief Executive Officer, Veritas Data Research In the realm of healthcare and life sciences.

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All About Python strftime() Function

Analytics Vidhya

Introduction Python strftime() function is a powerful tool for formatting date and time values, allowing developers to represent them in a human-readable format. Understanding this function is crucial for efficiently manipulating date and time data within Python programs. It plays a crucial role in Python programming, especially in data science and analytics, where time-series data […] The post All About Python strftime() Function appeared first on Analytics Vidhya.

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A new kind of climate denial has taken over on YouTube

Hacker News

Illustration by Alex Castro / The Verge Climate change disinformation on YouTube has morphed into a misleading new narrative, according to a report published today. With compounding disasters making it harder to deny that climate change is happening, creators spreading disinformation have pivoted to content that targets clean energy. In the past, content that falsely claimed that climate change was either not happening or not a result of humans burning fossil fuels dominated disinformation chann

AI 181
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Quora’s $75M Boost: AI Chatbot Platform Poe Set for Major Expansion

Analytics Vidhya

Quora, the renowned question-and-answer platform, recently secured a substantial $75 million in funding led by Andreessen Horowitz (a16z). This marks a significant milestone in its venture into AI-driven platforms. The investment, the first in nearly seven years, is set to accelerate the growth of Poe, Quora’s AI chatbot. This funding comes as the platform aims […] The post Quora’s $75M Boost: AI Chatbot Platform Poe Set for Major Expansion appeared first on Analytics Vidhya.

AI 268
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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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LeftoverLocals: Listening to LLM responses through leaked GPU local memory

Hacker News

By Tyler Sorensen and Heidy Khlaaf We are disclosing LeftoverLocals: a vulnerability that allows recovery of data from GPU local memory created by another process on Apple, Qualcomm, AMD, and Imagination GPUs.

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Samsung is Setting Up a No-Human, All-AI Chip Factory

Analytics Vidhya

In a groundbreaking development, Samsung Electronics is set to revolutionize the semiconductor industry, aiming for a complete automation overhaul of its chip manufacturing process by 2030. The South Korean tech giant is spearheading the transition towards an “artificial intelligence fab,” where smart sensors take the reins, minimizing human involvement in this intricate process.

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Stable Code 3B: Coding on the Edge

Hacker News

Stable Code, an upgrade from Stable Code Alpha 3B, specializes in code completion and outperforms predecessors in efficiency and multi-language support. It is compatible with standard laptops, including non-GPU models, and features capabilities like FIM and expanded context size. Trained in multiple programming languages, it sets new benchmarks in coding efficiency and versatility.

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Python Exit Commands: quit(), exit(), sys.exit() and os._exit()

Analytics Vidhya

Introduction Exiting a Python program is a common task, and Python provides several exit commands to facilitate this process. These commands offer flexibility and options for terminating program execution based on different scenarios and requirements. While it may seem straightforward, understanding the differences between quit(), exit(), sys.exit(), and os.

Python 265
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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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Cloned rhesus monkey lives to adulthood for first time

Hacker News

A method that provides cloned embryos with a healthy placenta could pave the way for more research involving the primates. A method that provides cloned embryos with a healthy placenta could pave the way for more research involving the primates.

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Microsoft Plans to Limit GPT-4 Access

Analytics Vidhya

Bing Chat and Copilot plan to limit free access to GPT-4 to “non-peak times,” leaving the AI community curious and, in some cases, concerned. As Microsoft takes steps to redefine its AI landscape, questions arise about the implications of restricting access to the advanced GPT-4 model and its potential impact on users worldwide. GPT -4’s […] The post Microsoft Plans to Limit GPT-4 Access appeared first on Analytics Vidhya.

Analytics 262
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Sampling for Text Generation

Hacker News

ML models are probabilistic. This probabilistic nature makes AI great for creative tasks, but fatal for tasks that depend on consistency and factuality. To understand why AI’s responses are probabilistic, we need to understand how models generate responses, a process known as sampling. In this post, we'll go over different sampling strategies and variables, including temperature, top-k, and top-p.

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Python Dictionary Comprehension: Mastering Data Manipulation with Precision

Analytics Vidhya

Introduction Unlock the potential of Python’s data manipulation capabilities with the efficient and concise technique of dictionary comprehension. This article delves into the syntax, applications, and examples of dictionary comprehension in Python. From advanced strategies to potential pitfalls, explore how dictionary comprehension stacks up against other data manipulation methods.

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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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The Man Who Coined The Word "Robot" Defends Himself

Hacker News

You’re familiar with Karel Čapek, right? If not, you should be—he’s the guy who (along with his brother Josef) invented the word “robot.” Čapek introduced robots to the world in 1921, when his play “ R.U.R. ” (subtitled “Rossum’s Universal Robots”) was first performed in Prague. It was performed in New York City the next year, and by the year after that, it had been translated into 30 languages.

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How to Print Without Newline in Python?

Analytics Vidhya

Introduction Printing without a newline in Python is a valuable skill that empowers developers to enhance user experiences and create dynamic output. This article explores different techniques for achieving this, providing examples and real-world applications. Understanding the Fundamentals The print function in Python comes equipped with the end parameter, defaulting to ‘n’ to append a […] The post How to Print Without Newline in Python?

Python 261
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Uber is closing alcohol delivery service Drizly three years after acquistion

Hacker News

Uber is shutting down alcohol delivery service Drizly three years after the cab-hailing company acquired it for $1.1 billion. Drizly ran independently all this time, and Uber eventually decided to close it, as first reported by Axios. At the time of the acquisition Uber planned to integrate Drizly into Uber Eats, but never came did.

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Coalesce Function in SQL

Analytics Vidhya

Introduction Structured Query Language (SQL) is a cornerstone in database management, offering robust functions to manipulate and retrieve data. Among these functions, the COALESCE function in SQL emerges as a powerful tool for handling NULL values efficiently. This article will explore the syntax, usage, benefits, and advantages of the Coalesce function in SQL.

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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.