Tue.Jan 30, 2024

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Serving Quantized LLMs on NVIDIA H100 Tensor Core GPUs

databricks

Quantization is a technique for making machine learning models smaller and faster. We quantize Llama2-70B-Chat, producing an equivalent-quality model that generates 2.2x more.

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Generative AI Report – 1/30/2024

insideBIGDATA

Welcome to the Generative AI Report round-up feature here on insideBIGDATA with a special focus on all the new applications and integrations tied to generative AI technologies. We’ve been receiving so many cool news items relating to applications and deployments centered on large language models (LLMs), we thought it would be a timely service for readers to start a new channel along these lines.

AI 273
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How To Concatenate Two or More Pandas DataFrames?

Analytics Vidhya

Introduction Pandas is a powerful data manipulation library in Python that provides various functionalities for working with structured data. One of its critical features is its ability to handle and manipulate DataFrames, which are two-dimensional labelled data structures. In this article, we will explore the concept of concatenating DataFrames in Pandas and discuss its benefits […] The post How To Concatenate Two or More Pandas DataFrames?

Python 307
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5 Free University Courses to Ace Coding Interviews

KDnuggets

For acing coding interviews, you need to have a rock solid foundation in data structures and algorithms. Check out these free university courses to help you in your journey.

Algorithm 273
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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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Meta’s Code Llama 70B: A Game-Changer in AI-Powered Coding

Analytics Vidhya

Meta has recently unveiled its latest achievement in the field of AI programming with the release of Code Llama 70B. This powerful AI programming tool marks a significant leap forward in code generation, competing closely with GPT-4. In this article, we’ll delve into the key features and improvements that Code Llama 70B brings to the […] The post Meta’s Code Llama 70B: A Game-Changer in AI-Powered Coding appeared first on Analytics Vidhya.

AI 296
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Welcome to the Data Intelligence Platform: Databricks + Einblick

databricks

At Databricks, we believe that AI will change the way that enterprises interact with their data. That’s why today, we're excited to welcome t.

AI 290

More Trending

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insideBIGDATA AI News Briefs BULLETIN BOARD for Q1 2024

insideBIGDATA

Welcome insideBIGDATA AI News Briefs BULLETIN BOARD, our timely new feature bringing you the latest industry insights and perspectives surrounding the field of AI including deep learning, large language models, generative AI, and transformers. We’re working tirelessly to dig up the most timely and curious tidbits underlying the day’s most popular technologies.

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Most Commonly Used Methods to Jailbreak ChatGPT and Other LLMs

Analytics Vidhya

Introduction Large Language Models (LLMs) have revolutionized the field of natural language processing, enabling machines to generate human-like text and engage in conversations. However, these powerful models are not immune to vulnerabilities. Jailbreaking and exploiting weaknesses in LLMs pose significant risks, such as misinformation generation, offensive outputs, and privacy concerns.

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Why LLMs Used Alone Can’t Address Your Company’s Predictive Needs

KDnuggets

LLMs aren't the right tool for most business applications. Find out why — and learn which AI techniques are a better match.

AI 254
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Exploring Arc Search: The AI-Powered Browser Making Waves on iPhones

Analytics Vidhya

In the ever-evolving world of web browsers, a new player has entered the stage, and it goes by the name of Arc Search. Developed by The Browser Company, Arc Search is an AI-powered browser for iOS that promises a unique browsing experience. In this article, we delve into the features that set Arc Search apart […] The post Exploring Arc Search: The AI-Powered Browser Making Waves on iPhones appeared first on Analytics Vidhya.

AI 285
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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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CloudBolt CEO: Business Needs To Buy Cloud Based On Value

Adrian Bridgwater for Forbes

FinOps is an operational framework and cultural practice which maximizes the business value of cloud, enables timely data-driven decision-making.

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Comprehensive Guide on Python hash() Method

Analytics Vidhya

Introduction Certain tools in Python stand out for their practical significance in solving computational challenges. One such tool, the hash() method, is pivotal in generating unique object identifiers. Understanding the hash() method provides a nuanced comprehension of fundamental computer science principles and the ability to streamline data retrieval and validation processes in real-world applications.

Python 279
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A Step by Step Guide to Reading and Understanding SQL Queries

KDnuggets

Complex queries seem intimidating, but this guide gives you insight into how to work more easily with SQL queries.

SQL 230
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AI-Driven Chemist RoboChem Accelerates Chemical Synthesis

Analytics Vidhya

The University of Amsterdam has created an AI driven chemist – RoboChem. It is an autonomous AI robot for chemical synthesis. Developed by the UvA’s Van ‘t Hoff Institute for Molecular Sciences, this ingenious creation promises to reshape the landscape of chemical discovery. RoboChem, a result of the tireless efforts of the group of Prof. […] The post AI-Driven Chemist RoboChem Accelerates Chemical Synthesis appeared first on Analytics Vidhya.

AI 279
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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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Does ChatGPT Have The Potential To Become A New Chess Super Grandmaster?

KDnuggets

Case study of LLM's ability to learn, generalize, and be creative.

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How to Iterate Over a Dictionary in Python ?

Analytics Vidhya

Introduction Iterating over a dictionary in Python is a fundamental skill that allows you to efficiently access and manipulate key-value pairs within this versatile data structure. By iterating through a dictionary, you can perform various operations, such as extracting values, updating information, or applying specific logic to each key-value pair.

Python 274
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NSA buying data, maybe even yours

Dataconomy

It turns out the NSA buying data without warrants! The U.S. National Security Agency (NSA) has openly acknowledged its practice of purchasing internet browsing records from data brokers. The disclosure, made public by U.S. Senator Ron Wyden, has thrust ethical and legal concerns surrounding these actions into the spotlight. What makes this revelation particularly unsettling is the nature of the data being procured—internet browsing records laden with metadata about users’ online habits.

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Elon Musk Announced Neuralink’s First Brain Implant

Analytics Vidhya

Elon Musk’s Neuralink successfully implanted its wireless brain chip in a human, marking a significant leap towards connecting human brains to computers. Musk’s claim of “promising” brain activity has stirred excitement, but it comes with its own set of controversies and challenges. Let’s look into the details of this milestone and its implications for the […] The post Elon Musk Announced Neuralink’s First Brain Implant appeared first on Analytics Vidhya

Analytics 273
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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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The first human neuralink brain implant completed, says Elon Musk

Dataconomy

The future came earlier than expected. The first human neuralink brain implant has been completed successfully, and the mastermind behind the idea, Elon Musk, proudly announced it on his X account. It looks like we are starting a new era thanks to Mr. Musk, and this technology has the potential to give life to all those Sci-Fi movies we have been watching over the years.

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6 Ways to Build Your Own Dataset in Python

Analytics Vidhya

Introduction Creating your own dataset is crucial in many data science and machine learning projects. While there are numerous publicly available datasets, building your own dataset allows you to tailor it to your specific needs and ensure its quality. Further in this article, you will explore the importance of custom datasets and provide a step-by-step […] The post 6 Ways to Build Your Own Dataset in Python appeared first on Analytics Vidhya.

Python 270
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We Must Call Time Out on TikTok

Hacker News

An Open Letter to the Artist and Songwriter Community Why We Must Call Time Out on TikTok Our core mission is simple: to help our artists and songwriters attain their greatest creative and commercial potential. To achieve these goals, our teams employ their expertise and passion to strike deals with partners all around the world, partners who take seriously their responsibilities to fairly compensate our artists and songwriters and treat the user experience with respect.

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6 Ways to Iterate over a List in Python

Analytics Vidhya

Introduction Lists, one of the built-in data types in Python, play a crucial role in storing and managing collections of items. When working with lists, iterating over their elements is a common task. This process of accessing each element in a list is known as iteration. In this article, we will explore the various methods […] The post 6 Ways to Iterate over a List in Python appeared first on Analytics Vidhya.

Python 258
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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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New Linux glibc flaw lets attackers get root on major distros

Hacker News

​Unprivileged attackers can get root access on multiple major Linux distributions in default configurations by exploiting a newly disclosed local privilege escalation (LPE) vulnerability in the GNU C Library (glibc). [.

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Building Collaborative AI Agents With CrewAI

Analytics Vidhya

Introduction AI agent development is one of the hottest frontiers of Software innovation. As the quality of Large Language Models evolves, we will witness a surge in AI agent integration with existing software systems. With AI agents, it will be possible to accomplish tasks with voice or gesture commands instead of manually navigating through applications. […] The post Building Collaborative AI Agents With CrewAI appeared first on Analytics Vidhya.

AI 256
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How the AI Boom is a Windfall for Tiny Anguilla

Hacker News

The rising popularity of artificial intelligence has impacted the entire world, including the tiny island of Anguilla. Located in the Caribbean, the country, home to about 15,000 people, has a unique and suddenly in-demand resource. In the late 1980s, the Internet Assigned Numbers Authority (IANA) assigned countries and regions of geographic interest their own two-letter domains.

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OpenAI Revolutionizes ChatGPT Conversations with GPT Mentions

Analytics Vidhya

OpenAI, the AI powerhouse behind ChatGPT, silently introduces an innovative feature called GPT Mentions, offering users a seamless way to integrate custom GPTs or bots into conversations. This beta-stage feature is set to redefine the landscape of conversational AI dynamics, enabling users to effortlessly tag and invoke specialized AI models during their interactions.

AI 251
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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 Will the Golden Age of "Making It Worse" End?

Hacker News

One of the more poignant and ridiculous and enduringly popular contemporary American insanities is the belief that one person—it’s almost always a man, although Jennifer Garner did get to do it in a movie once—can make a critical difference in any bad situation, provided that person is angry and violent enough.

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Building PPT Summarizer Using Streamlit and Gemini Vision API

Analytics Vidhya

Introduction In a world where presentations rely more on appealing graphics than extensive text, using a multimodal approach makes summarizing or preparing presentation notes simple. Consider a tool that not only understands the complexities of photos, charts, and visual features but also can provide a succinct and instructive summary for your audience.

Analytics 244
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A mistakenly published password exposed Mercedes-Benz source code

Hacker News

Mercedes-Benz accidentally exposed a trove of internal data after leaving a private key online that gave “unrestricted access” to the company’s source code, according to the security research firm that discovered it.

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Create YouTube Video With Pictory AI Video Generator

Analytics Vidhya

Introduction Welcome to the future of content creation, where imagination meets innovation – introducing the Pictory AI Video Generator. In a world where visual storytelling is at its peak, the demand for compelling videos is higher than ever. However, not everyone possesses the time, skills, or resources to dive into complex video editing processes.

AI 221
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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.