Mon.Mar 11, 2024

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Fine-Tune Your LLMs or Face AI Failure

insideBIGDATA

In this contributed artticle, Dr. Muddu Sudhakar, CEO and Co-founder of Aisera, focuses on the downsides of general-purpose Gen AI platforms and why enterprises can derive more value from a fine-tuned model approach.

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Indian Government Approves Rs 10,372 Crore Fund for India AI Mission

Analytics Vidhya

India’s recent announcement of the India AI Mission has sparked optimism among industry experts and entrepreneurs. The mission comes with a significant financial outlay and a focus on fostering innovation in the deep tech sector. It aims to address the longstanding challenges faced by Indian startups in accessing funding and support. Let’s delve into the […] The post Indian Government Approves Rs 10,372 Crore Fund for India AI Mission appeared first on Analytics Vidhya.

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Pegasystems CEO Calls For Deeper View Of Low-Code

Adrian Bridgwater for Forbes

If the low-code software industry is going to talk about digital transformation, then it should at least point to the what, when and why of those elements of work that are being transformed.

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Infibeam Avenues Launches THEIA: A Game-Changer in Video AI Development

Analytics Vidhya

Infibeam Avenues has recently introduced THEIA, a revolutionary video AI developer platform, poised to transform the landscape of artificial intelligence applications across various sectors. The platform promises to unlock new possibilities in video data utilization, enabling businesses, institutions, and governments to harness the power of AI for enhanced productivity and efficiency.

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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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Finding Value with Data: The Cohesive Force Behind Luxury Real Estate Decisions

Machine Learning Mastery

The real estate industry is a vast network of stakeholders including agents, homeowners, investors, developers, municipal planners, and tech innovators, each bringing unique perspectives and objectives to the table. Within this intricate ecosystem, data emerges as the critical element that binds these diverse interests together, facilitating collaboration and innovation.

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Top 6 Generative AI Skills that will Supercharge your Career

Analytics Vidhya

Introduction With the potential to add $2.6 trillion to $4.4 trillion annually to the global economy, Generative AI has made its way into almost every industry. It is revolutionizing the way businesses approach problem-solving, inventiveness, and innovation. Consequently, companies are on a constant lookout for candidates with Generative AI skills that could help them stay […] The post Top 6 Generative AI Skills that will Supercharge your Career appeared first on Analytics Vidhya.

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Ruchi Bhatia’s Journey from Coding Prodigy to Triple Kaggle Grandmaster

Analytics Vidhya

At Analytics Vidhya, we’re shining a spotlight on women in data science this March. Dive into the inspiring journey of Ruchi Bhatia, a leader in the field. Stay tuned for her story and more empowering narratives all month long! Let’s look at her story of inspiration! Ruchi Bhatia’s Story in her own Words My Data […] The post Ruchi Bhatia’s Journey from Coding Prodigy to Triple Kaggle Grandmaster appeared first on Analytics Vidhya.

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Python Enum: How To Build Enumerations in Python

KDnuggets

Learn how to create and use enumerations in Python using the built-in enum module.

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Musk crosses the rubicon: Grok goes open-source

Dataconomy

Elon Musk recently announced that his AI venture, xAI, will be making Grok, its chatbot that competes with ChatGPT, openly available this week. This move comes shortly after Musk took legal action against OpenAI, criticizing the organization for moving away from its open-source beginnings, despite being supported by Microsoft. This week, @xAI will open source Grok — Elon Musk (@elonmusk) March 11, 2024 In the last 1-2 weeks leading up to the open-source announcement, Elon Musk found himsel

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4 Certifications to Become Job-Ready in 30 Days

KDnuggets

From learning to earning: 4 essential DataCamp certifications to land your dream job.

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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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Which one to go for: Claude 3 Sonnet vs. Opus vs. Haiku

Dataconomy

Let’s compare Claude 3 Sonnet vs Opus vs Haiku. We covered the news when new Claude 3 models are released. Today, we aim to provide clarity by comparing three of these models. Firstly, before diving into one of these models, it’s important for businesses to figure out exactly what they need and want from it. Think about what tasks you want to automate, how smart you need the AI to be, and how much money you have to spend.

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What Separates the Winners and Losers in the Connected Vehicle Data Revolution

databricks

"Building vehicles that are more like smartphones is the future. We're about to change the ride just like Apple and all the smartphone.

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Google’s Social Learning: LLMs unite for collective knowledge

Dataconomy

Google has rolled out an innovative AI framework termed “Social Learning,” designed to boost the collaborative prowess of language models while safeguarding user privacy. This new framework permits AI models to engage in natural language exchanges, sharing insights and enhancing their collective ability on diverse tasks without breaching privacy.

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Automakers are sharing consumers' driving behavior with insurance companies

Hacker News

LexisNexis, which generates consumer risk profiles for the insurers, knew about every trip G.M. drivers had taken in their cars, including when they sped, braked too hard or accelerated rapidly.

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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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Randomized Algorithms for Precise Measurement of Differentially-private, Personalized

Machine Learning Research at Apple

This paper was accepted at The 5th AAAI Workshop on Privacy-Preserving Artificial Intelligence. Personalized recommendations form an important part of today's internet ecosystem, helping artists and creators to reach interested users, and helping users to discover new and engaging content. However, many users today are skeptical of platforms that personalize recommendations, in part due to historically careless treatment of personal data and data privacy.

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Elon Musk Has a Giant Charity. Its Money Stays Close to Home

Hacker News

After making billions in tax-deductible donations to his philanthropy, the owner of Tesla and SpaceX gave away far less than required in some years — and what he did give often supported his own interests.

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Even CISA can be breached

Dataconomy

There’s an old saying, “ the shoemaker’s son always goes barefoot.” It’s a curious twist of fate that those closest to the source often miss out on the benefits. In a modern-day echo of this proverb, the Cybersecurity and Infrastructure Security Agency (CISA) found itself in a tight spot. What’s the reason behind the CISA data breach?

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Are We Watching the Internet Die?

Hacker News

Sometime this month, Reddit will go public at a valuation of $6.5bn. Select Redditors were offered the chance to buy stock at the initial listing price, which it hasn’t announced yet but is expected to be in the range of $31-34 per share.

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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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Copilot GPT Builder arrives: Your AI, your way

Dataconomy

Microsoft has recently unveiled its highly anticipated Copilot GPT Builder. While the announcement didn’t come as a surprise, it underscores Microsoft’s commitment to innovation in the field. Previously, OpenAI’s ChatGPT had taken the lead with its GPTs feature, allowing users to create custom GPTs and stay ahead of rivals. However, Microsoft’s introduction of Copilot Pro earlier this year promised to shake up the competition by offering users the ability to craft their o

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European Commission's use of Microsoft 365 infringes data protection law for EU

Hacker News

Following its investigation, the EDPS has found that the European Commission (Commission) has infringed several key data protection rules when using Microsoft 365. In its decision, the EDPS imposes corrective measures on the Commission. The EDPS has found that the Commission has infringed several.

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Flex— Review (With a focus on its AI Features)

Dataconomy

Don’t play games when it comes to your gym time this year. The best digital fitness app on the market can now do that for you. Digital fitness frontrunner, Flex, is redefining the world of AI fitness with new social features and leaderboards that let you turn even your toughest workouts into a game. Using artificial intelligence, the platform has recently announced a new global leaderboard feature as well as social sharing functionality.

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Google's Threat Model for Post-Quantum Cryptography

Hacker News

Read on to understand how Google currently evaluates the threat landscape related to post-quantum cryptography, and what implications this has for migrating from classical cryptographic algorithms to PQC.

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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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AI stirs up trouble in Kensington Palace

Dataconomy

When a photo of Kate Middleton, the Duchess of Cambridge, surfaced online, it sparked more questions than answers. Shared by Kensington Palace to quell rumors, the image triggered a wave of speculation instead. Major photo agencies swiftly removed it, fueling internet chatter. But what’s the real story behind the commotion? Thank you for your kind wishes and continued support over the last two months.

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Incognito Darknet Market Mass-Extorts Buyers, Sellers

Hacker News

Borrowing from the playbook of ransomware purveyors, the darknet narcotics bazaar Incognito Market has begun extorting all of its vendors and buyers, threatening to publish cryptocurrency transaction and chat records of users who refuse to pay a fee ranging from $100 to $20,000. The bold mass extortion attempt comes just days after Incognito Market administrators reportedly pulled an “exit scam” that left users unable to withdraw millions of dollars worth of funds from the platform.

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Hyper-personalization as a differentiator for banks

SAS Software

Best-selling author and banking industry futurist Brett King once said, “The easiest customer experience isn’t one where you drive to the branch, find a parking spot, wait in line, ask advice, and sign a piece of paper. It’s one where you activate the service you need in real time when [.

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Intel Gaudi2 chips outperform Nvidia H100 on diffusion transformers

Hacker News

Our commitment to developing cutting-edge open models in multiple modalities necessitates a compute solution capable of handling diverse tasks with efficiency. To this end, we conducted a performance analysis, training two of our models, including the highly anticipated Stable Diffusion 3.

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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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Can a 7B Parameter Large Model Run on 24GB of Memory?

Towards AI

Last Updated on March 13, 2024 by Editorial Team Author(s): Meng Li Originally published on Towards AI. Created by Meng Li Training large language models always presents a significant challenge with memory. Weights and optimizer states consume a considerable amount of memory. To save memory, some techniques have been devised, such as Low-Rank Adaptation (LoRA), which involves adding trainable low-rank matrices to pre-trained weights.

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The later we meet someone in a sequence, the more negatively we describe them

Hacker News

New research finds that unconscious bias could disadvantage people who happen to be evaluated later in a sequence, whether it's job applicants, contestants on a reality show, or Tinder dates.

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A Comprehensive Guide to PyTorch Tensors: From Basics to Advanced Operations

Towards AI

Last Updated on March 13, 2024 by Editorial Team Author(s): Fatma Elik Originally published on Towards AI. Photo by Sebastian Coman Photography on Unsplash Unlock PyTorch tensor mastery!U+2728 From basics to advanced operations, elevate your Deep Learning skills with this comprehensive guide. U+1F525 Overview of the Course Structure U+1F9F5 Introduction to TensorsCreating TensorsRetrieving Information from TensorsManipulating TensorsHandling Tensor ShapesMatrix Multiplication in Depth To be a ma

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No installation required: how WebAssembly is changing scientific computing

Hacker News

Enabling code execution in the web browser, the multilanguage tool is powerful but complicated. Enabling code execution in the web browser, the multilanguage tool is powerful but complicated.

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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.