Fri.Sep 01, 2023

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Data Blending: Manage Your Data Efficiently and Cost-Effectively

insideBIGDATA

In this contributed article, Lukas Racickas, Product Manager at Coresignal, believes that with the global marketplace witnessing a relentless data surge, business leaders are on a quest for strategies that maximize data utility. 'Data Blending' positions businesses at the frontier of data analytics. By understanding how to harness and consolidate data from disparate sources, businesses can make informed decisions with a newfound agility.

Analytics 415
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Master ChatGPT cheat sheet with examples

Data Science Dojo

Master ChatGPT to automate repetitive tasks, including answering frequently asked questions, allowing businesses to provide efficient and round-the-clock customer support. It assists in generating content such as articles, blog posts, and product descriptions, saving time and resources for content creation. AI-driven chatbots like ChatGPT can analyze customer data to provide personalized marketing recommendations and engage customers in real time.

AI 300
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Exploring Advanced Generative AI | Conditional VAEs

Analytics Vidhya

Introduction Welcome to this article, where we’ll explore the exciting world of Generative AI. We will mainly focus on Conditional Variational Autoencoders or CVAEs, these are like the next level of AI artistry, merging the strengths of Variational Autoencoders (VAEs) with the ability to follow specific instructions, giving us fine-tuned control over image creation.

AI 291
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Fine-tuning LLMs 101: Boosting model expertise and efficiency

Data Science Dojo

Fine-tuning LLMs, or Large Language Models, involves adjusting the model’s parameters to suit a specific task by training it on relevant data, making it a powerful technique to enhance model performance. Pre-trained large language models (LLMs) offer many capabilities but aren’t universal. When faced with a task beyond their abilities, fine-tuning is an option.

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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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The Do’s and Don’ts of Data Monetization

insideBIGDATA

In this contributed article, Dan Lynn, Senior Vice President of Product at Crux, believes as others have pointed out, data may be the new oil in the sense that it’s a valuable commodity that has fueled economic growth in the 21st century. But unlike dwindling oil stocks, the amount of data is only growing, and it’s reusable. So if you’re considering a data monetization program, keep these do’s and don’ts in mind and reuse your organization’s valuable data to generate even more value.

Big Data 259
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Building and Training Large Language Models for Code: A Deep Dive into StarCoder

Analytics Vidhya

Introduction Hey there, fellow tech enthusiasts! Today, I’m excited to take you on a journey through the fascinating world of building and training large language models (LLMs) for code. We will be diving deep into the intricacies of a remarkable model known as StarCoder, which is part of the BigCode project—an open initiative at the […] The post Building and Training Large Language Models for Code: A Deep Dive into StarCoder appeared first on Analytics Vidhya.

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Adversarial Autoencoders: Bridging the Gap Between Autoencoders and GANs

Analytics Vidhya

Introduction In the dynamic landscape of machine learning, synthesizing two potent techniques has given rise to a versatile model known as Adversarial Autoencoders (AAEs). Seamlessly blending the features of autoencoders and Generative Adversarial Networks (GANs), AAEs have emerged as a powerful tool for data generation, representation learning, and beyond.

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KDnuggets 30th Anniversary Interview with Founder Gregory Piatetsky-Shapiro

KDnuggets

Gregory Piatetsky-Shapiro founded KDnuggets 30 years ago, after organizing early workshops on knowledge discovery. In this retrospective interview, he reflects on KDnuggets' growth, key innovations like deep learning, and concerns about AI's societal impact.

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IFS Buys Falkonry, Gloves Off For Real-Time Industrial Monitoring

Adrian Bridgwater for Forbes

Made up of different core entities and elements, enterprises today run workflow systems composed of assets, machines, entire fleets and of course people.

AI 240
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Happy 30th Anniversary KDnuggets!

KDnuggets

KDnuggets celebrates its 30th anniversary with month-long initiatives. First, a "Back to Basics" campaign updates foundational data science content for beginners. Second, in partnership with O'Reilly, the "30 for 30" giveaway offers a free ebook daily to newsletter subscribers.

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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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How to hack Google Bard, ChatGPT, or any other chatbot

Dataconomy

Google Bard, ChatGPT, Bing, and all those chatbots have their own security systems, but they are, of course, not invulnerable. If you want to know how to hack Google and all these other huge tech companies, you will need to get the idea behind LLM Attacks, a new experiment conducted solely for this purpose. In the dynamic field of artificial intelligence, researchers are constantly upgrading chatbots and language models to prevent abuse.

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Increase Your Callback Rate With A LinkedIn Profile

KDnuggets

It is proven that candidates who include a comprehensive LinkedIn profile in their resume have a 71% higher chance of receiving an interview.

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Forever 21 data breach: Over half a million customers and employees at risk

Dataconomy

Forever 21 data breach exposes personal info of 500K+ individuals. The global fashion giant is making headlines once again, and this time, it’s not about the latest fashion trends but a recent data breach that has left over half a million individuals at risk. In a cyberattack that took place earlier this year, the company’s systems were compromised, leading to the exposure of sensitive personal information.

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Microsoft is killing WordPad in Windows after 28 years

Hacker News

Microsoft announced today that it will deprecate WordPad with a future Windows update as it's no longer under active development, though the company did not specify the precise timing of this change. [.

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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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Meet the UFO website you were waiting for, aaro.mil

Dataconomy

The Pentagon has launched a new UFO website called aaro.mil to be “fully” transparent with the community on UFOs. Lately, rumors and leaks about aliens have surfaced, and the people wanted to hear answers from the officials. The Pentagon aims to solve that problem with this new website. The Defense Department has introduced a new website aimed at being a central hub for declassified information concerning unidentified aerial phenomena (UAPs), often referred to as UFOs.

AI 185
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Vitamins, Supplements with Antioxidants Fuel Cancer

Hacker News

While scientists state that natural levels of antioxidants in food are safe, taking supplements containing antioxidants could fuel tumor growth and allow the disease to spread faster.

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A bizzare bug just arrived: Why is my iPhone randomly vibrating?

Dataconomy

Ever experienced the curious case of your iPhone randomly vibrating and dancing to its own beat for no apparent reason? Keep reading and learn why is this happening and how to fix it easily. Picture this : You’re in a serene moment, your iPhone nestled snugly in your pocket. Suddenly, without rhyme or reason, it decides to do a little jig – a spontaneous vibration dance, if you will.

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Some flying robot behavior improvements

Hacker News

Hello, today we are going to talk about some flying robot behavior improvements. Some of the problems we fixed were reported countless times, so I hope that some people will appreciate it :).

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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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Could AI be the spark that ends the opioid epidemic?

Flipboard

The opioid epidemic has had a whack-a-mole kind of complexity, stumping researchers for the better part of two decades, as they’ve attempted to better understand the evolving social and systemic factors that push people to start abusing opioids and also identify potential overdose hot spots.

AI 166
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Why is.US Being Used to Phish So Many of Us?

Hacker News

Domain names ending in “ US ” — the top-level domain for the United States — are among the most prevalent in phishing scams, new research shows. This is noteworthy because.US is overseen by the U.S. government, which is frequently the target of phishing domains ending in.US. Also,US domains are only supposed to be available to U.S. citizens and to those who can demonstrate that they have a physical presence in the United States.US is the “country code top-level doma

Database 181
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AI Hallucinations could usher in the next era of AI: cognitive AI

Flipboard

Machines with cognitive intelligence can do wonders in many real-world applications, including education, healthcare, and career development.

AI 178
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How the FBI took down the Qakbot botnet

Hacker News

A global law enforcement operation this week took down and dismantled the notorious Qakbot botnet, touted as the largest U.S.-led financial and technical disruption of a botnet infrastructure.

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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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My new favorite app is a free PDF editor

Flipboard

PDFGear is a free PDF editor, with the ability to sign, merge, and convert. It even has ChatGPT built-in. Here's why it's my new favorite app.

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Qakbot takedown payload analysis

Hacker News

In a recent international operation, law enforcement agencies from the US and EU have taken down the QakBot botnet (see Press Release by U.S. Department of Justice, or in German, Press Release by Bundeskriminalamt). QakBot is a notorious malware that was primarily distributed via malicious emails.

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Fast-tracking fusion energy’s arrival with AI and accessibility

Flipboard

MIT Plasma Science and Fusion Center will receive DoE support to improve access to fusion data and increase workforce diversity.

AI 173
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‘Peanuts,’ Charles Schulz, and the state that started it all

Hacker News

What more is there to learn about Charlie Brown’s football and Woodstock’s birdbath? An exhibit about cartoonist Charles Schulz offers a unique window into his inspiration: the Midwest.

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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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AI generates video game levels and characters from text prompts

Flipboard

A generative AI model based on small datasets was able to create maps and 2D character models for video games on demand

AI 173
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Ventana’s Unconventional Veyron V1

Hacker News

The RISC-V scene has been heating up. SiFive's designs have moved into higher power and performance envelopes. Alibaba's T-HEAD division has been creating RISC-V chips in a bid to develop a viable line of indigenous server CPUs. Now, Ventana is joining the party with their Veyron V1 core.

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How to buy an AI solution the right way: 7 questions new customers should consider

Flipboard

Here's a high-level guide for evaluating an AI-based solution as a potential customer — an enterprise buyer scorecard, if you will.

AI 157
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Robinhood to buy back Bankman-Fried’s stake for $605M from U.S. government

Hacker News

The shares of Robinhood were seized and transferred to the custody of the U.S. government after FTX and Emergent filed for bankruptcy protection last year.

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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.