Wed.Jun 14, 2023

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Largest Data Engineering Survey Reports on Adoption of Modern Data Stack Tools

insideBIGDATA

Airbyte, creators of a fast-growing open-source data integration platform, made available results of the biggest data engineering survey in the market which provides insights into the latest trends, tools, and practices in data engineering – especially adoption of tools in the modern data stack. Its first worldwide State of Data survey displays results in an interactive format so that anyone can drill further into the information using filters to see, for example, adoption patterns by organizati

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Data Scraping Demystified: How to Extract Valuable Insights from the Web

Analytics Vidhya

The amount and range of data that is accessible online in the modern era is enormous, which makes it a gold mine of significant insights for corporations, researchers, and consumers. However, you must compile specific details before accessing the most valuable data elements. Data scraping, commonly called web scraping, has become a powerful method for […] The post Data Scraping Demystified: How to Extract Valuable Insights from the Web appeared first on Analytics Vidhya.

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Mastering Summarization with ChatGPT

Machine Learning Mastery

Last Updated on June 16, 2023 In this era of information overload, summarizing plays a crucial role in extracting meaningful information from large amounts of data. It is not only time-saving but also facilitates quick decision-making. However, manual summarization techniques of hiring human experts to read, analyze and summarize the data have become obsolete due […] The post Mastering Summarization with ChatGPT appeared first on MachineLearningMastery.com.

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Google Announces AI-Powered Ad Placement to Maximize Ad Views

Analytics Vidhya

Google, a subsidiary of Alphabet, has launched two cutting-edge artificial intelligence (AI) features designed to revolutionize the advertising landscape. These state-of-the-art tools aim to empower brands by automatically identifying optimal ad placements across Google’s expansive range of services. By harnessing the power of AI, Google continues to assert its dominance in the tech industry, showcasing […] The post Google Announces AI-Powered Ad Placement to Maximize Ad Views appear

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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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Paraphrasing tools: How AI and machine learning algorithms revolutionize content rewriting in 2023

Data Science Dojo

Learn how the synergy of AI and Machine Learning algorithms in paraphrasing tools is redefining communication through intelligent algorithms that enhance language expression. Artificial intelligence or AI as it is commonly called is a vast field of study that deals with empowering computers to be “Intelligent”. This intelligence can manifest in different ways, but typically, it results in the automation of mundane tasks.

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Mastering Python For Loop [Explained with Examples]

Analytics Vidhya

Consider that you are planning a concert and that you have a lineup of artists. You must now tell the audience each performer’s name. Each name would need to be announced separately, which would be very time-consuming and tiresome. Here, the Python for loop’s strength is put to use. It helps eliminate the requirement of […] The post Mastering Python For Loop [Explained with Examples] appeared first on Analytics Vidhya.

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OpenAI and DeepMind Collaborate with UK Government to Advance AI Safety and Research

Analytics Vidhya

In an exciting development for the field of artificial intelligence (AI), Google DeepMind, OpenAI, and Anthropic have agreed to grant priority access to their AI models to the UK government. The announcement, made by Prime Minister Rishi Sunak at London Tech Week, aims to foster research and ensure the safety of AI systems. The UK […] The post OpenAI and DeepMind Collaborate with UK Government to Advance AI Safety and Research appeared first on Analytics Vidhya.

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Top 7 best Generative AI courses offered online   

Data Science Dojo

Generative AI is a rapidly growing field with applications in a wide range of industries, from healthcare to entertainment. If you’re interested in learning more about this exciting technology, many great online courses are available. The groundbreaking advancements in Generative AI, particularly through OpenAI, have revolutionized various industries, compelling businesses and organizations to adapt to this transformative technology.

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Meta Launches ‘Human-Like’ Designer AI for Images

Analytics Vidhya

Meta Platforms, the parent company of Facebook and Instagram, has announced its latest artificial intelligence (AI) model that promises to transform image analysis and completion. The newly developed model, named I-JEPA, boasts human-like reasoning capabilities, allowing it to fill in missing elements in images accurately. With this cutting-edge technology, Meta aims to revolutionize computer vision […] The post Meta Launches ‘Human-Like’ Designer AI for Images appeared first on Analytics

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Paraphrasing tools: How AI and machine learning algorithms revolutionize content rewriting in 2023

Data Science Dojo

Learn how the synergy of AI and ML algorithms in paraphrasing tools is redefining communication through intelligent algorithms that enhance language expression. Artificial intelligence or AI as it is commonly called is a vast field of study that deals with empowering computers to be “Intelligent”. This intelligence can manifest in different ways, but typically, it results in the automation of mundane tasks.

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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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In Conversation with Dr. Sagar Dhanraj Pande, Assistant Professor of Data Science

Analytics Vidhya

Introduction In today’s rapidly evolving digital age, the integration of data science has revolutionized numerous industries, including education. As educators strive to provide personalized learning experiences and enhance student outcomes, the role of data science in the teaching domain has become increasingly critical. The ability to collect, analyze, and derive insights from vast amounts of […] The post In Conversation with Dr.

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Free Full Stack LLM Bootcamp

KDnuggets

Want to learn more about LLMs and build cool LLM-powered applications? This free Full Stack LLM Bootcamp is all you need!

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Do you really need GPT-4?

Dataconomy

We are living in exciting times! OpenAI has announced the release of their upgraded models, GPT-3.5-turbo and GPT-4. These versions bring with them some powerful upgrades that are game-changers in the field of generative AI. Breaking down: GPT-3.5-turbo vs GPT-4 OpenAI has restructured their pricing with these new models. While the expanded GPT-3.5-turbo with a context length of 16,000 tokens does come at a higher price ($0.003 per 1,000 input tokens and $0.004 per 1,000 output tokens), the orig

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There and Back Again…a RAPIDS Tale

KDnuggets

This blog post explores the challenges of acquiring sufficient data and the limitations posed by biased datasets using RapidsAI cuDF.

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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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Behavioral Data in the Lakehouse: Databricks Ventures Invests in Snowplow

databricks

Collecting, analyzing, and acting on proprietary data is critical for companies to achieve a competitive edge in customer experience. But it can be.

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Your ultimate guide to Janitor AI API

Dataconomy

Janitor AI API stands as a beacon in the dynamic world of artificial intelligence, effectively revolutionizing communication across myriad sectors. With its advanced features, it serves as a powerful testament to the potential of AI and continues to elevate user experiences to unprecedented heights. As the forerunner in integrating chatbot functionality into diverse applications and platforms, Janitor AI API demonstrates mastery of innovation and serves as an indispensable tool in our digitally

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Guest Post: Using Lamini to train your own LLM on your Databricks data

databricks

This is a guest post from our startup partner, Lamini. Play with this LLM pictured above, trained on Lamini documentation. Live now! You.

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The NVIDIA AI Red Team

Hacker News

Machine learning has the promise to improve our world, and in many ways it already has. However, research and lived experiences continue to show this technology has risks.

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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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KDnuggets News, June 14: GPT4All Your Free Local ChatGPT! • Falcon LLM: The Open-Source King

KDnuggets

GPT4All is the Local ChatGPT for your Documents and it is Free!

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92% of programmers are using AI tools, says GitHub developer survey

Flipboard

AI isn't programming's future, it's its present. It wasn't that long ago that the idea of using AI for development was science fiction.

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A guide to Databricks SQL and Data Warehousing talks at Data + AI Summit 2023

databricks

It's been only 18 months since we announced Databricks SQL general availability - the serverless data warehouse on the Lakehouse - and we.

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Myths Programmers Believe about CPU Caches

Hacker News

As a computer engineer who has spent half a decade working with caches at Intel and Sun, I’ve learnt a thing or two about cache-coherency. This was one of the hardest concepts to learn back in college - but once you've truly understood it, it gives you a great appreciation for system design principles.

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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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Exclusive: 42% of CEOs say AI could destroy humanity in five to ten years

Flipboard

New York CNN Business — Many top business leaders are seriously worried that artificial intelligence could pose an existential threat to humanity in the not-too-distant future.

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Native JSON Output from GPT-4

Hacker News

When integrating LLMs in your products, you often want to generate structured data, like JSONs. With the help of function calling (released June 13th 2023), this process has become much simpler! In this post I will explore the new API. Thanks for reading Simon’s Substack! Subscribe for free to receive new posts and support my work.

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OpenAI updates GPT-4 with new features

Flipboard

ChatGPT will be more helpful with coding than ever before. OpenAI just keeps making ChatGPT better. In a blog post on Tuesday, the AI firm rolled out a handful of new features and pricing updates for certain versions of its flagship ChatGPT chat bot.

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France’s Mistral AI raises a $113M seed round to take on OpenAI

Hacker News

AI is well and truly off to the races: a startup that is only four weeks old has picked up a $113 million round of seed funding to compete against OpenAI in the building, training and application of large language models and generative AI.

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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 Unlocks Mysteries of Brain Fluid Flow: A Leap Forward in Alzheimer's Research - Neuroscience News

Flipboard

Researchers harnessed the power of artificial intelligence (AI) to measure the fluid flow around the brain's blood vessels, a major breakthrough with far-reaching implications for treating diseases like Alzheimer's.

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Trapped Under Trucks

Hacker News

For decades, federal safety regulators ignored credible scientific research and failed to take simple steps to stop gruesome roadway crashes involving heavy trucks. Meanwhile, the bodies piled up.

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Reconstructing indoor spaces with NeRF

Google Research AI blog

Marcos Seefelder, Software Engineer, and Daniel Duckworth, Research Software Engineer, Google Research When choosing a venue, we often find ourselves with questions like the following: Does this restaurant have the right vibe for a date? Is there good outdoor seating? Are there enough screens to watch the game? While photos and videos may partially answer questions like these, they are no substitute for feeling like you’re there, even when visiting in person isn't an option.

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The Deliberate Practice Guide

Hacker News

Deliberate practice is the key to expert performance in writing, teaching, sports, programming, music, medicine, therapy, chess, business, and more. But there’s more to it than 10,000 hours. Read to learn how to accelerate learning, overcome plateaus, turn experience into expertise, and enhance focus.

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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.