Sat.Apr 29, 2023 - Fri.May 05, 2023

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AI might enable us to talk to animals soon. Here's how

Flipboard

As large language models become experts at human speech, they're now shifting their focus to animal communication.

AI 181
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The Best Learning Paths for AI and Data Leadership

Cassie Kozyrkov

How to muscle up on data-related topics quickly Continue reading on Towards Data Science ยป

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The Art of Query Building: Data Problems to SQLย Queries

Analytics Vidhya

Introduction SQL is an important tool for anyone working with data. It will always come in handy if you need to pull relevant information or perform advanced analytics. But have you ever encountered a data problem and had no idea how to write the SQL to solve it? If you have been through it, don’t […] The post The Art of Query Building: Data Problems to SQL Queries appeared first on Analytics Vidhya.

SQL 298
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Heard on the Street โ€“ 5/3/2023

insideBIGDATA

Welcome to insideBIGDATAโ€™s โ€œHeard on the Streetโ€ round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.

Big Data 493
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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, youโ€™ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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HuggingGPT: The Secret Weapon to Solve Complex AI Tasks

KDnuggets

Get ready to discover the next big thing in AI with HuggingGPT. Read this article to develop an understanding of how it works and how it handles complex AI tasks.

AI 375
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Activation Functions in PyTorch

Machine Learning Mastery

Last Updated on May 3, 2023 As neural networks become increasingly popular in the field of machine learning, it is important to understand the role that activation functions play in their implementation. In this article, you’ll explore the concept of activation functions that are applied to the output of each neuron in a neural network […] The post Activation Functions in PyTorch appeared first on MachineLearningMastery.com.

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Why ChatGPT is a Cyber Threat to Businesses

insideBIGDATA

Our friends over at NordVPN discuss that on dark web forums, the number of threads on ChatGPT rose from 37 to 91 in a month, making bot exploitation one of the most popular topics among dark web surfers. Also, ChatGPT and social engineering attacks such as phishing, smishing or pretexting might be easily used to steal valuable information.

Big Data 447
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The Rise of ChatOps/LMOps

KDnuggets

Has there always been a rise in ChatOps and LMOps, or will it happen after the release of ChatGPT and Google Bard?

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Enroll in our New Expert-Led Large Language Models (LLMs) Courses on edX

databricks

Enroll in the introductory course on edX today! The course will begin Summer 2023. New Large Language Model Courses with edX As Large.

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Geoffrey Hinton, Godfather of AI Leaves Google, Warns of Potential Dangers Ahead

Analytics Vidhya

Geoffrey Hinton, a pioneer in artificial intelligence (AI) referred to as “the Godfather of AI,” has left Google. He has joined a growing chorus of critics warning of the potential dangers of AI systems. In an interview last week, Dr. Hinton expressed concerns about the technology at the heart of chatbots like ChatGPT and warned […] The post Geoffrey Hinton, Godfather of AI Leaves Google, Warns of Potential Dangers Ahead appeared first on Analytics Vidhya.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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The 4 Ingredients for Accurate Supply Chain Data Synchronization

insideBIGDATA

In this contributed article, Randy Mercer, VP of Global Products for 1WorldSync, believes that as a brandโ€™s supply chain data responsibility evolves, so do the possibilities for content to provide value. By implementing any of the solutions itemized in the article, brands create a recipe for successfully achieving accurate, seamless supply chain data sharing.

Big Data 396
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Bark: The Ultimate Audio Generation Model

KDnuggets

Bark is a versatile audio generation model that supports multi-language, music, voice cloning, and speaker prompts audio generation.

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New Relic Rocks Up Grok, An AI Observability Assistant

Adrian Bridgwater for Forbes

If weโ€™re adding chat AI to the Ops equation at one end and ML enrichment at the other and then mixing the DNA of both throughout the platform (which isnโ€™t how New Relic puts it, but this is pretty much whatโ€™s happening) then we get smarter systems that we can observe, manage and enjoy all the time.

AI 263
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How to Detect and Handle Deepfakes in the Age of AI?

Analytics Vidhya

Artificial intelligence (AI) has brought many advancements in creating media content nearly indistinguishable from that produced by humans. However, while this technology opens up new possibilities for creativity and innovation, it also poses a significant threat: deepfakes. AI can create manipulated images, videos, or audio files known as deepfakes that can be challenging to identify […] The post How to Detect and Handle Deepfakes in the Age of AI?

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, weโ€™re giving marketing operations the recognition they deserve! We will dive into the 7 P Model โ€”a powerful framework designed to assess and optimize your marketing operations function.

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Kinetica Announces Conversational Query โ€“ ChatGPT Integration with Analytic Database

insideBIGDATA

Kinetica announced an analytic database to integrate with ChatGPT, ushering in โ€˜conversational querying.โ€™ Users can ask any question of their proprietary data, even complex ones that were not previously known, and receive an answer in seconds. The combination of ChatGPT's front-end interface that converts natural language to Structured Query Language (SQL), and Kinetica's analytic database purpose built for true ad-hoc querying at speed and scale, provides a more intuitive and interactive way of

Database 391
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What is K-Means Clustering and How Does its Algorithm Work?

KDnuggets

In this article, weโ€™ll cover what K-Means clustering is, how the algorithm works, choosing K, and a brief mention of its applications.

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Kaiber AI makes creating stunning videos easier than ever

Dataconomy

You probably saw trending videos that transform an image into 3D art and want to try it. Meet Kaiber AI, a powerful and easy-to-use software that allows you to create stunning videos in minutes. Whether you want to make a promotional video or a Spotify Canvas, Kaiber AI Video Tool can help you turn your ideas into reality. Here is an example of what you can do with it.

AI 195
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What is Data Science? A Complete Guide

Analytics Vidhya

Introduction In the modern world, data science(DS) has emerged as one of the most sought-after careers. Fundamentally, it is the art of transforming unstructured data into a usable format and then drawing actionable insights from it. But with technological advancements like machine learning and artificial intelligence, it has become an interdisciplinary area that utilizes computer […] The post What is Data Science?

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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U.S. Hits Z-Library With New Domain Name Seizures

Hacker News

By providing free access to millions of books, Z-Library became the go-to site for many readers in recent years. Z-Library’s very existence was put to the test last November when U.S. law enforcement agencies seized over 200 domain names connected to the site. Two alleged Z-Library operators from Russia were arrested in Argentina as part of a criminal investigation.

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Schedule & Run ETLs with Jupysql and GitHub Actions

KDnuggets

This blog provided you with a comprehensive overview of ETL and JupySQL, including a brief introduction to ETLs and JupySQL. We also demonstrated how to schedule an example ETL notebook via GitHub actions, which allows you to automate the process of executing ETLs and JupySQL from Jupyter.

ETL 282
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The rise of machine learning applications in healthcare

Dataconomy

Machine learning applications in healthcare are rapidly advancing, transforming the way medical professionals diagnose, treat, and prevent diseases. From predicting disease outbreaks to identifying complex medical patterns and helping researchers develop targeted therapies, the potential applications of machine learning in healthcare are vast and varied.

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AI Model That Can Translate Brain Activity into Text

Analytics Vidhya

With the advancement in artificial intelligence, newer methods of reading the human mind will be at play in 2023. Scientists at the University of Texas at Austin have announced a breakthrough in non-invasive brain activity mapping. The team has developed an AI model using fMRI that can translate brain activity into text. It uses a […] The post AI Model That Can Translate Brain Activity into Text appeared first on Analytics Vidhya.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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OPINION: The world is changing fast. Students need data science instruction ASAP

Flipboard

Artificial intelligence, machine learning, neural nets, blockchain, ChatGPT. What do all these new tools and technologies have in common? They run on the same fuel: data , and lots of it. Netflix machine-learning algorithms, for example, leverage rich user data not just to recommend movies, but to decide which new films to make. Facial recognition software deploys neural nets to leverage pixel data from millions of images.

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The Full Story of Large Language Models and RLHF

Hacker News

In the grand tapestry of modern artificial intelligence, how do we ensure that the threads we weave when designing powerful AI systems align with the intricate patterns of human values? This question lies at the heart of AI alignment , a field that seeks to harmonize the actions of AI systems with our own goals and interests. In the past months, an exquisitely human-centric approach called Reinforcement Learning from Human Feedback (RLHF) has rapidly emerged as a tour de force in the realm of AI

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Mojo may be the biggest programming advance in decades

fast.ai

I remember the first time I used the v1.0 of Visual Basic. Back then, it was a program for DOS. Before it, writing programs was extremely complex and Iโ€™d never managed to make much progress beyond the most basic toy applications. But with VB, I drew a button on the screen, typed in a single line of code that I wanted to run when that button was clicked, and I had a complete application I could now run.

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CBSE to Introduce AI, Coding and Data Science from Class 6thย 

Analytics Vidhya

The Central Board of Secondary Education (CBSE) has announced plans to introduce cutting-edge technology subjects such as artificial intelligence (AI), coding, and data science into the school curriculum for students in classes VI to VIII. The move departs from the current practice of offering skill subjects only after class XI. Also Read: Introduction to Artificial […] The post CBSE to Introduce AI, Coding and Data Science from Class 6th appeared first on Analytics Vidhya.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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Mind-reading technology has arrived

Flipboard

PhD student Jerry Tang prepares to collect brain activity data in the Biomedical Imaging Center at the University of Texas at Austin. | Nolan Zunk/The University of Texas at Austin An AI-powered โ€œbrain decoderโ€ can now read your thoughts with surprising accuracy. For a few years now, Iโ€™ve been writing articles on neurotechnology with downright Orwellian headlines.

AI 181
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Brain activity of dying people shows signs of near-death experiences

Hacker News

High-frequency brainwaves in specific regions of the brain are thought to be a hallmark of consciousness and memory retrieval โ€“ now they have been recorded in two people as they died01

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Visualizing new ways to protect sharks with data and analytics

SAS Software

Where do hammerhead sharks go at night? And perhaps more importantly, why? Research Scientist and Professor Alex Hearn of the Galapagos Science Center hoped that a team of SAS analytics volunteers would be able to answer that by analyzing data he has collected over nearly two decades. The project is [.

Analytics 145
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Anomaly Detection in Credit Card Fraud

Analytics Vidhya

Introduction We live in a world that’s filled with data. Think about it – you probably use multiple online accounts every day, from email to social media to online shopping. But have you ever had a moment where you were using one of these accounts and received a notification on your phone asking if it’s really you trying to […] The post Anomaly Detection in Credit Card Fraud appeared first on Analytics Vidhya.

Analytics 323
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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.