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 »

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The Art of Query Building: Data Problems to SQL 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 274
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Heard on the Street – 5/3/2023

insideBIGDATA

Welcome to insideBIGDATA’s “Heard on the Street” 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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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

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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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More Trending

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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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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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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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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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Apache Airflow®: The Ultimate Guide to DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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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 brand’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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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 380
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The mystery of indexing – A guide to different types of indexes in Python

Data Science Dojo

Most Data Science enthusiasts know how to write queries and fetch data from SQL but find they may find the concept of indexing to be intimidating. This blog will aim to clear concepts of how this additional tool can help you efficiently access data, especially when there are clear patterns involved. Having a good understanding of indexing techniques will help you with making better design decisions and performance optimizations for your system.

Python 276
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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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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, you’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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Kinetica Announces Conversational Query – ChatGPT Integration with Analytic Database

insideBIGDATA

Kinetica announced an analytic database to integrate with ChatGPT, ushering in ‘conversational querying.’ 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, we’ll cover what K-Means clustering is, how the algorithm works, choosing K, and a brief mention of its applications.

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New Relic Rocks Up Grok, An AI Observability Assistant

Adrian Bridgwater for Forbes

If we’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 isn’t how New Relic puts it, but this is pretty much what’s happening) then we get smarter systems that we can observe, manage and enjoy all the time.

ML 269
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Chatbot Evolution: ChatGPT Vs. Rule-based

Analytics Vidhya

Introduction Chatbots have become an integral part of the digital landscape, revolutionizing the way businesses interact with their customers. From customer service to sales, virtual assistants to voice assistants, chatbot evolution has taken place in everyday lives and in the way companies communicate with their users. The technological capabilities of chatbots have improved over time, […] The post Chatbot Evolution: ChatGPT Vs.

Analytics 360
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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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ICLR 2023 Paper Award Winners

insideBIGDATA

The International Conference on Learning Representations (ICLR), the premier gathering of professionals dedicated to the advancement of the many branches of artificial intelligence (AI) and deep learning—announced 4 award-winning papers, and 5 honorable mention paper winners.

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The Ultimate Open-Source Large Language Model Ecosystem

KDnuggets

GPT4ALL is a project that provides everything you need to work with state-of-the-art open-source large language models.

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Appian Advances Low-Code Into New Era Of AI Process Automation

Adrian Bridgwater for Forbes

Low-code has evolved. The accelerators and automations behind the low-code method and methodology have now moved forward to a point where key advocates in this space now suggest that low-code has become a commoditized essential substrate element of all software application development.

AI 246
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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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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, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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New Report: 65% Plan to Use ChatGPT Instead of Traditional Search Engines

insideBIGDATA

A new Forbes Advisor report found that over 75% of consumers are concerned about misinformation from AI even though 65% plan to use ChatGPT instead of traditional search engines when searching for information or answers.

AI 363
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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 287
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Announcing Terraform Databricks modules

databricks

The Databricks Terraform provider reached more than 10 million installations, significantly increasing adoption since it became generally available less than one year ago.

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

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

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

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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#insideBIGDATApodcast: On Language Models, Scaling Laws, Reasoning, Multimodal Models, and Ethical AI

insideBIGDATA

For this installment of the insideBIGDATA podcast series we bring you a podcast from The Data Exchange with Ben Lorica.

AI 364
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Building and Training Your First Neural Network with TensorFlow and Keras

KDnuggets

Learn how to build and train your first Image Classification model with Keras and TensorFlow using Convolutional Neural Network.

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Strengthening the Lakehouse Governance Ecosystem: Databricks Ventures Invests in Immuta

databricks

Databricks Ventures is excited to announce our investment in Immuta's Series E funding round, marking the latest step in our six-year partnership with.

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Generative AI in Education: Visual Storytelling From Text – A Python Guide

Analytics Vidhya

Introduction Embark on an exciting journey as I reveal how to harness the power of deep learning to generate captivating images (Generative AI) from textual prompts using Python with Data Storytelling. Explore the extensive possibilities in design, art, and advertising as this comprehensive guide takes you step-by-step through using pre-trained models to craft striking visuals. […] The post Generative AI in Education: Visual Storytelling From Text – A Python Guide appeared first on A

Python 306
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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.