Sat.May 13, 2023 - Fri.May 19, 2023

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5 newer data science tools you should be using with Python

Flipboard

Python's rich ecosystem of data science tools is a big draw for users.

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Close the Data Gap

insideBIGDATA

In this contributed article, Sangeeta Krishnan highlights how a data gap refers to missing data about a particular area of interest. Data gaps are a problem for organizations of all sizes. They can be costly, frustrating and time consuming to fix. But with the right strategies and tools, you can identify where the problems lie and implement effective changes.

Big Data 530
professionals

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What are Large Language Models

Machine Learning Mastery

Last Updated on May 19, 2023 Large language models (LLMs) are recent advances in deep learning models to work on human languages. Some great use case of LLMs has been demonstrated. A large language model is a trained deep-learning model that understands and generates text in a human-like fashion. Behind the scene, it is a […] The post What are Large Language Models appeared first on MachineLearningMastery.com.

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OpenAI’s New Tool Explains Behavior of Language Model At Every Neuron Level

Analytics Vidhya

In recent news, OpenAI has been working on a groundbreaking tool to interpret an AI model’s behavior at every neuron level. Large language models (LLMs) such as OpenAI’s ChatGPT are often called black boxes. Even data scientists have trouble explaining why a model responds in a particular manner, leading to inventing facts out of nowhere. […] The post OpenAI’s New Tool Explains Behavior of Language Model At Every Neuron Level appeared first on Analytics Vidhya.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Breaking Down AutoGPT

KDnuggets

AutoGPT has taken the world by storm and has even surpassed ChatGPT itself. So, get ready to dive into the exciting world of Auto-GPT.

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Heard on the Street – 5/15/2023

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 459

More Trending

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One-Stop Framework Building Applications with LLMs

Analytics Vidhya

Introduction Large Language Models (LLMs) have been gaining popularity for the past few years. And with the entry of Open AIs ChatGPT, there was a massive popularity gain in the Industry towards these LLMs. These Large Language Models are being worked upon to create different applications from Question Answering Chatbots to Text Generators to Conversational […] The post One-Stop Framework Building Applications with LLMs appeared first on Analytics Vidhya.

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Community Spotlight: Brett Mullins

DrivenData Labs

The Community Spotlight celebrates the diversity of expertise, perspectives, and experiences of our community members. In this post we sit down with Brett Mullins, a winner of the Differential Privacy Temporal Map Challenge and a graduate student at the University of Massachusetts at Amherst. Name: Brett Mullins ¶ Hometown: Atlanta, Georgia ¶ Tell us a little about yourself.

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FeatureByte Releases FeatureByte SDK in Open Source

insideBIGDATA

FeatureByte, an AI startup formed by a team of data science experts, announced the release of its open-source FeatureByte SDK. The SDK allows data scientists to use Python to create state-of-the-art features and deploy feature pipelines in minutes – all with just a few lines of code. FeatureByte automatically generates complex, time-aware SQL to perform feature transformations at scale in cloud data platforms such as Databricks and Snowflake.

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Databricks on GCP - A practitioners guide on data exfiltration protection.

databricks

The Databricks Lakehouse Platform provides a unified set of tools for building, deploying, sharing, and maintaining enterprise-grade data solutions at scale. Databricks integrates.

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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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Data Mining vs Machine Learning: Choosing the Right Approach

Analytics Vidhya

Data mining and machine learning are two closely related yet distinct fields in data analysis. With both techniques extracting valuable insights, it becomes crucial to understand their characteristics, applications, and methodologies. What is data mining vs machine learning? How do they differ in terms of goals and approaches? This article aims to shed light on […] The post Data Mining vs Machine Learning: Choosing the Right Approach appeared first on Analytics Vidhya.

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Principal Component Analysis (PCA) with Scikit-Learn

KDnuggets

Learn how to perform principal component analysis (PCA) in Python using the scikit-learn library.

Python 291
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Cognizant Launches Cognizant Neuro®? AI Platform to Help Companies Responsibly Deploy Generative AI at Enterprise Scale

insideBIGDATA

Cognizant (NASDAQ: CTSH) announced a new, enterprise-wide platform, Cognizant Neuro®️ AI, designed to provide enterprises with a comprehensive approach to accelerate the adoption of generative AI technology and harness its business value in a flexible, secure, scalable and responsible way.

AI 397
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Latency goes subsecond in Apache Spark Structured Streaming

databricks

Apache Spark Structured Streaming is the leading open source stream processing platform. It is also the core technology that powers streaming on the.

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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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Top 5 AI Tools for Google Sheets

Analytics Vidhya

Introduction Spreadsheets are a fundamental tool used in businesses worldwide. They help with organizing data, tracking financials, and much more. However, handling large amounts of data can be time-consuming and error-prone. Fortunately, artificial intelligence (AI) has revolutionized how we use spreadsheets. There are now many AI tools available that can automate manual tasks and streamline […] The post Top 5 AI Tools for Google Sheets appeared first on Analytics Vidhya.

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Super Bard: The AI That Can Do It All and Better

KDnuggets

A new AI Bard powered by PaLM V2 that can write, translate, and code better than ChatGPT.

AI 319
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insideBIGDATA Latest News – 5/18/2023

insideBIGDATA

In this regular column, we’ll bring you all the latest industry news centered around our main topics of focus: big data, data science, machine learning, AI, and deep learning. Our industry is constantly accelerating with new products and services being announced everyday. Fortunately, we’re in close touch with vendors from this vast ecosystem, so we’re in a unique position to inform you about all that’s new and exciting.

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Best AI photo editors can take your work from ordinary to extraordinary with just a click

Dataconomy

Considering the numerous amounts of accessible tools, finding the best AI photo editor in 2023 might be difficult. In recent years, artificial intelligence (AI) photo editing software has become increasingly sophisticated and widely available, providing a wide variety of capabilities and benefits. There is an AI photo editor for every need, be it to enhance your photos, add striking effects, or remove unwanted objects.

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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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AI Pilots May Soon Fly Passenger Planes, Says Emirates Airline President

Analytics Vidhya

In a recent interview, the president of Emirates Airline, Tim Clark, shared his belief that passenger planes may soon be flown by artificial intelligence (AI) co-pilots, with the possibility of a single-pilot aircraft. While some passengers may feel more comfortable knowing there are two pilots in the cockpit, Clark emphasized that the technology for fully […] The post AI Pilots May Soon Fly Passenger Planes, Says Emirates Airline President appeared first on Analytics Vidhya.

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Bayesian vs Frequentist Statistics in Data Science

KDnuggets

Is your statistical alignment Bayesian or a Frequentist?

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From Data Mess to Data Mesh 

insideBIGDATA

In this contributed article, David Castro-Gavino, Global Vice President of Data at HelloFresh, highlights how the data mesh movement has been underway in recent years with the goal of reducing interdependencies and enabling self-service business intelligence. However, moving to a distributed data ownership takes organization, planning and buy-in from the right stakeholders, and we cannot underestimate the cultural change needed to accomplish this.

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Anti-Piracy Program Accused of Violating Citizens’ Fundamental Rights

Hacker News

When the French government formed a new anti-piracy agency called Hadopi, the mission was to significantly disrupt BitTorrent and similar peer-to-peer file-sharing networks. Hadopi was a pioneer of the so-called “graduated response” scheme which consists of monitoring a file-sharer’s internet activities and following up with a warning notice to deter their behavior.

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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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How to Evaluate a Large Language Model (LLM)?

Analytics Vidhya

Introduction With the release of Chatgpt and other Large Language Models (LLMs), there has been a significant increase in the number of models available. New LLMs are being released every other day. Despite this, there is still no fixed or standardized way to evaluate the quality of these Large Language models. This article will review […] The post How to Evaluate a Large Language Model (LLM)?

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5 ChatGPT Features to Boost your Daily Work

KDnuggets

And how to enhance your code quality using it.

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WEKA Rolls Out New Features and Enhancements in 4.2 Software Release

insideBIGDATA

WekaIO, the data platform provider for performance-intensive workloads, unveiled version 4.2 of the WEKA® Data Platform. The new release brings a variety of enhanced features and new capabilities to the company designed to increase the affordability and performance of next-generation technologies for WEKA’s customers. These include advanced data reduction and a new container storage interface (CSI) plug-in for stateful containerized workloads that can help customers dramatically lower their stor

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Just Calm Down About GPT-4 Already

Flipboard

Rapid and pivotal advances in technology have a way of unsettling people, because they can reverberate mercilessly, sometimes, through business, employment, and cultural spheres. And so it is with the current shock and awe over large language models, such as GPT-4 from OpenAI. It’s a textbook example of the mixture of amazement and, especially, anxiety that often accompanies a tech triumph.

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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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Microsoft Invests in No-Code App Builder Builder.ai

Analytics Vidhya

Microsoft has announced its investment in Builder.ai, a London-based no-code app builder that uses artificial intelligence (AI) to break down software development into reusable Lego-like features. The tech giant has not disclosed the amount of its equity investment. Still, the collaboration will accelerate the go-to-market growth of Builder.ai’s platform through product connections across the Microsoft […] The post Microsoft Invests in No-Code App Builder Builder.ai appeared first on

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Vint Cerf’s Career Advice for Engineers

Hacker News

Vint Cerf, recipient of the 2023 IEEE Medal of Honor , has this advice to engineers starting out their careers: “If you really want to do something big, get help, and preferably from people who are smarter than you are.” “Be humble, because unless you approach things with the understanding that you really don’t know exactly how to make it all work, you may overlook possibilities.

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Make SAP ERP deployments future-ready with IBM Cloud

IBM Journey to AI blog

As we navigate an unstable economy, organizations across industries want to be “future-ready,” and that requires systems and processes that can continuously evolve in response to the marketplace demands. For customers who run their operations on SAP, this means modernizing to a cloud ERP platform that supports greater flexibility and agility.

Analytics 136
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What Higher Ed Gets Wrong About AI Chatbots — From the Student Perspective

Flipboard

As a doctoral student at the University of California at Los Angeles, I was among those who got a recent campus-wide email with an urgent directive: Don’t use AI chatbots like ChatGPT or Bard or Bing, as doing so “is equivalent to receiving assistance from another person.” Upon reading it, I took a pause. I’m a former educator in the process of writing my dissertation for my Doctorate of Education, as part of a part-time program while working a full-time job at Google.

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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.