Sat.Mar 18, 2023 - Fri.Mar 24, 2023

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How AI Helps Prevent Human Error In Data Analytics

insideBIGDATA

In this contributed article, April Miller, a senior IT and cybersecurity writer for ReHack Magazine, discusses how AI can help limit human error and improve data analysis accuracy. Explore how AI is fixing human error in data analytics and revolutionizing how we approach this critical field.

Analytics 493
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A Complete Collection of Data Science Free Courses – Part 1

KDnuggets

The first part covers the list of Programming, Web scraping, Statistics & Probability, Data Analytics, SQL, and Business Intelligence free courses.

professionals

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Creating Interactive and Animated Charts with ipyvizzu

Analytics Vidhya

Introduction Data visualization (DV) plays a crucial role in analyzing and interpreting data. It helps to identify patterns, trends, and relationships in large and complex datasets, making it easier to communicate insights and findings to a broader audience. With the growing importance of data science and machine learning, data analysis holds a special place in […] The post Creating Interactive and Animated Charts with ipyvizzu appeared first on Analytics Vidhya.

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Fine-Tuning Large Language Models with Hugging Face and DeepSpeed

databricks

Large language models (LLMs) are currently in the spotlight following the sensational release of ChatGPT. Many are wondering how to take advantage of.

ML 283
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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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Heard on the Street – 3/20/2023

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 418
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KDnuggets Top Posts for January 2023: SQL and Python Interview Questions for Data Analysts

KDnuggets

SQL and Python Interview Questions for Data Analysts • 5 SQL Visualization Tools for Data Engineers • 5 Free Tools For Detecting ChatGPT, GPT3, and GPT2 • Top Free Resources To Learn ChatGPT • Free TensorFlow 2.

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Runway AI Gen-2 makes text-to-video AI generator a reality

Dataconomy

What can Runway AI Gen-2 do for you? Let me explain; imagine you need a video that contains a hiker through a jungle brush. What are the options for this that come to mind first? A) Going for a walk in the woods and shooting that video.

AI 203
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Domino Data Lab Makes Cutting-Edge AI Accessible to All Enterprises

insideBIGDATA

Domino Data Lab, provider of a leading Enterprise MLOps platform trusted by over 20% of the Fortune 100, today at NVIDIA’s GTC, a global conference on AI and the Metaverse, announced powerful new updates giving every enterprise access to cutting-edge open-source tools and techniques to achieve AI value sooner.

AI 397
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Plotly Express for Data Visualization Cheat Sheet

KDnuggets

Our latest cheat sheet is a handy reference for Plotly Express, a high-level data visualization library in Python built on top of Plotly.

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Microsoft Power Platform Copilot: The Dawn of a New Era in Low-Code Development

Analytics Vidhya

Introduction The world of software development is ever-evolving, and with the increasing demand for powerful and easy-to-use solutions, low-code development platforms have emerged as game-changers. Microsoft’s Power Platform Copilot is one such cutting-edge platform that aims to transform how we approach software development. In this blog post, we will discuss how the Power Platform Copilot […] The post Microsoft Power Platform Copilot: The Dawn of a New Era in Low-Code Development a

Analytics 296
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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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Microsoft Loop is here to keep you always in sync

Dataconomy

Meet the Microsoft Loop app, an all-in-one solution for Microsoft 365 apps and a mighty rival for Notion. Is Microsoft Loop available now? The public preview of Microsoft Loop, a Notion-like hub for managing tasks and projects that syncs across Microsoft 365 apps and services, went live today.

AI 185
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Hacker demonstrates security flaws in GPT-4 just one day after launch

Flipboard

OpenAI’s powerful new language model, GPT-4, was barely out of the gates when a student uncovered vulnerabilities that could be exploited for malicious ends. The discovery is a stark reminder of the security risks that accompany increasingly capable AI systems.

AI 181
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Introduction to Python Libraries for Data Cleaning

KDnuggets

Accelerate your data-cleaning process without a hassle.

Python 293
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The Controversy of AI Training With Personal Data: A Deep Dive Into Bard’s Use of Gmail

Analytics Vidhya

In a world where artificial intelligence (AI) continues transforming industries, privacy concerns are increasingly becoming a hot topic. The recent revelation that an AI known as ‘Bard’ has been trained with users’ Gmail data has sparked widespread debate amongst the masses. People now question the ethical implications of this practice and worry about the security […] The post The Controversy of AI Training With Personal Data: A Deep Dive Into Bard’s Use of Gmail ap

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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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Cloudflare Disables Access to ‘Pirated’ Content on its IPFS Gateway

Hacker News

The InterPlanetary File System, more broadly known as IPFS , has been around for a few years now. While the name may sound a little alien to the public at large, the peer-to-peer file storage network has a growing user base among the tech-savvy. In short, IPFS is a decentralized network where users make files available to each other. A website using IPFS is served by a “swarm” of users in much the same way BitTorrent users share content with each other.

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Analysts share 8 ChatGPT security predictions for 2023

Flipboard

The release of ChatGPT-4 last week shook the world, but the jury is still out on what it means for the data security landscape. On one side of the coin, generating malware and ransomware is easier than ever before. On the other, there are a range of new defensive use cases.

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Predictive Analytics Helps New Dropshipping Businesses Thrive

Smart Data Collective

Many different industries are growing due to the proliferation of big data. The dropshipping industry is among them. Paul Glen of IBM’s Business Analytics wrote an article titled “ The Role of Predictive Analytics in the Dropshipping Industry.” Glen shares some very important insights on the benefits of utilizing predictive analytics to optimize a dropshipping commpany.

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Detecting novel systemic biomarkers in external eye photos

Google Research AI blog

Posted by Boris Babenko, Software Engineer, and Akib Uddin, Product Manager, Google Research Last year we presented results demonstrating that a deep learning system (DLS) can be trained to analyze external eye photos and predict a person’s diabetic retinal disease status and elevated glycated hemoglobin (or HbA1c, a biomarker that indicates the three-month average level of blood glucose).

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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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ChatGPT plugins

Hacker News

We’ve implemented initial support for plugins in ChatGPT. Plugins are tools designed specifically for language models with safety as a core principle, and help ChatGPT access up-to-date information, run computations, or use third-party services.

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The cloud backlash has begun: Why big data is pulling compute back on premises

Flipboard

The great cloud migration has revolutionized IT, but after a decade of cloud transformations, the most sophisticated enterprises are now taking the next generational leap: developing true hybrid strategies to support increasingly business-critical data science initiatives and repatriating workloads …

Big Data 164
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AI is Driving Huge Changes in Omnichannel Marketing

Smart Data Collective

Artificial intelligence is the latest trend shaping the omnichannel experience for customers in many retail outlets. One of the biggest trends pertains to personalization. The Forbes Research Council wrote an article in October citing research showing that 71% of customers now expect a personalized experience. The article makes the point that AI is key to meeting that expectation.

AI 117
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Training and Making Predictions with Siamese Networks and Triplet Loss

PyImageSearch

Table of Contents Training and Making Predictions with Siamese Networks and Triplet Loss Configuring Your Development Environment Having Problems Configuring Your Development Environment? Project Structure Training Our Siamese Network Model with Triplet Loss Making Predictions with Our Siamese Network Based Face Recognition Model Summary Citation Information Training and Making Predictions with Siamese Networks and Triplet Loss In this tutorial, we will learn to train our Siamese network based f

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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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Article: A Simple Framework for Architectural Decisions

Hacker News

This article describes a framework for making architectural decisions using three building blocks: The company's own Technology Radar; Technology Standards; and Architecture Decision Records (ADRs). The framework clarifies decision-making, team involvement, and information on already made decisions and aligns with the company's needs and culture.

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Can GPT pass my programming courses?

Flipboard

Professeur Caplan reports that ChatGPT, the new AI that is all the rage, can pass his economics midterm and get an A.What about computer science ?

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Single Parents

FlowingData

In the 1950s, less than 10% of families with children were single-parent. In 2022, among families with children, 31% were single-parent — more than three times as common.

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Partial correlation: controlling for confounding variables

SAS Software

A data analyst wanted to estimate the correlation between two variables, but he was concerned about the influence of a confounding variable that is correlated with them. The correlation might affect the apparent relationship between main two variables in the study. A common confounding variable is age because young people [.] The post Partial correlation: controlling for confounding variables appeared first on SAS Blogs.

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Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

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Nvidia Speeds Key Chipmaking Computation by 40x

Hacker News

Nvidia says it has found a way speed up a computation-limited step in the chipmaking process so it happens 40 times as fast as today’s standard. Called inverse lithography, it’s a key tool to allow chipmakers to print nanometer-scale features using light with a longer wavelength than the size of those features. Inverse lithography’s use has been limited by the massive size of the needed computation.

Algorithm 175
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The golden age of AI: Why ChatGPT is just the start

Flipboard

The World Economic Forum's Platform for Shaping the Future of Artificial Intelligence and Machine Learning brings together global stakeholders to …

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Key Strategies to Develop AI Software Cost-Effectively

Smart Data Collective

You have probably read a lot about the major changes brought on by AI technology in recent months. Many people have called 2023 “the year of AI.” Every day we hear new stories about miraculous breakthroughs caused by ChatGPT and other AI applications. For example, ChatGPT recently The Independent said that the technology is starting to show signs that it can think like humans.

AI 113
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Estimate a Markov transition matrix from historical data

SAS Software

In a previous article about Markov transition matrices, I mentioned that you can estimate a Markov transition matrix by using historical data that are collected over a certain length of time. A SAS programmer asked how you can estimate a transition matrix in SAS. The answer is that you can [.] The post Estimate a Markov transition matrix from historical data appeared first on SAS Blogs.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.