Tue.May 16, 2023

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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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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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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)?

Analytics 278
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5 Reasons Why You Should Get Certified

KDnuggets

In today's highly competitive job market, practitioners need every advantage they can get to stand out from the crowd and accelerate in their roles as a high-performing employee. With that in mind, here are 5 reasons why you should earn a SAS certification, and stand out to employers.

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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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Jizai Arms – AI Robotic Arms That Turns You Into Spider-Man

Analytics Vidhya

Imagine being able to control six robotic arms attached to your back, giving you the power to multitask like never before. Japanese robotics company, Exiii Inc., has created exactly that with their latest invention – Jizai Arms, a backpack that can turn you into Spider-Man. The Future of Robotics is Here Jizai Arms is a […] The post Jizai Arms – AI Robotic Arms That Turns You Into Spider-Man appeared first on Analytics Vidhya.

AI 267
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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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Accelerating sales growth : How data science plays a vital role?

Data Science Dojo

“Data science and sales are like two sides of the same coin. You need the power of analytics to drive success.” With today’s competitive environment, it has become essential to drive sales growth using data science for the success of your business. Using advanced data science techniques, companies gain valuable insights to increase sales and grow business.

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OpenAI to Join the Open-Source Race with Public Release of AI Model

Analytics Vidhya

In the world of artificial intelligence (AI), open-source models have been slowly but surely gaining ground. They have now become a legitimate threat to proprietary models owned by organizations like Google. In response to this growing competition, OpenAI is reportedly preparing to release an open-source AI model to the public. On May 16, it was […] The post OpenAI to Join the Open-Source Race with Public Release of AI Model 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 279
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SAP Develops AI-Driven Skills For Workforce Processes

Adrian Bridgwater for Forbes

Embedding generative AI and chatbots into SAP is all about increasing the productivity of all users and opening up new workplace innovations says SAP CEO Christian Klein.

AI 201
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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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Fighting AI with AI Fraud Monitoring for Deepfake Applications

KDnuggets

An overview of Deepfake, and how they are being used to perpetuate financial fraud.

AI 224
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OpenAI is offering a free class in prompt engineering for devs

Flipboard

Whether or not AI lives up to the hype surrounding it will largely depend on good prompt engineering. Prompt engineering is the key to unlocking useful — and usable — outputs from generative AI, such as ChatGPT or its image-making counterpart DALL-E.

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Journeying into the realms of ML engineers and data scientists

Dataconomy

Machine learning engineer vs data scientist: two distinct roles with overlapping expertise, each essential in unlocking the power of data-driven insights. In today’s fast-paced technological landscape, machine learning and data science have emerged as crucial fields for organizations seeking to extract valuable insights from their vast amounts of data.

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Github Copilot and ChatGPT alternatives

Flipboard

There are a growing number of AI coding tools that are alternatives to Copilot. A list of other popular, promising options.

AI 170
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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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Using reinforcement learning for dynamic planning in open-ended conversations

Google Research AI blog

Posted by Deborah Cohen, Staff Research Scientist, and Craig Boutilier, Principal Scientist, Google Research As virtual assistants become ubiquitous, users increasingly interact with them to learn about new topics or obtain recommendations and expect them to deliver capabilities beyond narrow dialogues of one or two turns. Dynamic planning, namely the capability to look ahead and replan based on the flow of the conversation, is an essential ingredient for the making of engaging conversations wit

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The First Year of AI College Ends in Ruin

Flipboard

There’s an arms race on campus, and professors are losing. One-hundred percent AI. That’s what the software concluded about a student’s paper. One of the professors in the academic program I direct had come across this finding and asked me what to do with it.

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GPT-4: Exploring the Advanced Capabilities of the Next-Generation Language Model

Becoming Human

Generative Pre-trained Transformer 4 (GPT-4) is the latest iteration of the groundbreaking GPT series of language models developed by OpenAI. As an advanced artificial intelligence (AI) model, GPT-4 builds upon the success of its predecessor, GPT-3, while exhibiting enhanced capabilities in natural language processing (NLP), understanding, and generation.

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iPhones will be able to speak in your voice with 15 minutes of training

Flipboard

Apple’s new accessibility features can assist those who’ve lost the ability to speak or who are blind or have low vision. Apple today previewed a bundle of new features designed for cognitive, vision, hearing, and mobility accessibility.

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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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What is the Difference Between Personal Assistant Bots and Virtual Assistants?

Chatbots Life

Personal assistant bots and virtual assistants are both AI-powered technologies that are designed to provide assistance to users. However, there are some key differences between the two. Personal Assistant Bots Personal assistant bots are designed to automate specific tasks. They are typically rule-based, meaning that they are programmed to follow a set of instructions.

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Texas A&M Prof Flunks All His Students After ChatGPT Falsely Claims It Wrote Their Papers

Flipboard

A number of seniors at Texas A&M University–Commerce who already walked the stage at graduation this year have been temporarily denied their diplomas …

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Top 5 Generative AI Integration Companies to drive Customer Support in 2023

Chatbots Life

Top 5 Generative AI Integration Companies to Drive Customer Support in 2023 If you’ve been following the buzz around ChatGPT, OpenAI, and generative AI, it’s likely that you’re interested in finding the best Generative AI integration provider for your business. This list of the top 10 companies that offer solutions in generative AI integration could be of great assistance to you.

AI 98
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Dark Web ChatGPT Unleashed: Meet DarkBERT

Flipboard

Researchers from South Korea have released a ChatGPT-like large language model (based on the RoBERTa architecture) that's specifically aimed at Dark …

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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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Controlling SAP HANA Data Sprawl

Dataversity

Enterprises running large SAP HANA instances in the cloud are seeing a new challenge appear as their databases continue to grow. Since SAP HANA has a simplified data layout and structure compared to a more complex legacy database, it was assumed this would result in less data sprawl and duplication. But does the data stay […] The post Controlling SAP HANA Data Sprawl appeared first on DATAVERSITY.

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Google's newest A.I. model uses nearly five times more text data for training than its predecessor

Flipboard

Google's new large language model, which the company announced last week, uses almost five times as much training data as its predecessor from 2022, …

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Deployment of PyTorch Model Using NCNN for Mobile Devices?—?Part 2

Mlearning.ai

Deployment of PyTorch Model Using NCNN for Mobile Devices — Part 2 An introductory example of deploying a pretrained PyTorch model into an Android app using NCNN for mobile devices. Deployment of deep neural network on mobile phone. (a) image by author, (b) image by author, (c) image from “Attention is All You Need” Vaswani et al. [1], (d) image by Shiwa ID on Unsplash.

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OpenAI CEO in "historic" move calls for regulation before Congress

Flipboard

Lawmakers aired fears Tuesday about the potential misuse of generative AI, peppering OpenAI CEO Sam Altman with questions as he repeatedly said he'd …

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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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How Customer Service Chatbots Can Improve The Customer Experience

Chatbots Life

Last Updated on April 11, 2023 A customer service chatbot has become a requisite for achieving great customer satisfaction. 60% of millennials prefer chatbots to have their queries addressed! While chatbots make a route to savings on customer support costs and valuable time, their interaction with your customers can also be a game-changer in the customer experience domain — for good. 40% of people do not bother whether it is a chatbot or a human agent as long as their query is answered efficient

ML 97
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Can artificial intelligence actually increase human productivity?

Flipboard

The World Economic Forum's Centre for the Fourth Industrial Revolution brings together global stakeholders to accelerate the adoption of transparent …

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Current State Analysis of Your Data – Part 4 – Data Outcomes

The Data Administration Newsletter

This article is the fourth installment in a series taking a deep dive on how to do a Current State Analysis on your data. This article focuses on Data Outcomes: what they are, why they are important, and what questions to ask to determine the current state.

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6 takeaways from the OpenAI senate hearing

Flipboard

There's actually bipartisan agreement here. Apparently, one of generative AI's extraordinary capabilities is unifying politicians, the public, and the private sector in regulating it. We saw that today in a Senate Judiciary Committee hearing about how to govern AI.

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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.