Mon.Mar 20, 2023

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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 419
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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 294
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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 356
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Machine Learning and AI in Game Development in 2023

Analytics Vidhya

Introduction Whether you are a gaming enthusiast or not, you must have experienced the quality of modern-day games. Since the earliest days of basic, pixelated graphics and constrained gameplay possibilities, the gaming industry has advanced significantly. The graphics and narratives in today’s games are astonishingly lifelike and provide countless hours of amusement.

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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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Unlocking Hidden Value From Production Line Data

insideBIGDATA

In this contributed article, Dr Richard Parmee, founder and CEO of Sapphire Inspection Systems, highlights how the increased connectivity of devices and data analysis tools is now making it possible to unlock hidden value from production-line data. He explains how the real-time insights from end-of-line inspection equipment can be used to optimize processes.

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MLOps for Natural Language Processing (NLP)

Analytics Vidhya

Introduction The artificial intelligence of Natural Language Processing (NLP) is concerned with how computers and people communicate in everyday language. In light of the deployment of NLP models in production systems, we need to streamline the rising use of NLP applications leading to MLOps (Machine Learning Operations) for NLP being helpful. Automating the creation, training, […] The post MLOps for Natural Language Processing (NLP) appeared first on Analytics Vidhya.

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DeBERTa V3: The Most Recent Member of DeBERTa Family of Generative AI Models

Analytics Vidhya

Introduction DeBERTa v3 is the most recent member of the DeBERTa family of generative AI models, which has taken the world of natural language processing by storm. DeBERTa v3, created by Microsoft researchers, has established new benchmarks in multiple NLP tasks, such as language comprehension, text generation, and question answering. The DeBERTa v3 model is […] The post DeBERTa V3: The Most Recent Member of DeBERTa Family of Generative AI Models appeared first on Analytics Vidhya.

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Top Posts March 13-19: GPT-4: Everything You Need To Know

KDnuggets

GPT-4: Everything You Need To Know • 4 Ways to Generate Passive Income Using ChatGPT • OpenChatKit: Open-Source ChatGPT Alternative • 5 Free Tools For Detecting ChatGPT, GPT3, and GPT2 • ChatGPT for Data Science Cheat Sheet

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Unwind and relax – Data Science Dojo’s virtual yoga session for improved wellness

Data Science Dojo

In today’s world, it’s common to feel pulled in many directions, with work, family, and other obligations competing for our attention. This can lead to burnout and overwhelm, which is why it is crucial to be available for self-care, both physically and mentally what is a better solution than a virtual yoga session? Defining yoga Yoga is a practice that originated in ancient India and has been around for thousands of years.

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7 Must-Know Python Tips for Coding Interviews

KDnuggets

Preparing for your next Python coding interview? Here’s a list of useful tips that’ll come in handy and help you write Pythonic code.

Python 267
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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.

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Using Real-Time Propensity Estimation to Drive Online Sales

databricks

Accelerated adoption of online services creates an opportunity for retail organizations to drive growth. While the sudden spike in online sales seen in.

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Learn About Large Language Models

KDnuggets

An introduction to Large Language Models, what they are, how they work, and use cases.

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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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3 Ways to Merge Pandas DataFrames

KDnuggets

Combine Pandas data frames using the merge, join, and concatenate operations.

Python 263
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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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Microsoft 365 Copilot is more than just a chatbot

Dataconomy

One thing is sure, learning to use Microsoft 365 Copilot will make it simple to complete your schoolwork or work assignments. Nevertheless, it is becoming increasingly difficult to get the answers to queries like which tool offers what and how to use it in this age of constant innovation in artificial intelligence tools.

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Gaussian Naive Bayes, Explained

KDnuggets

Learn how Gaussian Naive Bayes works and implement it in Python.

Python 271
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What Is Khanmigo? The GPT-4 Learning Tool Explained by Sal Khan

Flipboard

Khan Academy’s Khanmigo learning guide is powered by GPT-4 and Sal Khan says the technology is so powerful it feels like it has passed the Turing Test.

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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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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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Publishers tout generative AI opportunities to save and make money amid rough media market

Flipboard

Generative artificial intelligence technology will be an area of focus for some media companies this year as they work to cut costs and find new revenue opportunities amid a tough media market, according to fourth quarter earnings calls held by BuzzFeed Inc., Dotdash Meredith, Gannett and The Arena Group. Media company executives outlined their plans to shareholders to use generative AI technology for content production or cost savings opportunities, such as using the tech to create content fast

AI 126
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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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With GPT-4, dangers of ‘Stochastic Parrots’ remain, say researchers. No wonder OpenAI CEO is a ‘bit scared’ | The AI Beat

Flipboard

It was another epic week in generative AI: Last Monday, there was Google’s laundry list-like lineup, including a PaLM API and new integrations in Google Workspace. Tuesday brought the surprise release of OpenAI’s GPT-4 model, as well as Anthropic’s Claude.

AI 124
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When spring is coming where you live

FlowingData

Going off the calendar, today is the first day of spring, but nature just goes off the weather. For The Washington Post, Harry Stevens mapped the early and late arrival of spring leaves across the country : This year’s winter weather pattern cleaved the country in half. As a ridge of high atmospheric pressure warmed the east, a low pressure system kept conditions cooler and wetter than usual across the west, said Michael A.

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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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Startups Are Already Using GPT-4 to Spend Less on Human Coders

Flipboard

GPT-4 "saves a lot of time and a lot of money, obviously, because we haven't had to hire additional resources." Since GPT-4 was released last week, many users have noticed its advanced coding abilities.

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Announcing the ODSC East 2023 Preliminary Schedule

ODSC - Open Data Science

ODSC East 2023 is still a bit over a month away, but we’re excited to be able to share our Preliminary Schedule with you! You can find the schedule here on our website , but be sure to read on for a breakdown of what you can expect from each day. Day 0: Monday, May 8th Day 0 of ODSC East 2023 will be exclusive to Mini-Bootcamp and VIP pass holders, and will be a virtual-only day comprising the first bootcamp sessions of the week.

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Can ChatGPT Make Me A Better Cook?

Flipboard

As a 23-year-old city dweller, I'm always looking for affordable and easy meals. And lately, I've been reading about the potential impact of the revolutionary — and highly controversial — generative artificial intelligence known as ChatGPT.

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What It’s Like To Work as a Solutions Engineer at phData

phData

Interviewing can often be an anxiety-ridden roller coaster filled with poor communication, unnecessary stress, and plenty of what-ifs. A big part of this paradox is the fear of the unknown. How many interviews will it take before I’m hired? When does the topic of compensation come up? What is the interview process like? Is it hard? At phData, our genuine goal is to make the interview process pleasant and stress-free for every applicant, regardless of role.

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Driving Business Impact for PMs

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

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Roblox launches generative AI materials & coding tools

Flipboard

Roblox has launched two new generative AI tools to support the 12 million developers on its platform. Starting today, developers can opt-in to use both the AI-based material generation and coding tools.

AI 119
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How to Use AI Tools to Optimize Your Supply Chain

ODSC - Open Data Science

No industry in 2023 is complete without incorporating AI. Supply chain management must recognize this revolutionary asset because its versatility can raise revenues, increase productivity, and create cohesion in a sector desperate for optimization. How can administrators in supply chains leverage AI to achieve all these benefits while exceeding customer expectations and balancing B2B relationships?

AI 98
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Steve Jobs returns for grave as a chatty AI

Flipboard

Although Apple co-founder Steve Jobs passed away more than a decade ago, he’s back as an artificial intelligence. Kind of. A programmer made a chatbot able carry on conversations in a voice that sounds like Jobs. The result is authentic enough to be eerie.

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The silent spreaders: How computer worms can sneak into your system undetected?

Dataconomy

What is a computer worm? It is a type of malware that can cause significant damage to computer systems and networks by replicating itself and spreading autonomously. With the rise of technology and the increasing dependence on computers for everyday tasks, cybersecurity has become more critical than ever before.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.