Sat.Apr 22, 2023 - Fri.Apr 28, 2023

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Data Science vs Data Analytics: Which One Will Give You the Edge in 2023?

Analytics Vidhya

Data Science and Data Analytics are two interrelated fields that have become increasingly important in today’s data-driven world. This article will explore the differences and similarities between these two fields and provide real-world examples of their applications. Find out which career is better for you: Data Science vs Data Analytics! Data Science vs Data Analytics […] The post Data Science vs Data Analytics: Which One Will Give You the Edge in 2023?

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4 steps to improving your ESG risk management to increase financial performance

IBM Journey to AI blog

Environmental, Social, and Governance (ESG) risk management has emerged as a critical aspect of business strategy for companies worldwide. A 2023 IBM IBV study showed that organizations that are seen as ESG leaders are 43% more likely to outperform their peers on profitability. However, 57% of CEOs admit that defining and measuring the Return on Investment (ROI) and economic benefits of their sustainability efforts remain a significant challenge.

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How AI is Evolving

Cassie Kozyrkov

A prediction for the next decade Continue reading on Medium »

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More Design Patterns For Machine Learning Systems

Eugene Yan

9 patterns including HITL, hard mining, reframing, cascade, data flywheel, business rules layer, and more.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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Can AI-Generated Content Really Be Detected?

Analytics Vidhya

AI Detection Software Flagging the US Constitution as AI-Generated Content ChatGPT, one of history’s most widely adopted internet tools, has become increasingly popular among students and professionals for completing university essays, schoolwork, and other tasks. Along with the rise in generative AI tools and AI-generated content, a number of AI detection tools and software have […] The post Can AI-Generated Content Really Be Detected?

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OpenAI closes $300M share sale at $27B-29B valuation

Flipboard

Updated to note that the Microsoft investment closed in January. The money from VCs reported here, part of a tender offer, is separate to that. OpenAI , the startup behind the widely used conversational AI model ChatGPT, has picked up new backers, TechCrunch has learned. VC firms including Tiger Global, Sequoia Capital, Andreessen Horowitz, Thrive and K2 Global picking up new shares, according to documents seen by TechCrunch.

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PyTorch Tutorial: How to Develop Deep Learning Models with Python

Machine Learning Mastery

Last Updated on May 1, 2023 Predictive modeling with deep learning is a skill that modern developers need to know. PyTorch is the premier open-source deep learning framework developed and maintained by Facebook. At its core, PyTorch is a mathematical library that allows you to perform efficient computation and automatic differentiation on graph-based models.

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RedPajama Completes First Step to Open-Source ChatGPT Alternative

Analytics Vidhya

The first stage of the ambitious project RedPajama’s purpose, was to reproduce the LLaMA training dataset. This dataset contains more than 1.2 trillion tokens. Additionally, it aims to create entirely open-source language models. The RedPajama effort seeks to alter the game by developing completely open-source models, facilitating research and customization.

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Jabil is building reports with IBM Business Analytics Portfolio

IBM Journey to AI blog

Jabil isn’t just a manufacturer, they are experts on global supply chain, logistics, automation, product design and engineering solutions. They are also interested and involved in the holistic application of emerging technologies like additive manufacturing, autonomous technologies, and artificial intelligence. They are a technologically motivated enterprise, so it’s no surprise that they would apply this forward-thinking view to their finance reporting as well.

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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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Announcements at RSAC 2023 show alliances, AI defining the future of cybersecurity

Flipboard

CISOs want more efficacy, real-time data visibility and a unified view of endpoints, identities and assets across their networks. They’re also looking for pricing help from vendors to stay within budget. Any new announcement at RSAC 2023 needed to be benchmarked against those two goals.

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Compatible plot types in SAS

SAS Software

When the SAS statistical graphics (SG) procedures were designed in the early 2000s, a goal was to create a comprehensive Graph Template Language (GTL) and leverage the GTL by using SG procedures that perform common tasks easily without having to write any GTL. This project was hugely successful, and "ODS [.] The post Compatible plot types in SAS appeared first on SAS Blogs.

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Pandas 2.0

Analytics Vidhya

Introduction If you work with programming languages and are familiar with Python, you must have had a brush with Pandas, a robust yet flexible data manipulation and analysis library. It was founded by Wes McKinney in 2008. Its value in the data analysis market cannot be overstated, as it has become the go-to tool for […] The post Pandas 2.0 appeared first on Analytics Vidhya.

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Stack Overflow Will Begin Charging AI Companies for Training Data

ODSC - Open Data Science

Following Twitter and Reddit, a popular question-and-answer website, Stack Overflow, has announced plans to charge AI companies for training data. The website’s CEO Prashanth Chandrasekar also stated that the policy would go into effect soon after this year’s halfway point. As many know, Stack Overflow is considered the “go-to” for many programmers due to its community’s rich question & answer nature.

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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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ChatGPT may hinder the cybersecurity industry

Flipboard

Since its launch in November 2022, ChatGPT, an artificial intelligence (AI) chatbot, has been causing quite a stir because of the software’s surprisingly human and accurate responses.

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Get started with ModelOps now

SAS Software

You can start learning about ModelOps and SAS Model Manager now. Compare the various educational resources provided by SAS according to your learning preference. The post Get started with ModelOps now appeared first on SAS Blogs.

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Artificial Intelligence’s Latest Technology: “Annie” the AI-Powered Chatbot

Analytics Vidhya

In today’s fast-paced world, people demand quick and efficient solutions to their problems. With the advent of artificial intelligence (AI), businesses now use chatbots to provide their customers with an always-available virtual assistant. Call Annie is one such example of an AI-powered chatbot that can converse with users at any time of the day.

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LayerNAS: Neural Architecture Search in Polynomial Complexity

Google Research AI blog

Posted by Yicheng Fan and Dana Alon, Software Engineers, Google Research Every byte and every operation matters when trying to build a faster model, especially if the model is to run on-device. Neural architecture search (NAS) algorithms design sophisticated model architectures by searching through a larger model-space than what is possible manually.

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How to Improve Email Deliverability and Optimize Each Send

Learn how to optimize email deliverability and drive greater email ROI. What lands your email in the customer’s inbox? Understanding those factors, otherwise known as email deliverability, is critical to getting the most return on your campaign investments. But the “rules” around which factors land you in the spam folder aren’t always easy to keep up with.

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A Photographer Tried to Get His Photos Removed from an AI Dataset. He Got an Invoice Instead.

Flipboard

A German stock photographer tried to get his photos removed from the AI-training LAION dataset. Lawyers replied that he owes $979 for making an unjustified copyright claim.

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Using SAS Viya Machine Learning to classify COVID from non-COVID

SAS Software

In her first blog post, SAS' Mu He shows you how to train a convolutional neural network that can accurately detect patients with COVID-19 using the transfer learning technique. The post Using SAS Viya Machine Learning to classify COVID from non-COVID appeared first on SAS Blogs.

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OpenAI with Andrew Ng Launches Course on Prompt Engineering (Limited Free Time Access)

Analytics Vidhya

Mastering Prompt Engineering With OpenAI’s ChatGPT OpenAI is a cutting-edge artificial intelligence research organization backed by Microsoft. It has introduced a new short course on prompt engineering for developers utilizing its state-of-the-art language model, ChatGPT. The course, led by acclaimed AI expert and Coursera co-founder Andrew Ng, aims to assist developers in crafting more effective […] The post OpenAI with Andrew Ng Launches Course on Prompt Engineering (Limited Free T

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What’s Behind PyTorch 2.0? TorchDynamo and TorchInductor (primarily for developers)

PyImageSearch

Home Table of Contents What’s Behind PyTorch 2.0? TorchDynamo and TorchInductor (primarily for developers) Technology Behind PyTorch 2.0 TorchDynamo TorchInductor AOT Autograd PrimTorch Configuring Your Development Environment Installation Verification Need Help Configuring Your Development Environment? Project Structure Accelerating DNNs Using TorchDynamo TorchDynamo vs.

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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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Navigating the High Cost of AI Compute

Flipboard

Source: Midjourney The generative AI boom is compute-bound. It has the unique property that adding more compute directly results in a better product. Usually, R&D investment is more directly tied to how valuable a product was, and that relationship is … The post Navigating the High Cost of AI Compute appeared first on Andreessen Horowitz.

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Reinforcement Learning in Minesweeper using SAS and OpenAI

SAS Software

Hi! I’m Daniel, a technical intern at SAS and a student at North Carolina State University. Reinforcement learning is an exciting strategy that is versatile and broadly useful in the fields of data science and machine learning. I implemented an intelligent Minesweeper-playing model using SAS reinforcement learning, and this article [.] The post Reinforcement Learning in Minesweeper using SAS and OpenAI appeared first on SAS Blogs.

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GigaChat: Russian Rival of ChatGPT

Analytics Vidhya

In response to the growing interest in artificial intelligence and the rapid adoption of chatbot technologies worldwide, Russia’s dominant financial institution, Sberbank, has recently unveiled its own AI chatbot, GigaChat. The Russian-made chatbot is designed to offer a high-quality alternative to OpenAI’s popular ChatGPT. Moreover, it is currently in its initial invite-only testing phase.

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Save the Date! Legal Innovators UK – Nov 8 + 9

Artificial Lawyer

Save the date – the Legal Innovators UK conference will take place on 8th + 9th November, and we’re already excited about holding the two-day.

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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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AI for security is here. Now we need security for AI

Flipboard

After the release of ChatGPT, artificial intelligence (AI), machine learning (ML) and large language models (LLMs) have become the number one topic of discussion for cybersecurity practitioners, vendors and investors alike.

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Venn diagrams that illustrate relationships between sets

SAS Software

A previous article discusses how to compute the union, intersection, and other subsets of a pair of sets. In that article, I displayed a simple Venn diagram (reproduced to the right) that illustrates the intersection and difference between two sets. The diagram uses a red disk for one set, a [.] The post Venn diagrams that illustrate relationships between sets appeared first on SAS Blogs.

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Google Bard Learnt Bengali on Its Own: Sundar Pichai

Analytics Vidhya

The recent rise of AI chatbots like Google’s Bard, OpenAI’s ChatGPT, and Microsoft’s Bing has fueled discussions about generative AI’s capabilities and potential downsides. Google CEO Sundar Pichai and OpenAI CEO Sam Altman have both expressed concerns about AI turning harmful if not properly deployed. Furthermore, Altman even admitted to being “scared” of his creation. […] The post Google Bard Learnt Bengali on Its Own: Sundar Pichai appeared first on A