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

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Scale Zeitgeist: AI Readiness Report

insideBIGDATA

Our friends over at Scale are excited to introduce the 2nd edition of Scale Zeitgeist: AI Readiness Report! The company surveyed more than 1,600 executives and ML practitioners to uncover what’s working, what’s not, and the best practices for organizations to deploy AI for real business impact.

AI 536
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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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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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Data Visualization Best Practices & Resources for Effective Communication

KDnuggets

This article is meant to help you understand the art of data visualization and how to apply it to your work.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Power to the Data Report: Introduction to Neural Magic

insideBIGDATA

Neural Magic is a startup company that focuses on developing technology that enables deep learning models to run on commodity CPUs rather than specialized hardware like GPUs. The company was founded in 2018 by Alexander Matveev, a former researcher at MIT, and Nir Shavit, a professor of computer science at MIT. They raised a total of $50 million in funding to date over 3 rounds, from investors such as Comcast Ventures, NEA, Andreessen Horowitz, Pillar VC, and Amdocs.

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A data architecture pattern to maximize the value of the Lakehouse

databricks

One of Lakehouse's outstanding achievements is the ability to combine workloads for modern use cases, such as traditional BI, machine learning & AI.

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Using ChatGPT to Learn SQL

KDnuggets

And how to use this amazing tool to enhance our SQL skills.

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“Above the Trend Line” – Your Industry Rumor Central for 4/26/2023

insideBIGDATA

Above the Trend Line: your industry rumor central is a recurring feature of insideBIGDATA. In this column, we present a variety of short time-critical news items grouped by category such as M&A activity, people movements, funding news, financial results, industry alignments, customer wins, rumors and general scuttlebutt floating around the big data, data science and machine learning industries including behind-the-scenes anecdotes and curious buzz.

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How AI is Evolving

Cassie Kozyrkov

A prediction for the next decade Continue reading on Medium »

AI 348
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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

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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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Working with Confidence Intervals

KDnuggets

Learn the basics of how confidence intervals are used in data science and statistics.

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Heard on the Street – 4/27/2023

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 394
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Experience the future of podcasting with Adobe Podcast AI

Dataconomy

If you are a podcast creator, you might have heard of Adobe Podcast AI, a new tool that promises to make your podcast production easier and faster. But what exactly is Adobe Podcast AI, and how can it improve your podcasts? AI models will change the world. Wait, are you new to AI? Don’t worry, you can still get on the AI train! We have created a detailed AI glossary  for the most commonly used  artificial intelligence terms  and explain the  basics of artificial intelli

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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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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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Real World Programming with ChatGPT

Flipboard

This post is a brief commentary on Martin Fowler’s post, An Example of LLM Prompting for Programming. If all I do is get you to read that post, I’ve done my job. So go ahead–click the link, and come back here if you want. There’s a lot of excitement about how the GPT models and their successors will change programming. That excitement is merited. But what’s also clear is that the process of programming doesn’t become “ChatGPT, please build me an enterprise application to sell shoes.

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Many Public Salesforce Sites are Leaking Private Data

Hacker News

A shocking number of organizations — including banks and healthcare providers — are leaking private and sensitive information from their public Salesforce Community websites, KrebsOnSecurity has learned. The data exposures all stem from a misconfiguration in Salesforce Community that allows an unauthenticated user to access records that should only be available after logging in.

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AI computers are redefining how we think about computing

Dataconomy

AI computers are real now, and they are rapidly changing the world around us and already being used in a wide range of applications in various sectors. The capacity of computers to think, learn, make decisions, and be creative are all examples of what we mean when we talk about artificial intelligence (AI). Rapid progress in AI has been made in recent years due to an abundance of data, high-powered processing hardware, and complex algorithms.

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China Develops AI-Powered Artillery to Target Taiwan

Analytics Vidhya

According to reports, China has been working on artificial intelligence (AI) to increase the accuracy of its artillery attacks. They may utilize it in a future battle with Taiwan. Under the direction of Professor Wang Jiang from the Beijing Institute of Technology, a science team tested AI-powered artillery rounds in July of last year. On […] The post China Develops AI-Powered Artillery to Target Taiwan appeared first on Analytics Vidhya.

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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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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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Harvey AI Raises $21M In A Series A Round Led By Sequoia

Hacker News

The generative AI legal tech startup Harvey has raised $21 million in a Series A funding round led by Sequoia Capital. When I first wrote about Harvey in November , the previously stealth startup had just emerged with news that it had raised $5 million in funding led by the startup fund of OpenAI, the company that is the developer of the GPT AI technology.

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Otter.ai is here to transcribe online meetings and other content for you

Dataconomy

If you find it difficult to take notes in online meetings, don’t worry, we have good news for you! Otter.ai is ready to help you, and all you have to do is say it. The AI tool can easily take voice notes and transcribe meetings which are must-have needs in today’s remote work order. It implies, finally, we can finally put an end to such unproductive meetings.

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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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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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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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How AI coding companions will change the way developers work

Hacker News

Developer tools are one area where generative AI is already having a tangible impact on productivity and speed, and it's the reason I'm excited about Amazon CodeWhisperer.

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Mastering machine learning deployment: 9 tools you need to know

Dataconomy

Machine learning deployment is a crucial step in bringing the benefits of data science to real-world applications. With the increasing demand for machine learning deployment, various tools and platforms have emerged to help data scientists and developers deploy their models quickly and efficiently. In this article, we will explore the top machine learning deployment tools and platforms that can help organizations streamline their deployment process, improve model performance, and achieve their b

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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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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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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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DOJ Detected SolarWinds Breach Months Before Public Disclosure

Hacker News

In May 2020, the US Department of Justice noticed Russian hackers in its network but did not realize the significance of what it had found for six months.

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How can we build human values into AI?

DeepMind

As artificial intelligence (AI) becomes more powerful and more deeply integrated into our lives, the questions of how it is used and deployed are all the more important. What values guide AI? Whose values are they? And how are they selected?

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Criminals Using AI to Impersonate Loved Ones

Analytics Vidhya

Criminals have found a new way to scam people by utilizing artificial intelligence (AI) to create convincing voice imitations of family members or friends. This emerging threat, known as “deepfake audio,” combines “deep learning” with “fake” to create highly realistic voice clones capable of deceiving victims. For just a few euros, numerous companies now offer […] The post Criminals Using AI to Impersonate Loved Ones appeared first on Analytics Vidhya.

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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.