Wed.Jul 26, 2023

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A Comprehensive Guide on ‘How to Deal with Sparse Datasets?’

Analytics Vidhya

Introduction Have you ever seen a dataset that contains almost all null values? If so, you are not by yourself. One of the most frequent issues in machine learning is sparse datasets. Several factors, like inadequate surveys, sensor data with missing readings, or text with missing words, can lead to their existence. When trained on […] The post A Comprehensive Guide on ‘How to Deal with Sparse Datasets?

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Stability AI Unveils Stable Diffusion XL 1.0

Unite.AI

AI startup Stability AI has taken a significant leap forward in the realm of generative AI models. The company recently announced the release of its latest text-to-image model, Stable Diffusion XL 1.0. This model, described as the company's “most advanced” to date, is available in open source on GitHub, as well as through Stability's API and consumer apps, Clipdrop and DreamStudio.

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OpenAI’s AI Detection Tool Fails to Detect 74% of AI-Generated Content

Analytics Vidhya

OpenAI, the maker of the revolutionary generative AI chatbot ChatGPT, recently made headlines by discontinuing its AI classifier tool. Designed to differentiate between human and AI-generated writing, the tool’s low accuracy rate prompted the decision. In this article, we delve into the implications of this development, exploring its impact on misinformation, education, and OpenAI’s ongoing […] The post OpenAI’s AI Detection Tool Fails to Detect 74% of AI-Generated Conten

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How AI is helping companies meet sustainability goals

IBM Journey to AI blog

AI tools like ChatGPT are grabbing headlines, but other AI techniques and tools specifically designed for enterprises are quietly helping companies meet their sustainability goals. Classic AI is already being used widely today in various use cases, and generative AI is evolving rapidly to address new classes of use cases. I previously led technical teams that helped customers with their AI implementations.

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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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OpenAI Teases Open-Source GPT Model Release

Analytics Vidhya

OpenAI, a pioneering force in artificial intelligence, is creating waves in the tech community by potentially releasing its open-source GPT model. Though no official announcement has been made, OpenAI’s prominent figure, Andrej Karpathy, has hinted at the possibility of making GPT-3.5 available to the public. This article delves into the exciting developments and implications of […] The post OpenAI Teases Open-Source GPT Model Release appeared first on Analytics Vidhya.

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More Trending

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GANs in Vogue | A Step-by-Step Guide to Fashion Image Generation

Analytics Vidhya

Introduction This article will explore Generative Adversarial Networks (GANs) and their remarkable ability to fashion image generation. GANs have revolutionized the field of generative modeling, offering an innovative approach to creating new content through adversarial learning. Throughout this guide, we will take you on a captivating journey, starting with the foundational concepts of GANs and […] The post GANs in Vogue | A Step-by-Step Guide to Fashion Image Generation appeared first on

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AI Act: The power of open-source in guiding regulations

AI News

As the EU debates the AI Act , lessons from open-source software can inform the regulatory approach to open ML systems. The AI Act, set to be a global precedent, aims to address the risks associated with AI while encouraging the development of cutting-edge technology. One of the key aspects of this Act is its support for open-source, non-profit, and academic research and development in the AI ecosystem.

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OpenAI’s Trust & Safety Head Resigns: What Is the Impact on ChatGPT?

Analytics Vidhya

A major change is underway at OpenAI, the trailblazing artificial intelligence company that introduced the world to generative AI through innovations like ChatGPT. In a recent announcement on LinkedIn, Dave Willner, the head of trust and safety at OpenAI, revealed that he has stepped down from his role and will now serve in an advisory […] The post OpenAI’s Trust & Safety Head Resigns: What Is the Impact on ChatGPT?

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What is zero-based budgeting?

IBM Journey to AI blog

Zero-Based Budgeting (ZBB) is like solving a financial puzzle. Instead of relying on the previous year’s budget, ZBB requires you to evaluate and justify every expense from the ground up, justifying its necessity and alignment with strategic goals. It’s like starting with a blank canvas and carefully selecting each budget item based on its value and contribution to your financial objectives.

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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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CatBoost: A Solution for Building Model with Categorical Data

Analytics Vidhya

Introduction If enthusiastic learners want to learn data science and machine learning, they should learn the boosted family. There are a lot of algorithms that come from the family of Boosted, such as AdaBoost, Gradient Boosting, XGBoost, and many more. One of the algorithms from Boosted family is a CatBoost algorithm. CatBoost is a machine […] The post CatBoost: A Solution for Building Model with Categorical Data appeared first on Analytics Vidhya.

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10 ways the oil and gas industry can leverage digital twin technology

IBM Journey to AI blog

The oil and gas industries have been the backbone of the global economy for decades. However, market volatility, environmental concerns and operational inefficiencies have also challenged these industries to adapt and innovate. The use of digital twins is one such innovation. In the era of digital transformation, digital twins are emerging as a potent solution to energy production challenges.

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An Overview of Variational Autoencoders

Analytics Vidhya

Introduction Variational Autoencoders (VAEs) are generative models explicitly designed to capture the underlying probability distribution of a given dataset and generate novel samples. They utilize an architecture that comprises an encoder-decoder structure. The encoder transforms input data into a latent form, and the decoder aims to reconstruct the original data based on this latent representation. […] The post An Overview of Variational Autoencoders appeared first on Analytics Vidhya.

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ServiceNow partners with Nvidia and Accenture on ‘AI Lighthouse’ for rapid enterprise AI adoption

Flipboard

Lighthouses are one of humanity’s most enchanting inventions — though they’ve been obsoleted as important seafaring navigation guides by boats equipped with global positioning system (GPS) receivers, remaining lighthouses still attract tourists, history buffs, photographers, and other people …

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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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head () and tail () Functions Explained with Examples and Codes

Analytics Vidhya

The head and tail functions are essential data analysis and programming tools, notably in the context of Python’s popular pandas package. This article deeply delves into the head and tail functions, with illustrated code examples in Python, R, and other related programming languages, demonstrating their importance in diverse data analysis contexts.

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Montreal startup HumanFirst raises $5M to transform organizations’ conversational data into no-code AI agents

Flipboard

Imagine you run a customer service desk at a company. You quickly notice that your employees spend a good chunk of their day answering the same questions from different customers.

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Shopify Employee Exposes AI-driven Layoffs and Customer Service Crisis

Analytics Vidhya

In a shocking revelation on Twitter, a courageous Shopify employee has broken their non-disclosure agreement (NDA) to shed light on the company’s controversial actions and strategic direction. The thread exposed a series of events that began with promises of job security, only to witness massive layoffs later. What unfolded was not just a CEO’s misguided […] The post Shopify Employee Exposes AI-driven Layoffs and Customer Service Crisis appeared first on Analytics Vidhya.

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Could Elon Musk's xAI be exactly what the world needs?

Flipboard

As academics struggle to compete with private investment, perhaps Musk’s new artificial intelligence venture really can tackle the “true nature of the universe”

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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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How to Get a Personalized Data Science Roadmap?

Analytics Vidhya

Personalized Data Science Roadmap: importance, definition, step by step learning roadmap, syllabus, data science curriculum and more.

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LLaMa, ChatGPT, Bard, Co-Pilot & All The Rest. How Large Language Models Will Become Huge Cloud Services With Massive Ecosystems.

Flipboard

Large language models (LLMs) are everywhere. They do everything. They scare everyone – or at least some of us. Now what? They will become Generative-as-a-Service (GaaS) cloud “products” in exactly the same way all “as-a-service” products and services are offered.

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UBC Canada Researchers Introduce A New AI Algorithm That Maps Safest Routes For City Drivers

Marktechpost

Navigation apps are applications that provide navigational directions in real-time. Most of the available navigation apps can show us the fastest possible traveling route to the designated location but these apps cannot tell us the safest route to our preferred destination. It is important to note that the quickest route does not always guarantee the highest level of safety.

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Latest Prompt Engineering Technique Inventively Transforms Imperfect Prompts Into Superb Interactions For Using Generative AI

Flipboard

Perfect is the enemy of good. That sage piece of wisdom attributed to Voltaire is a handy reminder that sometimes when you strive for perfection you might be making a mistake.

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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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MOSTLY AI: The most accurate synthetic data generator

Machine Learning Mastery

Last Updated on July 27, 2023 Sponsored Post By Georgios Loizou, AI & Machine Learning Product Owner at MOSTLY AI As businesses attempt to extract relevant insights and build powerful machine-learning models, the need for high-quality, accurate, synthetic data generators has grown. In our pursuit of excellence, we at MOSTLY AI, the […] The post MOSTLY AI: The most accurate synthetic data generator appeared first on MachineLearningMastery.com.

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Why You Should Create a Plan to Implement Artificial Intelligence Now

Flipboard

4 Questions to get you started on upskilling and strategic planning that can keep your business ahead of the AI curve. When people talk about the growing use of AI in organizations, the focus is often on productivity gains, workforce restructuring, and ethical usage.

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Whistleblower Pushes for UFO Transparency at House Oversight Committee Hearing

Extreme Tech

Continuing on his claims from last month, former US intelligence officer David Grusch insists Congress has been kept unaware of crucial UAP findings.

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Vernon Reid on the future of generative AI for vocals and guitar: "I see things on the horizon that are very troubling"

Flipboard

During a recent appearance on the Rolling Stone Music Now podcast Living Colour guitarist Vernon Reid was asked about the potentials and pitfalls he …

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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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Patient Disease Risk Prediction with Lakehouse

databricks

All healthcare is personal. Individuals have different underlying genetic predispositions, environmental exposures, and past medical histories, not to mention different propensities to engage.

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AWS announces generative A.I. tool to save doctors time on paperwork

Flipboard

Amazon Web Services on Wednesday announced a new service for health-care software providers called AWS HealthScribe, which uses generative artificial …

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Las Vegas Sphere Touts World's Largest Concert-Grade 3D Audio System

Extreme Tech

The bowl-shaped venue will use audio beam-forming to allow every person to hear clear audio regardless of their location inside the venue.

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