Analytics Vidhya

JULY 25, 2023

Multithreading and multiprocessing are fundamental concepts in computer multitasking, enabling concurrent execution of tasks. While both aim to improve system performance, they have distinct characteristics and are suitable for different scenarios. This article will explore multithreading vs. multiprocessing, their advantages, disadvantages, and the factors influencing their use in various programming tasks.

Python 271

Python 271

Unite.AI

JULY 25, 2023

Production-deployed AI models need a robust and continuous performance evaluation mechanism. This is where an AI feedback loop can be applied to ensure consistent model performance. Take it from Elon Musk: “I think it’s very important to have a feedback loop, where you’re constantly thinking about what you’ve done and how you could be doing it better.

AI 246

AI AI AI Modeling Data Drift 246

Analytics Vidhya

JULY 25, 2023

Introduction Weather is a major driver for so many things that happen in the real world. In fact, it is so important that it usually ends up benefiting any forecasting model that incorporates it using machine learning models. Think about the following scenarios: It is fair to say that any model in the scenarios above […] The post Using Weather Data for Machine Learning Models appeared first on Analytics Vidhya.

Machine Learning 271

Machine Learning 271

IBM Journey to AI blog

JULY 25, 2023

Independent research firm Verdantix recently identified IBM as a leader in their report, “ Green Quadrant: ESG Reporting and Data Management Software ” (July 17, 2023), which evaluated and provided a detailed assessment of solution providers and their product offerings. The rigorous analysis conducted by Verdantix included a comprehensive 115-point questionnaire, two-hour live demonstrations by suppliers and interviews with existing ESG software customers.

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ESG Data Quality Machine Learning Automation 162

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.

Analytics Vidhya

JULY 25, 2023

Prominent authors, including literary giants like Margaret Atwood, Viet Thanh Nguyen, and Philip Pullman, have united to demand that artificial intelligence (AI) companies respect their rights and seek permission before utilizing their copyrighted material. The Authors Guild, America’s largest professional organization for writers, has spearheaded this initiative.

Artificial Intelligence 271

Artificial Intelligence Artificial Intelligence AI AI 271

Analytics Vidhya

JULY 25, 2023

In the world of data, two crucial roles play a significant part in unlocking the power of information: Data Scientists and Data Engineers. But what sets these wizards of data apart? Welcome to the ultimate showdown of Data Scientist vs Data Engineer! In this captivating journey, we’ll explore the distinctive paths these tech titans take […] The post Data Engineer vs Data Scientist: Which Career to Choose?

Data Scientist 271

Data Scientist Data Science Machine Learning 271

Unite.AI

JULY 25, 2023

As the boundaries of artificial intelligence (AI) continually expand, researchers grapple with one of the biggest challenges in the field: memory loss. Known as “catastrophic forgetting” in AI terms, this phenomenon severely impedes the progress of machine learning , mimicking the elusive nature of human memories. A team of electrical engineers from The Ohio State University are investigating how continual learning, the ability of a computer to constantly acquire knowledge from a ser

Neural Network 130

Neural Network Machine Learning Continuous Learning Artificial Intelligence 130

Analytics Vidhya

JULY 25, 2023

India is preparing to showcase its semiconductor prowess and chip design innovation at the upcoming ‘Semicon India 2023’ The event, to be inaugurated by Indian Prime Minister Narendra Modi, is set to launch several initiatives & semiconductor investment opportunities. It is a part of the Indian government’s proactive approach to try establishing the country as […] The post Government Intervention in Chip Design: A Boon or Bane for India’s Semiconductor Ambitions

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Flipboard

JULY 25, 2023

That’s up to $3,500 per day, while many actors make $200. Will this pair of Hollywood strikes ever end? It looks like the big corporations are digging in for a long battle, illustrated by Netflix’s recent job posting for a machine learning platform product manager.

Machine Learning 123

Machine Learning AI AI Artificial Intelligence 123

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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?

Generative AI

Analytics Vidhya

JULY 25, 2023

Introduction Language Models based on Large- scale pre- training LLMs have revolutionized the field of natural language processing. Thus, enabling machines to comprehend and generate human-like text with remarkable accuracy. To truly appreciate the capabilities of LLMs, it is essential to take a deep dive into their inner workings and understand the intricacies of their […] The post The Inner Workings of LLMs: A Deep Dive into Language Model Architecture appeared first on Analytics Vidhya.

Natural Language Processing 270

Natural Language Processing LLM NLP 270

Flipboard

JULY 25, 2023

LVIV, Ukraine — In an open test field in rural Ukraine, a drone equipped with a bomb lost connection with its human operator after coming under attack by electronic jamming equipment — but instead of crashing to the ground, the drone accelerated toward its target and destroyed it.

AI 123

AI AI Artificial Intelligence Artificial Intelligence 123

Analytics Vidhya

JULY 25, 2023

Breaking news from the world of artificial intelligence! OpenAI‘s renowned deep learning expert, Andrej Karpathy, has undertaken an exciting weekend project that could revolutionize how we run complex models on resource-constrained devices. With his creation of “Baby Llama,” a simplified version of the Llama 2 model, Karpathy showcases the power of pure C code and […] The post OpenAI Develops Baby Llama – An LLM for Low-Powered Devices!

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LLM OpenAI Deep Learning Artificial Intelligence 268

Flipboard

JULY 25, 2023

More than half (54.6%) of organizations are are experimenting with generative artificial intelligence (gen AI), while a few (18.2%) are already implementing it into their operations, but only a few (18.

Artificial Intelligence 123

Artificial Intelligence Artificial Intelligence Generative AI AI 123

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.

Analytics Vidhya

JULY 25, 2023

Microsoft’s Bing Chat, the AI-powered chatbot, is breaking out of its Microsoft-exclusive boundaries and is now being tested on non-Microsoft browsers. The expansion aims to provide a broader user base with access to ChatGPT-like capabilities. Excitement surrounds this move as Bing Chat, powered by OpenAI’s GPT-4 model, promises a seamless conversational experience.

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Chatbots OpenAI ChatGPT AI 255

Flipboard

JULY 25, 2023

Generative AI technology like ChatGPT could boost productivity for many workers in the years ahead. But some Americans are likely to lose their jobs in the process. That's according to Sam Altman, the CEO of OpenAI, the company behind ChatGPT.

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ChatGPT OpenAI AI Developer AI Development 123

Marktechpost

JULY 25, 2023

Have you ever heard the term point-cloud? It is a fundamental representation of 3D data, consisting of points in a three-dimensional coordinate system that describes the geometry and spatial attributes of objects or environments. They are widely used in computer vision, virtual reality, and autonomous driving because they provide a rich and detailed representation of real-world objects.

Computer Vision 98

Computer Vision Deep Learning AI Researcher AI Research 98

Flipboard

JULY 25, 2023

Marketers have the potential to lead the way in AI, but the countdown is on for them to embrace the new tech, say brand leaders from Microsoft, EY, Shell Mobility and BENlabs.

AI 118

AI AI Artificial Intelligence Artificial Intelligence 118

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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.

Data Analysis

Marktechpost

JULY 25, 2023

Researchers from Samsung AI Center, Rockstar Games, FAU Erlangen-Nurnberg, and Cinemersive Labs suggest a brand-new technique for image-based modeling that can extract human hair from several views of photos or video frames. Due to its very complicated geometry, physics, and reflectance, hair reconstruction is one of the most difficult tasks in human 3D modeling.

AI Researcher 98

AI Researcher AI Research AI AI 98

Flipboard

JULY 25, 2023

Researchers have utilized artificial intelligence to uncover the promising potential of extra virgin olive oil (EVOO) in combating Alzheimer's disease (AD).

Artificial Intelligence 123

Artificial Intelligence Artificial Intelligence AI AI 123

Marktechpost

JULY 25, 2023

In recent years, transformer-based large language models (LLMs) have become very popular because of their ability to capture and store factual knowledge. However, how these models extract factual associations during inference remains relatively underexplored. A recent study by researchers from Google DeepMind, Tel Aviv University, and Google Research aimed to examine the internal mechanisms by which transformer-based LLMs store and extract factual associations.

Large Language Models 98

Large Language Models Natural Language Processing AI Tools AI Researcher 98

Flipboard

JULY 25, 2023

Hollywood has been using artificial intelligence for 20 years. But the current actors’ and writers’ strikes are specifically concerned about generative AI.

Generative AI 123

Generative AI Artificial Intelligence Artificial Intelligence AI 123

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.

Marktechpost

JULY 25, 2023

Multimodal models are one of the greatest advancements in the field of Artificial Intelligence. These models have been designed to process and understand data from multiple modalities, be it visual, which includes images and videos, textual, including natural language, or audio, i.e., speech and sound. These models are able to combine and analyze data from these various modalities to carry out complex tasks that call for comprehension and inference across a variety of data kinds.

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence AI AI 98

Flipboard

JULY 25, 2023

While AI can speed up the writing process, it doesn’t optimize quality — and it endangers our sense of connection to ourselves and others As soon as I …

AI 123

AI AI ChatGPT Artificial Intelligence 123

Marktechpost

JULY 25, 2023

LogAI is a free library for log analytics and intelligence that supports various log analytics and intelligence tasks. It’s compatible with multiple log formats and has an interactive graphical user interface. LogAI provides a unified model interface for popular statistical, time-series, and deep-learning models, making it easy to benchmark deep-learning algorithms for log anomaly detection.

Deep Learning 98

Deep Learning Machine Learning Algorithm Categorization 98

Flipboard

JULY 25, 2023

The days when GPUs were only used for graphics rendering in games are long gone. Join us as we look at how the processor became the dominant chip in compute and AI.

AI 116

AI AI 116

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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.

Artificial Intelligence

Dlabs.ai

JULY 25, 2023

In an era where AI and machine learning have streamlined everything, including hiring processes, the balance between efficiency and equity comes into question. With algorithms, machine learning, and statistical modeling defining who gets hired or promoted, are these decisions genuinely fair? How can we ensure these technological advances don’t harbor biases or injustices?

Automation 98

Automation Algorithm Machine Learning Explainability 98

Flipboard

JULY 25, 2023

From San Francisco to Tokyo and Hong Kong, the plethora of companies that power the digital entertainment sphere are responding to decades of …

Machine Learning 123

Machine Learning Artificial Intelligence Artificial Intelligence 123

Marktechpost

JULY 25, 2023

In areas with clearly defined reward functions, like games, reinforcement learning (RL) has outperformed human performance. Unfortunately, it is difficult or impossible for many tasks in the real world to design the reward function procedurally. Instead, they must immediately absorb a reward function or policy from user feedback. Furthermore, even when a reward function can be formulated, as in the case of an agent winning a game, the resulting objective may need to be more sparse for RL to solv

Algorithm 98

Algorithm Python AI Researcher AI Research 98