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 248

Python 248

Unite.AI

JULY 28, 2023

As Vice President of Software Engineering, Doug is responsible for all aspects of the Cornelis Networks ’ software stack, including the Omni-Path Architecture drivers, messaging software, and embedded device control systems. Before joining Cornelis Networks, Doug led software engineering teams at Red Hat in cloud storage and data services. Doug’s career in HPC and cloud computing began at Ames National Laboratory’s Scalable Computing Laboratory.

Software Engineer 246

Software Engineer Generative AI Computer Scientist Software Development 246

Cassie Kozyrkov

JULY 28, 2023

Which tasks are on AI’s chopping block?

AI Automation 245

AI Automation Automation AI AI 245

AssemblyAI

JULY 27, 2023

Spoken data – from meetings, phone calls, videos, podcasts, and more – is a critical input into Generative AI workflows and applications. In response to the increased desire to build these kinds of AI apps on audio data, we’re seeing the emergence of an “AI stack” to string together components including automatic transcription, prompt augmentation, compression strategies, retrieval techniques, language models, and structured outputs.

Generative AI 243

Generative AI AI AI 243

Speaker: Carolyn Clark and Miriam Connaughton

The future of HR is here, and it's all about collaboration, innovation, and impact. Join us for a forward-thinking session where seasoned experts Miriam and Carolyn will share insights and practical strategies to help you stay ahead of evolving HR trends. Discover how to build strong partnerships with internal teams to craft a transparent, authentic, and connected workforce experience.

AI

Analytics Vidhya

JULY 27, 2023

In a promising development, INDIAai and Meta have come together to establish a powerful collaboration in the realm of artificial intelligence (AI) and emerging technologies. By signing a memorandum of understanding (MoU), the two organizations are set to pool their expertise and resources to make Meta’s open-source AI models accessible. This partnership marks a significant […] The post INDIAai and Meta Join Forces: Paves Way for AI Innovation and Collaboration appeared first on Analy

Artificial Intelligence 244

Artificial Intelligence Artificial Intelligence AI Modeling AI 244

IBM Journey to AI blog

JULY 24, 2023

If you read some of my earlier blog posts , you know that I automated the setup (onboarding) for workshops and hackathons. Thus far, running my Terraform scripts to deploy resources and privileges meant allowing access to them. Thanks to a (relatively) new IBM Cloud security feature called time-based restrictions , I can decouple the deployment process from when access is possible.

Automation 238

Automation 238

AI Weekly

JULY 27, 2023

In the News 10 Thought-Provoking Novels About AI Although we’re probably still a long way off from the sentient forms of AI that are depicted in film and literature, we can turn to fiction to probe the questions raised by these technological advancements (and also to read great sci-fi stories!). Here are 10 novels and novellas about AI—some that take an optimistic outlook, others that are decidedly more pessimistic. mentalfloss.com Sponsor Microsoft Office for $39.99!

Neural Network 215

Neural Network Convolutional Neural Networks Robotics Natural Language Processing 215

Analytics Vidhya

JULY 26, 2023

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?

Machine Learning 243

Machine Learning Data Analysis 243

Unite.AI

JULY 26, 2023

Since its launch, ChatGPT has been making waves in the AI sphere, attracting over 100 million users in record time. The secret sauce to ChatGPT's impressive performance and versatility lies in an art subtly nestled within its programming – prompt engineering. Launched in 2022, DALL-E, MidJourney, and StableDiffusion underscored the disruptive potential of Generative AI.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Large Language Models 246

Speaker: David Warren and Kevin O'Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

IBM Journey to AI blog

JULY 26, 2023

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.

ESG 231

ESG AI AI Generative AI 231

AI News

JULY 28, 2023

AI and machine learning are reshaping the job landscape, with higher incentives being offered to attract and retain expertise amid talent shortages. According to a recent report by Harnham , a leading data and analytics recruitment agency in the UK, the demand for ML engineering roles has been steadily rising over the past few years. Recently, there’s been a shift towards MLOps professionals who possess the skills to bridge the gap between data scientists and data engineers, thereby optimising t

ML 207

ML ML Engineer Data Science Big Data 207

Analytics Vidhya

JULY 27, 2023

Introduction A highly effective method in machine learning and natural language processing is topic modeling. A corpus of text is an example of a collection of documents. This technique involves finding abstract subjects that appear there. This method highlights the underlying structure of a body of text, bringing to light themes and patterns that might […] The post Unveiling the Future of Text Analysis: Trendy Topic Modeling with BERT appeared first on Analytics Vidhya.

BERT 236

BERT Natural Language Processing Machine Learning 236

Unite.AI

JULY 28, 2023

In a groundbreaking development, a team of engineers at the University of California San Diego (UCSD) has designed a robotic hand that can rotate objects using touch alone, without the need for visual input. This innovative approach was inspired by the effortless way humans handle objects without necessarily needing to see them. A Touch-Sensitive Approach to Object Manipulation The team equipped a four-fingered robotic hand with 16 touch sensors spread across its palm and fingers.

Robotics 246

Robotics Explainability 246

Advertisement

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.

IBM Journey to AI blog

JULY 28, 2023

Every month, the National Institute of Standards and Technology (NIST) adds over 2,000 new security vulnerabilities to the National Vulnerability Database. Security teams don’t need to track all of these vulnerabilities, but they do need a way to identify and resolve the ones that pose a potential threat to their systems. That’s what the vulnerability management lifecycle is for.

Automation 203

Automation AI AI 203

AI News

JULY 24, 2023

AI News spoke with Damian Bogunowicz, a machine learning engineer at Neural Magic , to shed light on the company’s innovative approach to deep learning model optimisation and inference on CPUs. One of the key challenges in developing and deploying deep learning models lies in their size and computational requirements. However, Neural Magic tackles this issue head-on through a concept called compound sparsity.

Deep Learning 188

Deep Learning Large Language Models Neural Network Big Data 188

Analytics Vidhya

JULY 28, 2023

Professionals have come to depend on Excel for its versatile capabilities in various industries, and the financial sector is no exception. With many robust features and diverse operations, Excel provides an excellent platform for financial research, modeling, and calculations. This comprehensive guide aims to explore Excel’s powerful financial functions, shedding light on their significance and […] The post Comprehensive Guide to Financial Functions in Excel appeared first on Analyti

Data Analysis 235

Data Analysis 235

Unite.AI

JULY 28, 2023

Without a doubt, SEO can be challenging for most people. Many factors come into play that determine whether or not your content ranks on search engines, making it easy to make mistakes and have your content never see the light of day. Gone are the days of cramming keywords into content and instantly ranking on the first page. In today's world, the competition is intense.

AI 246

AI AI Artificial Intelligence Artificial Intelligence 246

Advertisement

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?

Business Intelligence

IBM Journey to AI blog

JULY 27, 2023

In today’s competitive business landscape, having high compute power can be critical. Whether a bank needs to quickly conduct risk analyses to navigate volatile markets, the semiconductor industry needs to optimize chip design, or a life sciences company must carry out rapid and repetitive genome processing and sequencing to make their next breakthrough, high performance computing (HPC) can be key to solving large, complex problems in less time than with traditional computing methods.

Automation 189

Automation Artificial Intelligence Artificial Intelligence Data Analysis 189

AI News

JULY 26, 2023

The pressure is on European hospitality and travel brands to meet the evolving demands of their customers. In an era where tech giants like Netflix and Amazon have set the bar high for personalised recommendations and experiences, traveller satisfaction is becoming increasingly dependent on a brand’s ability to provide a personalised experience — from the time they start researching a trip until the time they leave a review.

Data Platform 180

Data Platform Algorithm AI AI 180

Analytics Vidhya

JULY 27, 2023

Integrating artificial intelligence (AI) into the healthcare industry is becoming increasingly prevalent in an era of technological advancements. Tech giants like Amazon, Google, & Microsoft lead the charge, launching innovative AI-powered solutions to transform patient care & optimize healthcare processes. The latest addition to this AI healthcare race is Amazon Web Services’ HealthScribe, a groundbreaking […] The post Amazon Vs Google Vs Microsoft: The Race to Revolutionize

Artificial Intelligence 235

Artificial Intelligence Artificial Intelligence AI AI 235

Unite.AI

JULY 25, 2023

From freezing ocean moons to planets with one side in perpetual night, there are countless strange worlds in the Goldilocks Zone — areas where aliens could, theoretically, evolve. The search for life in space has long captivated the human imagination. Now, with a little help from computers, scientists have a better chance than ever of finding a signal in the noise.

Machine Learning 246

Machine Learning Computer Scientist AI AI 246

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

AI

IBM Journey to AI blog

JULY 26, 2023

The emergence of generative AI and foundation models has revolutionized the way every business, across industries, operates at this current inflection point. This is especially true in the HR function, which has been pushed to the forefront of the new AI era. In recent IBV research , 36% of CEOs identified workforce and skills as the most important factor impacting their enterprise.

Auto-complete 188

Auto-complete Generative AI AI Strategy Responsible AI 188

AI News

JULY 26, 2023

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.

Big Data 173

Big Data AI AI Software Development 173

Analytics Vidhya

JULY 26, 2023

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

OpenAI 234

OpenAI AI Chatbots Chatbots ChatGPT 234

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.

Data Drift 246

Data Drift AI AI AI Modeling 246

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

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.

Business Intelligence

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.

ESG 178

ESG Data Quality Machine Learning Automation 178

AI News

JULY 27, 2023

Gcore has joined forces with UbiOps and Graphcore to introduce a groundbreaking service catering to the escalating demands of modern AI tasks. This strategic partnership aims to empower AI teams with powerful computing resources on-demand, enhancing their capabilities and streamlining their operations. The collaboration combines the strengths of three industry leaders: Graphcore, renowned for its Intelligence Processing Units (IPUs) hardware; UbiOps, a powerful machine learning operations (MLOps

Convolutional Neural Networks 168

Convolutional Neural Networks Neural Network Big Data Deep Learning 168

Analytics Vidhya

JULY 26, 2023

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.

OpenAI 234

OpenAI Artificial Intelligence Artificial Intelligence AI Modeling 234