AssemblyAI

MARCH 15, 2023

To do this, we introduce a number of modifications to the original Conformer architecture. For example, our Conformer-1 is built on top of the Efficient Conformer [ 3 ], a modification of the original Conformer architecture that introduces the following technical modifications: Progressive Downsampling – A progressive reduction scheme for the length of the encoded sequence, inspired by ContextNet [ 4 ].

Convolutional Neural Networks 364

Convolutional Neural Networks Large Language Models Neural Network OpenAI 364

Cassie Kozyrkov

MARCH 16, 2023

Motivation and career insights I wish I hadn’t had to work out for myself Continue reading on Medium »

Data Science 363

Data Science 363

Analytics Vidhya

MARCH 14, 2023

Introduction Machine Learning in marketing has altered the traditional way of marketing. According to Gartner, by 2023, leading organizations will employ machine learning in some aspects of their sales process. Businesses use machine learning to stay ahead of the competition by handling some of marketing’s most difficult obstacles, such as personalization, real-time customer assistance, and big […] The post Applications of Machine Learning in Marketing in 2023 appeared first on Analy

Machine Learning 358

Machine Learning NLP Artificial Intelligence Artificial Intelligence 358

Flipboard

MARCH 17, 2023

OpenAI’s revolutionary chatbot ChatGPT has been all over the news in recent months, triggering technology giants such as Google and Baidu to accelerate their AI roadmaps.

Conversational AI 182

Conversational AI ChatGPT Chatbots AI 182

Speaker: Kevin Burke

AI is reshaping marketing and sales, empowering professionals to work smarter, faster, and more effectively. This webinar will provide a practical introduction to AI, focusing on its current applications, transformative potential, and strategies for successful implementation in your organization. Using real-world examples and actionable insights, we’ll examine how businesses are leveraging AI to increase efficiency, enhance personalization, and drive measurable results.

AI

AWS Machine Learning Blog

MARCH 15, 2023

Tens of thousands of AWS customers use AWS machine learning (ML) services to accelerate their ML development with fully managed infrastructure and tools. For customers who have been developing ML models on premises, such as their local desktop, they want to migrate their legacy ML models to the AWS Cloud to fully take advantage of the most comprehensive set of ML services, infrastructure, and implementation resources available on AWS.

Machine Learning 144

Machine Learning Data Scientist Python ML 144

Analytics Vidhya

MARCH 14, 2023

Introduction I am sure you all are familiar with CPU, but have you heard the term GPU? If your answer is no, then this article is for you! With the advancement in technology, the processing systems have also advanced much, so knowing the right technology at the right time is necessary for efficient usage. So […] The post CPU vs GPU: Why GPUs are More Suited for Deep Learning?

Deep Learning 356

Deep Learning Computer Vision 356

Flipboard

MARCH 17, 2023

Every year, online job search firms collect data about the salaries, skills, and overall job market for tech professionals, generally focusing on software engineers The numbers from job search firms Dice and Hired have been released. These 2022 numbers have been eagerly anticipated, given the turmoil generated by a spate of tech layoffs in latter part of the year that Dice estimates at more than 140,000.

Software Engineer 181

Software Engineer Explainability Data Scientist Artificial Intelligence 181

Becoming Human

MARCH 16, 2023

Photo by Paulius Andriekus on Unsplash Welcome back to the next part of this Blog Series on Graph Neural Networks! The following section will provide a little introduction to PyTorch Geometric , and then we’ll use this library to construct our very own Graph Neural Network! For this approach, I will make use of the MNIST-Superpixel dataset. Here is the first part of this series This portion of the series is also accessible in collab format, which can be found at this link - [link] PyTorch Geome

Neural Network 142

Neural Network Deep Learning Machine Learning Artificial Intelligence 142

ODSC - Open Data Science

MARCH 16, 2023

OpenAI has announced that GPT-4 is currently in development, and while there are no official release dates, there is plenty of excitement surrounding what this latest iteration of the GPT series may be capable of. Currently, it will be made available to ChatGPT Plus users and as an API for developers to build applications and services according to OpenAI’s announcement.

OpenAI 142

OpenAI Data Science Artificial Intelligence Artificial Intelligence 142

Speaker: Joe Stephens, J.D., Attorney and Law Professor

Ready to cut through the AI hype and learn exactly how to use these tools in your legal work? Join this webinar to get practical guidance from attorney and AI legal expert, Joe Stephens, who understands what really matters for legal professionals! What You'll Learn: Evaluate AI Tools Like a Pro 🔍 Learn which tools are worth your time and how to spot potential security and ethics risks before they become problems.

AI

Analytics Vidhya

MARCH 16, 2023

Introduction Since the last decade, technology has been an integral part of all businesses. It is now the most critical factor determining the success of all business operations. New-age technologies like artificial intelligence and machine learning help drive greater efficiency and productivity and improve other business metrics. Until 2021, the machine learning market was estimated […] The post Impact of Machine Learning on HR in 2023 appeared first on Analytics Vidhya.

Machine Learning 352

Machine Learning Artificial Intelligence Artificial Intelligence 352

Flipboard

MARCH 14, 2023

When I was getting my MBA at the University of Iowa in 1981, my advisor Gary Fethke (who would later serve as University of Iowa interim president …

Machine Learning 181

Machine Learning 181

Becoming Human

MARCH 17, 2023

Designing great AI products — Personality and emotion The following post is an excerpt from my book ‘Designing Human-Centric AI Experiences’ on applied UX design for Artificial intelligence. — Photo by Jason Leung on Unsplash We tend to anthropomorphize AI systems, i.e., we impute them with human-like qualities. Consumer demand for personality in AI dates back many decades in Hollywood and the video game industry ¹.

UX Design 141

UX Design Artificial Intelligence Artificial Intelligence AI 141

AssemblyAI

MARCH 13, 2023

80% of a company’s collected data sits unused and over 50% of executives think their company’s data isn’t viewed as a valuable asset. In today’s data-abundant world, this means a significant resource is sitting underutilized. Why not instead leverage this wealth of information to extract key insights about leads, customers, and competitors?

Automation 130

Automation AI AI Data Analysis 130

Speaker: Carolyn Clark and Miriam Connaughton

Forget predictions, let’s focus on priorities for the year and explore how to supercharge your employee experience. Join Miriam Connaughton and Carolyn Clark as they discuss key HR trends for 2025—and how to turn them into actionable strategies for your organization. In this dynamic webinar, our esteemed speakers will share expert insights and practical tips to help your employee experience adapt and thrive.

AI

Analytics Vidhya

MARCH 13, 2023

Introduction With the rise in internet penetration across the world, followed by the rapid growth of social media companies, users are increasingly using various social media platforms to interact and engage with other like-minded individuals and also follow their favourite celebrities and influencers. With the increased use of social media, there has been a significant […] The post Detect Cyberbullying Using Topic Modeling and Sentiment Analysis appeared first on Analytics Vidhya.

Python 352

Python 352

Flipboard

MARCH 13, 2023

An algorithm, not a doctor, predicted a rapid recovery for Frances Walter, an 85-year-old Wisconsin woman with a shattered left shoulder and an allergy to pain medicine. In 16.6 days, it estimated, she would be ready to leave her nursing home. On the 17th day, her Medicare Advantage insurer, Security Health Plan, followed the algorithm and cut off payment for her care, concluding she was ready to return to the apartment where she lived alone.

Algorithm 182

Algorithm AI AI Artificial Intelligence 182

Becoming Human

MARCH 16, 2023

AI drug discovery is exploding. Overhyped or not, investments in AI drug discovery jumped from $450 million in 2014 to a whopping $58 billion in 2021. All pharma giants, including Bayer, AstraZeneca, Takeda, Sanofi, Merck, and Pfizer, have stepped up spending in the hope to create new-age AI solutions that will bring cost efficiency, speed, and precision to the process.

Neural Network 139

Neural Network Deep Learning Artificial Intelligence Artificial Intelligence 139

OpenAI

MARCH 14, 2023

We’ve created GPT-4, the latest milestone in OpenAI’s effort in scaling up deep learning. GPT-4 is a large multimodal model (accepting image and text inputs, emitting text outputs) that, while worse than humans in many real-world scenarios, exhibits human-level performance on various professional and academic benchmarks.

Deep Learning 122

Deep Learning 122

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

Analytics Vidhya

MARCH 16, 2023

Introduction The data integration techniques ETL (Extract, Transform, Load) and ELT pipelines (Extract, Load, Transform) are both used to transfer data from one system to another. The information is taken from one or more data sources, transformed into a target system-compatible format, and then loaded into the target system as part of the ETL process. […] The post Difference Between ETL and ELT Pipelines appeared first on Analytics Vidhya.

ETL 348

ETL Data Integration Business Intelligence Machine Learning 348

Flipboard

MARCH 12, 2023

Recurrent neural network can be used for time series prediction. In which, a regression neural network is created. It can also be used as generative model, which usually is a classification neural network model. A generative model is to learn certain pattern from data, such that when it is presented with some prompt, it can […] The post Text Generation with LSTM in PyTorch appeared first on MachineLearningMastery.com.

Neural Network 180

Neural Network Deep Learning 180

Becoming Human

MARCH 17, 2023

pixabay.com The multimodal model is an important concept in the field of artificial intelligence that refers to the integration of multiple modes of information or sensory data to facilitate human-like reasoning and decision-making. Traditionally, AI models have focused on processing information from a single modality, such as text, image, or speech.

Neural Network 138

Neural Network Natural Language Processing Artificial Intelligence Artificial Intelligence 138

SAS Software

MARCH 13, 2023

A previous article describes the metalog distribution (Keelin, 2016). The metalog distribution is a flexible family of distributions that can model a wide range of shapes for data distributions. The metalog system can model bounded, semibounded, and unbounded continuous distributions. This article shows how to use the metalog distribution in [.] The post Use the metalog distribution in SAS appeared first on SAS Blogs.

Data Analysis 113

Data Analysis 113

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Analytics Vidhya

MARCH 13, 2023

Introduction Large Language Models (LLMs) are foundational machine learning models that use deep learning algorithms to process and understand natural language. These models are trained on massive amounts of text data to learn patterns and entity relationships in the language. LLMs can perform many types of language tasks, such as translating languages, analyzing sentiments, chatbot […] The post An Introduction to Large Language Models (LLMs) appeared first on Analytics Vidhya.

Large Language Models 343

Large Language Models Deep Learning Chatbots Machine Learning 343

Flipboard

MARCH 13, 2023

Artificial intelligence and machine learning already deliver plenty of practical value to enterprises, from fraud detection to chatbots to predictive …

Artificial Intelligence 179

Artificial Intelligence Artificial Intelligence Machine Learning Chatbots 179

Becoming Human

MARCH 17, 2023

As artificial intelligence (AI) continues to advance and become more pervasive in our daily lives, it is crucial that we consider the ethical implications of its use. AI has the potential to transform industries, improve our quality of life, and solve some of the world’s most pressing problems. However, we must ensure that AI is developed and used responsibly to avoid unintended consequences that could harm individuals or society as a whole.

Explainability 136

Explainability Artificial Intelligence Artificial Intelligence AI 136

Analytics Vidhya

MARCH 16, 2023

Introduction This article will be a deep guide for Beginners in Apache Oozie. Apache Oozie is a workflow scheduler system for managing Hadoop jobs. It enables users to plan and carry out complex data processing workflows while handling several tasks and operations throughout the Hadoop ecosystem. Users of Oozie can describe dependencies between various jobs […] The post Introduction to Apache Oozie appeared first on Analytics Vidhya.

Big Data 337

Big Data 337

Speaker: Joe Stephens, J.D., Attorney and Law Professor

Get ready to uncover what attorneys really need from you when it comes to trial prep in this new webinar! Attorney and law professor, Joe Stephens, J.D., will share proven techniques for anticipating attorney needs, organizing critical documents, and transforming complex information into compelling case presentations. Key Learning Objectives: Organization That Makes Sense 🎯 Learn how to structure and organize case materials in ways that align with how attorneys actually work and think.

Analytics Vidhya

MARCH 15, 2023

Introduction Recently, Large Language Models (LLMs) have made great advancements. One of the most notable breakthroughs is ChatGPT, which is designed to interact with users through conversations, maintain the context, handle follow-up questions, and correct itself. However, ChatGPT is limited in processing visual information since it’s trained with a single language modality.

ChatGPT 337

ChatGPT Large Language Models AI AI 337

Analytics Vidhya

MARCH 15, 2023

Introduction DocVQA (Document Visual Question Answering) is a research field in computer vision and natural language processing that focuses on developing algorithms to answer questions related to the content of a document, like a scanned document or an image of a text document. Unlike other types of visual question answering, where the focus is on […] The post Revolutionizing Document Processing Through DocVQA appeared first on Analytics Vidhya.

Natural Language Processing 329

Natural Language Processing Computer Vision Algorithm Deep Learning 329

Analytics Vidhya

MARCH 16, 2023

Introduction “For those new to ChatGPT, think of it like Wikipedia, but on the exact question you want to know. This includes maths problems, programming, and so much more.” ~Dave Waters “Hey, Alexa!” “Hello, Google!” “Hi, Siri!” Now, what do all these have in common? Yes, you guessed it right! They are all AI-based virtual […] The post Everything you Need to Know About ChatGPT appeared first on Analytics Vidhya.

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ChatGPT Natural Language Processing Data Scientist AI 328