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

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 351

Machine Learning NLP Artificial Intelligence Artificial Intelligence 351

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 328

Data Science 328

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

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.

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

Cassie Kozyrkov

MARCH 16, 2023

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

Data Science 229

Data Science 229

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 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 AI AI Artificial Intelligence 141

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 342

Machine Learning Artificial Intelligence Artificial Intelligence 342

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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

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

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 179

Neural Network Deep Learning 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 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 342

Python 342

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

LLM

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

Flipboard

MARCH 12, 2023

ChatGPT recently passed the U.S. Medical Licensing Exam, but using it for a real-world medical diagnosis would quickly turn deadly. With news that ChatGPT successfully “passed” the U.S. Medical Licensing Exam, I was curious how it would perform in a real-world medical situation.

ChatGPT 175

ChatGPT Machine Learning 175

Becoming Human

MARCH 17, 2023

Think of software as a self-sustaining unit capable of connecting seamlessly with the human mind, and your first thought is the virtual assistant. Voice command devices are the most prevailing breakthrough in Artificial Intelligence. This technology relies on location awareness and user input. To provide meaningful insights in response to queries, virtual assistants often depend on digital data pertaining to traffic congestion, user schedules, retail prices, stock prices, weather conditions, and

Neural Network 124

Neural Network Artificial Intelligence Artificial Intelligence Automation 124

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 336

ETL Data Integration Business Intelligence Machine Learning 336

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Google Research AI blog

MARCH 16, 2023

Posted by Jamila Smith-Loud, Human Rights & Social Impact Research Lead, Google Research, Responsible AI and Human-Centered Technology Team Globalized technology has the potential to create large-scale societal impact, and having a grounded research approach rooted in existing international human and civil rights standards is a critical component to assuring responsible and ethical AI development and deployment.

Responsible AI 111

Responsible AI ML AI AI 111

Flipboard

MARCH 17, 2023

Sam Altman, CEO of OpenAI, the company that developed the controversial consumer-facing artificial intelligence application ChatGPT, has warned that the technology comes with real dangers as it reshapes society.

Artificial Intelligence 172

Artificial Intelligence Artificial Intelligence OpenAI ChatGPT 172

Becoming Human

MARCH 16, 2023

Part 1: Understanding Zero-Shot Learning Image from Unsplash Despite deep learning’s revolutionary impact on computer vision, existing approaches are plagued by various significant problems. For example, traditional vision datasets are time-consuming and expensive to develop while only teaching a small subset of visual concepts. In this series, we will learn how to connect images and texts using a zero-shot classifier with hands-on examples.

Computer Vision 127

Computer Vision Deep Learning Machine Learning Artificial Intelligence 127

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 331

Large Language Models Deep Learning Chatbots Machine Learning 331

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.

SAS Software

MARCH 14, 2023

SAS® Viya® has been making waves in the analytics and AI industry. SAS Viya has recently been included in G2’s annual ranking of Best Analytics and AI products for 2023, a list based partly on user feedback. So, what are SAS users and industry analysts saying about SAS Viya? One [.

AI 105

AI AI 105

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 174

Conversational AI Chatbots ChatGPT AI 174

Chatbots Life

MARCH 17, 2023

Ever since its conception, chatbots have been leveraged by industries across the globe to serve a wide variety of use cases. From enabling simple conversations to handling helpdesk support to facilitating purchases, chatbots have come a long way. If you were to put it in numbers, research shows that a whopping 1.4 billion people use chatbots today. Without question, the chatbot presence in the healthcare industry has been booming.

NLP 105

NLP Chatbots Natural Language Processing Conversational AI 105

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 323

Big Data 323

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Data Analysis

O'Reilly Media

MARCH 14, 2023

A couple of days ago, I was thinking about what you needed to know to use ChatGPT (or Bing/Sydney, or any similar service). It’s easy to ask it questions, but we all know that these large language models frequently generate false answers. Which raises the question: If I ask ChatGPT something, how much do I need to know to determine whether the answer is correct?

ChatGPT 104

ChatGPT Large Language Models Python Algorithm 104

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 161

Artificial Intelligence Artificial Intelligence Machine Learning Chatbots 161

SAS Software

MARCH 15, 2023

As in most other sectors, health care is changing at lightning speed. Access to data makes it possible to speed up clinical trials, develop more personalized medication, make quicker and better diagnoses, improve the quality of patient care and save lives. The pandemic has sped up digital transformation in every [.] The post 6 predictions for AI and data in health care and life sciences appeared first on SAS Blogs.

AI 104

AI AI Data Analysis 104