Analytics Vidhya

MARCH 2, 2023

Introduction Setting up an environment is the first step in Python development, and it’s crucial because package management can be challenging with Python. And also Python is a flexible language that can be applied in various domains, including scientific programming, DevOps, automation, and web development. Given the length and breadth of third-party applications, your global environment […] The post Choosing the Right Python Environment Tool for Your Next Project appeared first on

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Python DevOps Automation Data Science 399

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 ].

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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

Flipboard

MARCH 31, 2023

A Belgian man reportedly ended his life following a six-week-long conversation about the climate crisis with an artificial intelligence (AI) chatbot.

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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

Machine Learning Mastery

MARCH 9, 2023

Long Short-Term Memory (LSTM) is a structure that can be used in neural network. It is a type of recurrent neural network (RNN) that expects the input in the form of a sequence of features. It is useful for data such as time series or string of text. In this post, you will learn about […] The post LSTM for Time Series Prediction in PyTorch appeared first on MachineLearningMastery.com.

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Neural Network Deep Learning 145

Analytics Vidhya

MARCH 27, 2023

Introduction Could the American recession of 2008-10 have been avoided if machine learning and artificial intelligence had been used to anticipate the stock market, identify hazards, or uncover fraud? The recent advancements in the banking and finance sector suggest an affirmative response to this question. The keys to business success are sophisticated, intelligent security systems […] The post Applications of Machine Learning and AI in Banking and Finance in 2023 appeared first on Analyt

Machine Learning 380

Machine Learning Artificial Intelligence Artificial Intelligence AI 380

AssemblyAI

MARCH 7, 2023

Language models (LMs) are a class of probabilistic models that learn patterns in natural language. LMs can be utilized for generative purposes to generate, say, the next event in a story by exploiting their knowledge of these patterns. In recent years, significant efforts have been put into scaling LMs into Large Language Models (LLMs). The scaling process - training bigger models on more data with greater compute - leads to steady and predictable improvements in their ability to learn these pat

Large Language Models 363

Large Language Models OpenAI Neural Network Chatbots 363

Cassie Kozyrkov

MARCH 29, 2023

A first look at two major AI releases Continue reading on Towards Data Science »

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Data Science AI AI ChatGPT 264

Flipboard

MARCH 30, 2023

Microsoft research head Peter Lee. (GeekWire File Photo / Clare McGrane) Peter Lee has spent a lot of time recently with GPT-4, the AI-powered tool that simulates human conversation, built by OpenAI with contributions from its partner Microsoft. “I lost a couple weeks of sleep,” said Lee at a lecture Monday at the University of Washington. “It was very intense.” Lee, head of Microsoft Research, is tasked with assessing the implications of the tool for healthcare.

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Large Language Models Computer Scientist Chatbots OpenAI 182

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

Machine Learning Mastery

MARCH 2, 2023

PyTorch is a deep learning library. You can build very sophisticated deep learning models with PyTorch. However, there are times you want to have a graphical representation of your model architecture. In this post, you will learn: How to save your PyTorch model in an exchange format How to use Netron to create a graphical […] The post Visualizing a PyTorch Model appeared first on MachineLearningMastery.com.

Deep Learning 145

Deep Learning 145

AWS Machine Learning Blog

MARCH 10, 2023

Online fraud has a widespread impact on businesses and requires an effective end-to-end strategy to detect and prevent new account fraud and account takeovers, and stop suspicious payment transactions. Detecting fraud closer to the time of fraud occurrence is key to the success of a fraud detection and prevention system. The system should be able to detect fraud as effectively as possible also alert the end-user as quickly as possible.

Machine Learning 143

Machine Learning Metadata 143

Analytics Vidhya

MARCH 28, 2023

Email automation is a game-changer for businesses, but with AI, it’s becoming even more powerful! AI-powered email automation tools use ML algorithms to analyze data and optimize campaigns, delivering personalized content to each recipient. These tools can also help businesses save time and resources by automating repetitive tasks and providing insights into customer behavior.

Automation 367

Automation ML Algorithm AI 367

AssemblyAI

MARCH 21, 2023

While AI systems like ChatGPT or Diffusion models for Generative AI have been in the limelight in the past months, Graph Neural Networks (GNN) have been rapidly advancing. In the last couple of years Graph Neural Networks have quietly become the dark horse behind a wealth of exciting new achievements that have made it all the way from purely academic research breakthroughs to actual solutions actively deployed at large-scale.

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Neural Network Deep Learning AI AI 318

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

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 264

Data Science 264

Flipboard

MARCH 30, 2023

The Federal Trade Commission (FTC) received a new complaint today from the Center for AI and Digital Policy (CAIDP), which calls for an investigation of OpenAI and its product GPT-4.

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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.

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OpenAI Data Science Artificial Intelligence Artificial Intelligence 142

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 2, 2023

Introduction The advancement of interest in Deep Learning in recent years and the explosion of Machine Learning tools like TensorFlow, PyTorch, etc., will also be cited, which will provide ease of use and easy debugging of codes. Many popular frameworks such as MxNet, Tensorflow, Jax, PaddlePaddle, Caffe 2, Mindspore, and Theano will gain popularity because […] The post Pytorch Tensors and its Operations appeared first on Analytics Vidhya.

Deep Learning 364

Deep Learning Machine Learning Python Data Science 364

AssemblyAI

MARCH 8, 2023

The next generation of AI research and technology is here–and everyone is talking about it, thanks in large part to recent developments like ChatGPT and Stable Diffusion text-to-image generation. Why are these AI-powered tools becoming so popular? Partly, because they empower users to play around with the technology in an accessible way and to generate fun, thought-provoking, unique, interesting, and useful outputs.

Machine Learning 148

Machine Learning OpenAI Artificial Intelligence Artificial Intelligence 148

Cassie Kozyrkov

MARCH 19, 2023

(Besides the fact that you don’t need technical skills to do it) Continue reading on The Startup »

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ChatGPT Artificial Intelligence Artificial Intelligence Machine Learning 246

Flipboard

MARCH 28, 2023

As Arthur C. Clarke once put it, any sufficiently advanced technology is “indistinguishable from magic.” Some might say this is true of ChatGPT, too — including, if you will, black magic.

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ChatGPT AI AI Artificial Intelligence 182

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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

Google Research AI blog

MARCH 6, 2023

Posted by Yu Zhang, Research Scientist, and James Qin, Software Engineer, Google Research Last November, we announced the 1,000 Languages Initiative , an ambitious commitment to build a machine learning (ML) model that would support the world’s one thousand most-spoken languages, bringing greater inclusion to billions of people around the globe. However, some of these languages are spoken by fewer than twenty million people, so a core challenge is how to support languages for which there are rel

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Software Engineer Algorithm AI AI 140

Analytics Vidhya

MARCH 23, 2023

Introduction Data visualization (DV) plays a crucial role in analyzing and interpreting data. It helps to identify patterns, trends, and relationships in large and complex datasets, making it easier to communicate insights and findings to a broader audience. With the growing importance of data science and machine learning, data analysis holds a special place in […] The post Creating Interactive and Animated Charts with ipyvizzu appeared first on Analytics Vidhya.

Data Analysis 361

Data Analysis Data Science Machine Learning Python 361

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

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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?

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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

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

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