Analytics Vidhya

FEBRUARY 13, 2023

Introduction Machine learning models have come a long way in the past few decades but still face several challenges, including robustness. Robustness refers to the ability of a model to work well on unseen data, an essential requirement for real-world applications. Adversarial learning is a promising approach for addressing this challenge and has recently gained […] The post Exploring the Use of Adversarial Learning in Improving Model Robustness appeared first on Analytics Vidhya.

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Flipboard

FEBRUARY 17, 2023

In the race to perfect the first major artificial intelligence-powered search engine, concerns over accuracy and the proliferation of misinformation have so far taken centre stage.

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Cassie Kozyrkov

FEBRUARY 15, 2023

The bias-variance tradeoff is a popular phrase you’ll hear in the context of ML/AI.

Data Science 209

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Machine Learning Mastery

FEBRUARY 14, 2023

A deep learning model in its simplest form are layers of perceptrons connected in tandem. Without any activation functions, they are just matrix multiplications with limited power, regardless how many of them. Activation is the magic why neural network can be an approximation to a wide variety of non-linear function. In PyTorch, there are many […] The post Using Activation Functions in Deep Learning Models appeared first on MachineLearningMastery.com.

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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

FEBRUARY 16, 2023

Introduction We are witnessing a revolution in the world due to artificial intelligence. This branch of computer science focuses on creating machines that mimic human intelligence in speech recognition, problem-solving, and pattern recognition tasks. Rapid advancements in AI technology have become a ubiquitous part of our daily activities, enhancing everything from consumer technology to healthcare, […] The post AI in Daily Life: Applications and Threats appeared first on Analytics Vidhya.

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Cassie Kozyrkov

FEBRUARY 15, 2023

The bias-variance tradeoff expained Continue reading on Towards Data Science »

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Google Research AI blog

FEBRUARY 14, 2023

Posted by Kendra Byrne, Senior Product Manager, and Jie Tan, Staff Research Scientist, Robotics at Google (This is Part 6 in our series of posts covering different topical areas of research at Google. You can find other posts in the series here.) Within our lifetimes, we will see robotic technologies that can help with everyday activities, enhancing human productivity and quality of life.

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Analytics Vidhya

FEBRUARY 11, 2023

Introduction We have seen some fancy terms for AI and deep learning, such as pre-trained models, transfer learning, etc. Let me educate you with a widely used technology and one of the most important and effective: Transfer learning with YOLOv5. You Only Look Once, or YOLO is one of the most extensively used deep learning-based […] The post How to Train a Custom Dataset with YOLOv5?

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Flipboard

FEBRUARY 14, 2023

Since the latest version of ChatGPT emerged late last year, educators have been puzzling over how to reconcile traditional writing instruction with …

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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

ODSC - Open Data Science

FEBRUARY 17, 2023

Natural language processing (NLP) has been growing in awareness over the last few years, and with the popularity of ChatGPT and GPT-3 in 2022, NLP is now on the top of peoples’ minds when it comes to AI. Developing NLP tools isn’t so straightforward, and requires a lot of background knowledge in machine & deep learning, among others. We looked at over 25,000 job descriptions for jobs related to NLP, and here are the most important skills, frameworks, programming languages, and cloud services

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SAS Software

FEBRUARY 13, 2023

Using machine learning to correlate factors and characteristics that appear gradually during childhood in people with autism spectrum disorder (ASD) in support to identify others at risk. How prevalent is ASD? Well, it depends on who you ask, but it’s generally accepted that between 1-2.3% of children have been diagnosed. [.

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Analytics Vidhya

FEBRUARY 17, 2023

Introduction Artificial Intelligence (AI) and Data Science have become popular terms today and will continue to grow more in the coming years. AI and Data Science define a powerful new era of computing that has the potential to revolutionize how people interact with everyday technology. And this is happening due to combinations of computing, advanced […] The post Top 10 AI & Data Science Trends to Watch in 2023 appeared first on Analytics Vidhya.

Data Science 315

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Flipboard

FEBRUARY 17, 2023

AI chatbots can spit out convincing — if at times overconfident — natural language responses, but what if an AI could build custom virtual worlds based on a text description alone?

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AI Chatbots Chatbots AI AI 159

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

ODSC - Open Data Science

FEBRUARY 15, 2023

For those who surf their mobile devices often, you might have noticed an uptick in AI-powered chatbots focusing on mental health care. This is no surprise as the quest for artificially intelligent therapists has been making headlines recently, with many platforms offering online counseling services through AI-powered chatbots. In “ Keep Trying AI Therapists: They’re Not All Bad ,” Washington Post’s Shira Ovide explores the growing trend of AI therapy and the debate surrounding its effectiveness.

Chatbots 102

Chatbots Data Science AI AI 102

SAS Software

FEBRUARY 17, 2023

Dake IT uses augmented intelligence to build models for disease identification to help radiologists analyze scanned images. Medical imaging, such as x-rays and ultrasounds, are widely used across the medical community. From dentists, and surgeons to oncologists, physicians everywhere rely on imaging to aid in diagnosing diseases, monitoring the spreading [.

Machine Learning 108

Machine Learning 108

Analytics Vidhya

FEBRUARY 13, 2023

Introduction Are you interested in exploring the latest advancements in the data tech industry? Do you want to enhance your career growth or transition into the field? Look no further! Introducing DataHour – a series of expert-led webinars where you can gain hands-on experience, deepen your understanding and connect with leaders in the field. From […] The post Unlock Learning in the February DataHour Sessions appeared first on Analytics Vidhya.

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Data Mining BERT NLP Data Science 314

Flipboard

FEBRUARY 14, 2023

OpenAI's chatbot has many great uses - but as with any new technology, there are people out there who will look to exploit it in ways that could …

Chatbots 179

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Towards AI

FEBRUARY 16, 2023

Last Updated on February 17, 2023 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Object detection has become an essential task in computer vision applications, and the YOLO (You Only Look Once) model is one of the most… Continue reading on Towards AI Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI.

Computer Vision 98

Computer Vision AI AI 98

SAS Software

FEBRUARY 13, 2023

Ah, Valentine’s Day. Whether you love or loathe this sweet holiday, you can’t miss it if you live in the United States. Seemingly by magic, stores begin filling with red and pink treats right after Christmas. And while you might be astonished by the quick switch in your favorite store. [.

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Analytics Vidhya

FEBRUARY 15, 2023

Introduction PyTorch is a popular open-source machine-learning library that has recently gained immense popularity among data scientists and researchers. With its easy-to-use interface, dynamic computational graph, and rich ecosystem of tools and resources, PyTorch has made deep learning accessible to a wider audience than ever before. However, like any other technology, PyTorch is not immune […] The post PyTorch: A Comprehensive Guide to Common Mistakes appeared first on Analytics Vidhya.

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Flipboard

FEBRUARY 11, 2023

Generative AI, which is based on Large Language Models (LLMs) and transformer neural networks, has certainly created a lot of buzz.

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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.

Towards AI

FEBRUARY 16, 2023

Last Updated on February 21, 2023 by Editorial Team Author(s): Jair Ribeiro Originally published on Towards AI. How We Can Use Technology to Enhance Our Humanity, Not Erode It Continue reading on Towards AI Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas.

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AI AI 98

SAS Software

FEBRUARY 13, 2023

Fraud remains a huge challenge for governments and inspectors at all levels, as fraudsters today are more successful than ever. Because many cases are so difficult to detect, there is tremendous potential for technologies such as analytics and AI to support investigations. The social inspectorates in Belgium have recently set [.] The post Why advanced analytics has a vital role in the fight against social fraud appeared first on SAS Blogs.

AI 104

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Analytics Vidhya

FEBRUARY 17, 2023

Introduction Are you curious about the latest advancements in the data tech industry? Perhaps you’re hoping to advance your career or transition into this field. In that case, we invite you to check out DataHour, a series of webinars led by experts in the field. Through these webinars, you’ll gain hands-on experience, deepen your understanding […] The post Join DataHour Sessions With Industry Experts appeared first on Analytics Vidhya.

Data Analysis 306

Data Analysis Deep Learning Python Machine Learning 306

Flipboard

FEBRUARY 12, 2023

A deep learning model is a mathematical abstraction of data, in which a lot of parameters are involved. Training these parameters can take hours, days, and even weeks but afterward, you can make use of the result to apply on new data. This is called inference in machine learning. It is important to know how […] The post Save and Load Your PyTorch Models appeared first on MachineLearningMastery.com.

Deep Learning 150

Deep Learning Machine Learning 150

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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

Towards AI

FEBRUARY 16, 2023

Last Updated on February 17, 2023 by Editorial Team Author(s): Jesus Rodriguez Originally published on Towards AI. A collection of reserch papers and open source toolkits to streamline core building blocks of application development with foundation… Continue reading on Towards AI Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI.

AI 98

AI AI 98

SAS Software

FEBRUARY 17, 2023

At SAS, where you start doesn’t have to be where you end, and opportunity for internal career mobility and skill growth abounds. Stacey Cooper has been at SAS for 11 years, and during that time, she’s experienced SAS’ support for internal career mobility firsthand - not only as an employee, [.] The post Our Storytellers: Stacey Cooper appeared first on SAS Blogs.

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Analytics Vidhya

FEBRUARY 16, 2023

Introduction Global transformations are taking place to get the most out of the data because of the widespread deployment of smart meters, which present more than 16 million in the United Kingdom. Aim of researchers and utilities are Timely and accurate billing, a better understanding of home energy use, easing the transition to renewable energy […] The post Role of Artificial Intelligence in Smart Meters appeared first on Analytics Vidhya.

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