Analytics Vidhya

FEBRUARY 24, 2023

Introduction Fake banknotes can easily become a problem for both small and large business enterprises. Being able to identify these banknotes when they are not genuine is very vital. This process could be time-consuming for everyday business professionals and individuals dealing with cash. This calls for a need to achieve this goal via automation. Thanks […] The post Deep Learning in Banking: Colombian Peso Banknote Detection appeared first on Analytics Vidhya.

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Flipboard

FEBRUARY 22, 2023

The U.S. Copyright Office has ruled that illustrations in a new comic book that were created with the AI program Midjourney are not protected by copyright law, according to a letter issued by the Copyright Office.

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AI AI 181

Machine Learning Mastery

FEBRUARY 23, 2023

When you build and train a PyTorch deep learning model, you can provide the training data in several different ways. Ultimately, a PyTorch model works like a function that takes a PyTorch tensor and returns you another tensor. You have a lot of freedom in how to get the input tensors. Probably the easiest is […] The post Training a PyTorch Model with DataLoader and Dataset appeared first on MachineLearningMastery.com.

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Deep Learning 145

OpenAI

FEBRUARY 24, 2023

Our mission is to ensure that artificial general intelligence—AI systems that are generally smarter than humans—benefits all of humanity.

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AI AI 145

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 23, 2023

Introduction Data analysts with the technological know-how to tackle challenging problems are data scientists. They collect, analyze, interpret data, and handle statistics, mathematics, and computer science. They are accountable for providing insights that go beyond statistical analyses. A data scientist’s function is highly transferable, and data scientist employment is available in private and public sectors, […] The post Step-by-step Guide to Become a Data Scientist in Retail Indu

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Data Scientist Data Science Deep Learning Artificial Intelligence 315

Machine Learning Mastery

FEBRUARY 21, 2023

Training a neural network or large deep learning model is a difficult optimization task. The classical algorithm to train neural networks is called stochastic gradient descent. It has been well established that you can achieve increased performance and faster training on some problems by using a learning rate that changes during training. In this post, […] The post Using Learning Rate Schedule in PyTorch Training appeared first on MachineLearningMastery.com.

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Neural Network Deep Learning Algorithm 136

Google Research AI blog

FEBRUARY 24, 2023

Posted by Yang Li, Research Scientist, and Gang Li, Software Engineer, Google Research The computational understanding of user interfaces (UI) is a key step towards achieving intelligent UI behaviors. Previously, we investigated various UI modeling tasks, including widget captioning , screen summarization , and command grounding , that address diverse interaction scenarios such as automation and accessibility.

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Metadata Neural Network Software Engineer Automation 122

Analytics Vidhya

FEBRUARY 22, 2023

Introduction Data replication is also known as database replication, which is copying data to ensure that all information remains consistent across all data resources in real-time. data replication is like a safety net that keeps your information safe from disappearing or falling through the cracks. In most cases, data alters. It is constantly changing.

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Flipboard

FEBRUARY 21, 2023

New York Times reporter Kevin Roose recently had a close encounter of the robotic kind with a shadow-self that seemingly emerged from Bing’s new chatbot — Bing Chat — also known as “Sydney.” News of this interaction quickly went viral and now serves as a cautionary tale about AI.

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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

Machine Learning Mastery

FEBRUARY 19, 2023

Dropout is a simple and powerful regularization technique for neural networks and deep learning models. In this post, you will discover the Dropout regularization technique and how to apply it to your models in PyTorch models. After reading this post, you will know: How the Dropout regularization technique works How to use Dropout on your […] The post Using Dropout Regularization in PyTorch Models appeared first on MachineLearningMastery.com.

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Neural Network Deep Learning 122

SAS Software

FEBRUARY 22, 2023

The metalog family of distributions (Keelin, Decision Analysis, 2016) is a flexible family that can model a wide range of continuous univariate data distributions when the data-generating mechanism is unknown. This article provides an overview of the metalog distributions. A subsequent article shows how to download and use a library [.] The post What is the metalog distribution?

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Data Analysis 119

Analytics Vidhya

FEBRUARY 22, 2023

Introduction From the 2000s onward, Many convolutional neural networks have been emerging, trying to push the limits of their antecedents by applying state-of-the-art techniques. The ultimate goal of these deep learning algorithms is to mimic the human eye’s capacity to perceive the surrounding environment. Image classification, object detection, optical character recognition, and image segmentation tasks […] The post Mask R-CNN for Instance Segmentation Using Pytorch appeared first

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Flipboard

FEBRUARY 22, 2023

Threat actors are actively exploiting the popularity of OpenAI's ChatGPT AI tool to distribute Windows malware, infect Android devices with spyware, or direct unsuspecting victims to phishing pages. [.

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ChatGPT OpenAI AI Tools AI 172

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

PyImageSearch

FEBRUARY 20, 2023

Table of Contents Learning JAX in 2023: Part 1 — The Ultimate Guide to Accelerating Numerical Computation and Machine Learning ?? Introduction Configuring Your Development Environment Having Problems Configuring Your Development Environment? ? What Is JAX? autograd XLA ? What Is JAX (revisited)? ⬇️ Import JAX ? Understanding the Components: API Layering of JAX ?

Machine Learning 114

Machine Learning Deep Learning Computer Vision Neural Network 114

SAS Software

FEBRUARY 22, 2023

Which SAS technique should you use? Consider how often the program is to be run, your comfort level and more. The post DATA Step or PROC? It depends. appeared first on SAS Blogs.

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Analytics Vidhya

FEBRUARY 23, 2023

Introduction Big Data is a large and complex dataset generated by various sources and grows exponentially. It is so extensive and diverse that traditional data processing methods cannot handle it. The volume, velocity, and variety of Big Data can make it difficult to process and analyze. Still, it provides valuable insights and information that can […] The post Top 20 Big Data Tools Used By Professionals in 2023 appeared first on Analytics Vidhya.

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Big Data 305

Flipboard

FEBRUARY 19, 2023

This story was originally published on sister site, WorkLife When ChatGPT was released at the end of 2022, it quickly became something that people couldn’t stop talking about. It was clear it would revolutionize workflows for people in a number of different industries. “Everyone is focused on ChatGPT because it’s something they can see, touch, and play with,” said Chad Sowash, cohost of the HR tech podcast Chad & Cheese.

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Learn how to optimize email deliverability and drive greater email ROI. What lands your email in the customer’s inbox? Understanding those factors, otherwise known as email deliverability, is critical to getting the most return on your campaign investments. But the “rules” around which factors land you in the spam folder aren’t always easy to keep up with.

ODSC - Open Data Science

FEBRUARY 23, 2023

As we have seen since mid-2022, generative AI such as text-to-image art , and other AI-powered tools have entered the mainstream. With these tools becoming even more user-friendly, with each iteration and their popularity growing, it’s clear that generative AI is here to stay. From workers using chatbots as research assistants to creating art through image generators and more, here are a few ways that you can safely use generative AI and make the most of your AI experience.

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Generative AI AI AI Data Science 108

SAS Software

FEBRUARY 22, 2023

Responsible innovation is critical because technology does not exist in a vacuum. It affects us all in unexpected ways. We know analytics has an undeniable impact on society. For example, analytics can help hospitals manage their inventories for essential items like wheelchairs and bladder scanners, help sports teams curate a [.

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AI AI 115

Analytics Vidhya

FEBRUARY 24, 2023

Introduction Are you interested in learning about Apache Spark and how it has transformed big data processing? Or maybe you’re curious about how to implement a neural network using PyTorch. Or perhaps you want to explore the exciting world of AI and its career opportunities? Whatever your interests, Analytics Vidhya’s DataHour sessions have got you […] The post DataHour: Your Free Gateway to the World of Data Science and Technology appeared first on Analytics Vidhya.

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Data Science Neural Network Big Data AI 305

Flipboard

FEBRUARY 23, 2023

Here’s the story of a success story that only required a few hours of work A couple of days ago, I came back from work and started playing video games.

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OpenAI Python Artificial Intelligence Artificial Intelligence 167

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.

Google Research AI blog

FEBRUARY 21, 2023

Posted by John Platt, Distinguished Scientist, Google Research (This is Part 7 in our series of posts covering different topical areas of research at Google. You can find other posts in the series here.) It's an incredibly exciting time to be a scientist. With the amazing advances in machine learning (ML) and quantum computing, we now have powerful new tools that enable us to act on our curiosity, collaborate in new ways, and radically accelerate progress toward breakthrough scientific discoveri

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SAS Software

FEBRUARY 21, 2023

SAS is inclusive as a community, as a company, and as a technology. I'll wear the message loud and proud -- and you can too. The post Inclusive language: in coding, in your wardrobe, in life appeared first on SAS Blogs.

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Analytics Vidhya

FEBRUARY 22, 2023

Introduction Suppose you are appearing in an interview for the manager or senior role. In that case, it’s important to have a deep understanding of the Google Cloud Platform and also must have the quality to lead the team in deployment and have the quality for cost optimization and security, and be able to communicate […] The post 10 Interview Questions on GCP for the Senior/Manager Role appeared first on Analytics Vidhya.

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Flipboard

FEBRUARY 22, 2023

OpenAI in November launched ChatGPT , one of the most significant real-world applications of artificial intelligence to date. The tool allows its users to quickly generate sophisticated textual content that is uniquely constructed. Such content, therefore, likely can avoid detection by traditional plagiarism tools—which creates a concern for universities about how to assess students’ learning and skill development.

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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

Google Research AI blog

FEBRUARY 23, 2023

Posted by Greg Corrado, Distinguished Scientist, and Yossi Matias, VP Engineering and Research, Google Research (This is Part 8 in our series of posts covering different topical areas of research at Google. You can find other posts in the series here.) Google’s focus on AI stems from the conviction that this transformational technology will benefit society through its capacity to assist, complement, and empower people in almost every field and sector.

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SAS Software

FEBRUARY 20, 2023

For hospitals, managing inventory is an ongoing logistical challenge. The right equipment in the right spot is essential for safe and efficient hospital operations. That's why hospitals around the world turn to Blyott. Blyott is a plug-and-play machine learning and modular real-time-location-services (RTLS). Their technology allows hospitals to use Bluetooth [.

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Machine Learning 104

Analytics Vidhya

FEBRUARY 24, 2023

Introduction Imputing missing values is a crucial step when dealing with data. It is one of the steps performed in the Data Analysis. And coming to time-series data, the missing dates play a major role in the overall analysis or when we are trying to visualize the time-series data. If the missing dates are untouched, the […] The post Imputing Missing Dates(not Data) in Python appeared first on Analytics Vidhya.

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Python Data Analysis 303