AWS Machine Learning Blog

OCTOBER 18, 2023

This post details how Purina used Amazon Rekognition Custom Labels , AWS Step Functions , and other AWS Services to create an ML model that detects the pet breed from an uploaded image and then uses the prediction to auto-populate the pet attributes. It uses Rekognition Custom Labels to predict the pet breed.

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Tableau

JANUARY 20, 2021

Happy New Year! Welcome to another year of reviewing the Best of the Tableau Web (BOTW). Can you believe we’re entering the 10th year of this blog series? You can find Mark on LinkedIn , Twitter , and on his Sons of Hierarchies blog. You can also check out the blogs I follow here. Tips and tricks.

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AWS Machine Learning Blog

APRIL 17, 2023

ML fraud model performance relies heavily on the quality of data it is trained on, and, specifically for the supervised models, accurate labeled data is crucial. Previously, you had to provide over 10,000 labeled events with at least 400 examples of fraud to train a model. Therefore, you can expect higher false positive rates.

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AssemblyAI

DECEMBER 20, 2023

Join Us On Discord 2023 at AssemblyAI - A Year in Review Here are some of the new products and features we've launched for customers in 2023: Conformer-1 and Conformer-2 AI Models Released : The year saw the launch of  Conformer-2 , our enhanced AI model for automatic speech recognition. million hours of English audio.

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Flipboard

MAY 17, 2023

But you also said that AGI research wasn’t doing very well at that time at solving the basic problems that had remained intractable for 50 years. But you also said that AGI research wasn’t doing very well at that time at solving the basic problems that had remained intractable for 50 years. Rodney Brooks, Robust.AI

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AWS Machine Learning Blog

SEPTEMBER 22, 2023

and many more years of love together” ) rather than following the prompt as an explicit instruction (e.g. In this blog post, we ask annotators to rank model outputs based on specific parameters, such as helpfulness, truthfulness, and harmlessness. a written email). This occurs because the model is trained to predict the next token.

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Flipboard

FEBRUARY 3, 2023

The Seattle Police Department has been using the technology since last year, the company says. “Like most departments, Memphis PD reviews less than 1% of their body camera videos because there is simply too much data for humans to watch. SPD declined to answer questions about the department’s use of Truleo.

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AWS Machine Learning Blog

SEPTEMBER 1, 2023

Security SMEs review the architecture based on business security policies and needs. Nowadays, the majority of our customers is excited about large language models (LLMs) and thinking how generative AI could transform their business. However, bringing such solutions and models to the business-as-usual operations is not an easy task.

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phData

JANUARY 10, 2023

In this blog, we’ll discuss how to create the most effective bar chart in Sigma. Sigma Computing is a business intelligence (BI) tool specializing in data exploration and visualization. Its live connection to the Snowflake Data Cloud makes exploring data a breeze. Why Do Visualizations Like Bar Charts Matter When Analyzing Data?

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Business Intelligence Business Intelligence Data Visualization Data Analysis 52

Tableau

JANUARY 20, 2021

Happy New Year! Welcome to another year of reviewing the Best of the Tableau Web (BOTW). Can you believe we’re entering the 10th year of this blog series? You can find Mark on LinkedIn , Twitter , and on his Sons of Hierarchies blog. You can also check out the blogs I follow here. Tips and tricks.

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Defined.ai blog

MARCH 23, 2023

For example, consider the following review of a restaurant: “The food was amazing, but the service was terrible.” ” In this review, the overall sentiment is positive (the food was amazing), but the sentiment of the service is negative (the service was terrible). .” Evaluating the results.

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Flipboard

MARCH 1, 2023

This year, Microsoft has reportedly invested an additional $10 billion in the startup known as “OpenAI,” which released its highly successful ChapGPT platform in November of last year. In 2021, the investment in AI tools reached a total of $111.4 Why should you care?

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AWS Machine Learning Blog

MARCH 6, 2024

Nature Reviews Drug Discovery 22, 260–260 (2023). Both LLMs and pLMs have grown by orders of magnitude in the past few years, as illustrated in the following figure. Proteins are the molecular machines of the body, responsible for everything from moving your muscles to responding to infections. COVID-19 Spikevax Moderna $21.8

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DagsHub

FEBRUARY 29, 2024

Improved data preparation techniques focused on efficient data labeling, management, augmentation and curation while keeping the model relatively fixed in its architecture has led to significantly better model outcomes. In this blog, I will describe how to prepare data for machine learning in depth. million per year.

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ODSC - Open Data Science

MARCH 8, 2024

Source ) In a blog post released today, OpenAI fired back at Elon Musk’s lawsuit and moved to dismiss his claims about the company’s motives. Source ) In a blog post released today, OpenAI fired back at Elon Musk’s lawsuit and moved to dismiss his claims about the company’s motives. Do AI video generators dream of San Pedro?

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DataRobot

NOVEMBER 2, 2021

Earlier in this blog series, we discussed how AI can help streamline talent acquisition. For years, private and public sectors alike have used RPA to assist with Human Resources (HR) needs. In between these two steps, HR personnel will spend countless hours reviewing resumes in search of the perfect candidate. The problem?

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ODSC - Open Data Science

FEBRUARY 22, 2023

Planning the Presentation: Reviewing Strategic Fundamentals Regardless of the audience or topic, there are core strategic principles that underlie any successful, live data-driven presentation. There are fundamental presentation concepts that you should review and account for as you design, develop, and deliver your presentation.

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AWS Machine Learning Blog

MARCH 30, 2023

ML model optimized for annotators A tremendous number of high-performing object detection models have been proposed by the computer vision community in recent years. This allows us to highlight less confident edges for more efficient and precise human review. The following table summarizes our findings.

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IBM Journey to AI blog

OCTOBER 16, 2023

One method is to review data sampling for over- or underrepresented groups within the training data. As companies increase their use of artificial intelligence (AI), people are questioning the extent to which human biases have made their way into AI systems. What is bias in artificial intelligence? It also reduces AI’s potential.

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Heartbeat

JANUARY 30, 2023

A machine learning model is trained using a sizable dataset of text that has been labeled in order to classify language as positive, negative, or neutral. But they need a lot of labeled training data, and the dataset could be biased. The quantity of positive and negative words in a passage of text can be used to gauge its mood.

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AWS Machine Learning Blog

OCTOBER 10, 2023

Trained on 680 thousand hours of labelled data, Whisper models demonstrate a strong ability to generalize to many datasets and domains without the need for fine-tuning. SageMaker JumpStart offers foundation models based on different tasks or model providers, and you can easily review model characteristics and usage terms.

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Towards AI

JULY 15, 2023

If I ask you this: “Suppose we have data containing the population of each county in the US for the year 2000. An illustration of Benford’s Distribution, Photo by Author. In the expansive digital landscape of social media, user authenticity is a paramount concern. As platforms like Twitter grow, so does the proliferation of fake accounts.

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Google Research AI blog

MARCH 14, 2023

Developing machine learning (ML) tools in pathology to assist with the microscopic review represents a compelling research area with many potential applications. This is in contrast to training models to predict “intermediate” human-annotated labels for known pathologic features and then using those features to predict outcomes.

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AWS Machine Learning Blog

APRIL 24, 2023

Since conversational AI has improved in recent years, many businesses have adopted cutting-edge technologies like AI-powered chatbots and AI-powered agent support to improve customer service while increasing productivity and lowering costs. In the global retail industry, pre- and post-sales support are both important aspects of customer care.

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AWS Machine Learning Blog

JANUARY 12, 2023

The Very Group’s culture to learn and experiment meant Amazon Comprehend was reviewed for applicability using a Java application to learn how it worked with test PII data. This is guest post by Andy Whittle, Principal Platform Engineer – Application & Reliability Frameworks at The Very Group. Overview of solution.

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AWS Machine Learning Blog

AUGUST 21, 2023

Explainability of machine learning (ML) models used in the medical domain is becoming increasingly important because models need to be explained from a number of perspectives in order to gain adoption. These perspectives range from medical, technological, legal, and the most important perspective—the patient’s.

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Pickl AI

JULY 24, 2023

According to recent reports, the demand for data scientists has grown by over 30% in the past year, and this trend is expected to continue. Data Science salary in India is one of the best. Pursuing a data science certification course makes you eligible to get the best Data Science salary in India. What is Data Science?

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Alation

MARCH 31, 2022

So I was surprised to learn from my colleague Myles Suer’s blog piece about Self-Service vs. Traditional BI that it was first referenced in 1865. I was Team BObjects — I am sure Cognos would have cheekily labelled us Team BO.). More recent years have witnessed the trend of digital transformation. Modern Business Intelligence.

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Alation

FEBRUARY 20, 2020

For those of us who champion the power of data, the past five years have been an incredible ride thanks to the rise of big data. Today the state of labelling data for appropriate use is akin to the opaque labelling of food products over 40 years ago. Can these labels be learned? Humans are. People use data.

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PyImageSearch

APRIL 3, 2023

With the help of the OpenVINO toolkit, you would convert and optimize the TensorFlow FP32 (32-bit floating point) model to the MyriadX blob file format expected by the Visual Processing Unit of the OAK device. The converted blob file would then run image classification inference on the OAK-D using the DepthAI API. computer vision) on a daily basis.

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Mlearning.ai

FEBRUARY 24, 2023

In this blog post, we will explain what PCA is and how it works and present five examples of PCA analysis. PCA is an unsupervised learning technique that does not require labels or target variables. Principal Component Analysis (PCA) is a popular statistical technique used to reduce the dimensions of a large data set.

Machine Learning 52

Machine Learning Machine Learning Data Visualization Data Science 52

Heartbeat

JUNE 12, 2023

For example, a model trained on sales data from one year may experience data drift when used to predict sales in a different year with different trends and patterns. Feedback Monitoring gathers feedback from users and stakeholders to ensure the model meets their needs and expectations.

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AWS Machine Learning Blog

NOVEMBER 16, 2023

This is a joint blog with AWS and Philips. For many years, Philips has been pioneering the development of data-driven algorithms to fuel its innovative solutions across the healthcare continuum. Philips is a health technology company focused on improving people’s lives through meaningful innovation.

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AWS Machine Learning Blog

MAY 23, 2023

With tradition ML models, in order to achieve each specific task, you need to gather labeled data, train a model, and deploy that model. With foundation models, instead of gathering labeled data for each model and training multiple models, you can use the same pre-trained FM to adapt various tasks.

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AWS Machine Learning Blog

JANUARY 12, 2023

Whether by phone, web, chat, or email, this customer support software enables agents and customers to quickly connect and solve customer problems. AWS and Salesforce have been in a strategic partnership since 2016, and are working together to innovate on behalf of customers. Solution overview. The following diagram shows the solution architecture.

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AssemblyAI

SEPTEMBER 12, 2023

Traditionally, this included newspapers, magazines, TV broadcasts, and radio, but it's now expanded to digital media sources: Social media networks Online news sites Blogs Forums Video Podcasts TV The purpose of media monitoring is to stay up to date on how the public perceives your brand. What Is Media Monitoring?

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Alation

APRIL 19, 2021

Knowing this, many companies would invest heavily in infrastructure as part of a long term plan, wasting money on servers and storage that stood empty for years. Modern businesses have their heads in the clouds… not that they’re daydreaming. The pandemic has caused a major shift to work-from-home culture. But why migrate at all?

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