Machine Learning

Machine Learning

FLOOD FORECASTING USING MACHINE LEARNING

FLOOD FORECASTING USING MACHINE LEARNING

FLOOD FORECASTING USING MACHINE LEARNING Machine learning (ML) flood forecasting models help with flood warning and mitigation or prevention. For this purpose, machine learning (ML) techniques have gained popularity due to their low computational demands and reliance mainly on observational data. Floods are one of the most devastating natural disasters that wreak havoc on human …

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Using ML in HealthCare: Predictive Analytics and Diagnostics

Using ML in HealthCare: Predictive Analytics and Diagnostics

Did you know that most medical errors are caused by misdiagnosis? Because many diseases have similar symptoms, it is difficult for doctors to provide accurate results. T. What if some technologies can overcome problems in healthcare? Sounds interesting, right? This is where machine learning comes into play. This article will help you learn how machine …

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4 Data Preparation Best Practices for Scientists, Business Analysts and Researchers

4 Data Preparation Best Practices for Scientists, Business Analysts and Researchers

Data scientists and analysts play a key role in data by using data to inform decisions and drive action. They perform a wide range of tasks to collect, process, analyze and interpret data to gain insights and make meaningful recommendations. Data analysts are important today because they help organizations make informed decisions based on data. …

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New Artificial Intelligence Research Suggests ExaRanker: Exploring the Role of Natural Language Explanations in Improving Information Retrieval Models

New Artificial Intelligence Research Suggests ExaRanker: Exploring the Role of Natural Language Explanations in Improving Information Retrieval Models

Information retrieval (IR) problems have seen significant improvements in trained transformers such as BERT and T5, refined on millions of instances. The model is expected to perform better than unsupervised models when the queries and documents from the task of interest are comparable to those in the fine-tuning data. For example, in 15 out of …

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Activation functions

Activation functions

Activation functions Aactivation functions to determine the accuracy of the deep learning model and also the computational efficiency of training the model. Activation functions also have a large impact on the ability of the neural network to converge, i.e. to find optimal weights and biases. Without them, our neural network would become a linear combination …

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How to decide between TechDigiPro Rekognition image and video API for video moderation | TechDigiPro Web Services

How to decide between TechDigiPro Rekognition image and video API for video moderation | TechDigiPro Web Services

Almost 80% of today’s web content is user-generated, creating a deluge of content that organizations struggle to analyze with human-only processes. The availability of consumer information helps them make decisions, from buying a new pair of jeans to securing home loans. In a recent survey, 79% of consumers stated they rely on user videos, comments, …

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