ROC Curve and AUC
ROC Curve and AUC in Machine Learning The ROC (Receiver Operating Characteristic) Curve and AUC (Area Under the Curve) are essential metrics for evaluating the performance of classification models, especially….
Tag: Sentiment Analysis
Model Evaluation Metrics (Accuracy, Precision, Recall, F1-Score)
Model Evaluation Metrics in Machine Learning Evaluating a machine learning model is crucial for ensuring its effectiveness. Model evaluation metrics provide a way to measure performance, compare models, and fine-tune….
Hyperparameter Tuning
Hyperparameter Tuning in Machine Learning Introduction Hyperparameter tuning is a crucial step in optimizing machine learning models. Hyperparameters are external configurations that control the learning process and affect the performance….
What is Machine Learning?
What is Machine Learning? Machine Learning (ML) is a branch of artificial intelligence (AI) that enables computer systems to learn from data, identify patterns, and make decisions without explicit programming…..
How AI-powered chatbots are evolving with emotional intelligence
đź’¬ AI-powered chatbots have transformed customer service, mental health support, and personal assistance. But the next big leap is emotional intelligence (EI) – the ability of chatbots to understand, interpret,….
Sentiment Analysis in Power BI
Sentiment Analysis in Power BI – A Step-by-Step Guide Sentiment analysis is a powerful technique used to determine the emotional tone behind a body of text. By leveraging sentiment analysis….
How to Use AI Builder for Sentiment Analysis in Power Automate
In today’s digital world, businesses receive customer feedback from multiple channels—emails, social media, surveys, and support tickets. Understanding customer sentiment is crucial for improving services, enhancing customer experience, and making….
How AI Builder Enhances Power Automate Workflows
Artificial Intelligence (AI) is revolutionizing automation, enabling businesses to streamline operations, improve efficiency, and make data-driven decisions. Microsoft AI Builder, a key component of the Power Platform, enhances Power Automate….
AI and Machine Learning in Power Automate
Power Automate is a powerful automation tool from Microsoft that helps users create workflows without extensive coding. With the integration of Artificial Intelligence (AI) and Machine Learning (ML), Power Automate….
Using AI Builder to Enhance Power Automate Workflows
AI Builder in Power Automate allows users to integrate AI-driven automation into workflows, helping with tasks like image recognition, text analysis, form processing, and predictive analytics. It enables businesses to….