Tag: Machine_Learning
Unlocking Better Learning: The Magic of ImageDataGenerator in Machine Learning
In simple terms, ImageDataGenerator is like a helper tool for training machine learning models, especially for tasks like image recognition….
ML : Convolutional Neural Network (CNN) : Most frequently asked questions
What is a Convolutional Neural Network (CNN) and how does it differ from other types of neural networks? A Convolutional…
Analytics that can be done on a Video file.
Video analytics can be conducted in a variety of ways, depending on what kind of insights you’re looking to extract….
Advanced Machine Learning Techniques for Squid Game Sentiment Analysis: A Comprehensive Approach to Understand Public Opinion, Social Impact, and Viewer Engagement
Project Abstract: Background: Squid Game, a popular television series, has captured the attention of audiences worldwide and generated significant discussions…
Advanced Machine Learning Techniques for Twitter Sentiment Analysis: A Comprehensive Approach to Enhance Social Media Monitoring, Brand Perception, and Market Research
Project Abstract: Background: Twitter sentiment analysis has become an essential tool for businesses, governments, and researchers to understand public opinion,…
Advanced Machine Learning Techniques for Water Quality Analysis: A Comprehensive Approach to Enhance Water Management, Treatment, and Public Health Strategies
Project Abstract: Background: Water quality is a critical factor affecting public health, water management, and treatment strategies. The availability of…
Bike Sharing Demand Analysis Using Advanced Machine Learning Techniques for Enhanced Transportation Planning and Bike Sharing Service Optimization
Project Abstract: Background: Bike sharing systems are becoming increasingly popular in urban areas as an eco-friendly and convenient mode of…
Black Friday Sales Prediction Analysis Using Advanced Machine Learning Techniques for Enhanced Retail Decision-Making and Customer Targeting Strategies
Project Abstract: Background: Black Friday sales events are a significant source of revenue for retailers, and accurate sales prediction models…
Boston Housing Price Prediction Analysis Using Advanced Machine Learning Techniques for Enhanced Real Estate Decision-Making and Investment Strategy
Project Abstract: Background: The Boston Housing dataset is a widely used dataset in the field of machine learning and econometrics,…
IMDb Sentiment Review Analysis Using Advanced Machine Learning Techniques for Enhanced Movie Recommendation Systems and Customer Experience
Project Abstract: Background: Sentiment analysis of movie reviews can provide valuable insights into viewer preferences, enabling the development of more…
