Analytics Vidhya

MAY 27, 2023

Introduction Classifying emotions in sentence text using neural networks involves attributing feelings to a piece of text. It can be achieved through techniques like neural networks or lexicon-based methods. Neural networks involve training a model on tagged text data to predict emotions in new text. Lexicon-based methods use emotion-associated word dictionaries.

Modeling 313

Modeling Analytics IT Machine Learning 313

Analytics Vidhya

MAY 27, 2023

Introduction The UNet is the first model that comes to mind these days whenever we want to use image segmentation in machine learning. In comparison to earlier state-of-the-art techniques, it has been revolutionary in terms of performance improvement. Extensive medical imaging, autonomous driving, and satellite imaging applications are all supported by the encoder-decoder convolutional neural network UNet.

Machine Learning 311

Machine Learning Modeling Analytics IT 311

Analytics Vidhya

MAY 27, 2023

Introduction Bike-sharing demand analysis refers to the study of factors that impact the usage of bike-sharing services and the demand for bikes at different times and locations. The purpose of this analysis is to understand the patterns and trends in bike usage and make predictions about future demand. This post will examine how statistical machine-learning […] The post End-to-End Case Study: Bike Sharing Demand Prediction appeared first on Analytics Vidhya.

Statistics 306

Statistics Machine Learning Analytics Forecasting 306

Analytics Vidhya

MAY 27, 2023

Introduction In this article, Discover the intriguing fusion of Tinder and Artificial Intelligence (AI). Unveil the secrets of AI algorithms that have revolutionized Tinder’s matchmaking capabilities, connecting you with your ideal match. Embark on a captivating journey into the seductive world where you get to know how AI transforms Tinder dating experience, equipped with the […] The post The Unexpected Love Affair: How AI Transforms Tinder’s Dating Experience?

Analytics 296

Analytics 296

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

Experimentation

Analytics Vidhya

MAY 27, 2023

90% of workers with a mentor are happier in their jobs, says CNBC. Today’s competitive job market demands from you the perfect skillset to strive in your career. To propel your career to new heights, finding a mentor who can guide you through is one of the wisest approaches. A mentor can provide guidance and […] The post How to Find a Mentor Who Can Accelerate Your Career?

Marketing 295

Marketing Analytics Data Science 295

Analytics Vidhya

MAY 27, 2023

Artificial intelligence (AI) has been making a significant impact in the world of technology, and education is no exception. With the introduction of OpenAI’s chatbot, GPT-3, an LLM, educators are starting to explore the potential of AI in the classroom. Khan Academy and Byju are a few examples to state. However, like any new technology, […] The post How Good Are Human Trained AI Models for Training Humans?

Modeling 283

Modeling Technology Analytics 283