Modeling
Artificial Intelligence
Generative AI for smart grid modeling
MIT’s Laboratory for Information and Decision Systems (LIDS) has been awarded $1,365,000...
Artificial Intelligence
Modeling Variable Seasonal Features with the Fourier Transform
Improve time series forecast performance with a way from signal processingModeling time series data and forecasting it are complex topics. There are a lot of techniques that could possibly be used to enhance model...
Artificial Intelligence
Simulation 106: Modeling Information Diffusion and Social Contagion with Networks
A graph-based approach to modeling the spread of knowledge through social networksSocial media has completely revolutionized the data landscape. We're more connected to every aside from now we have every been in human history....
Artificial Intelligence
Simulation 105: Double Pendulum Modeling with Numerical Integration
Modeling a chaotic systemThe pendulum is a classical physics system that we're all acquainted with. Be it a grandfather clock or a baby on a swing, we've seen the regular, periodic motion of the...
Artificial Intelligence
Unleashing the Power of Predictive Modeling: Overcoming Challenges in Forecasting Annual Revenue Intro Challenges Approaches Model Strategy Mid — Summary
“Prediction could be very difficult, especially if it’s in regards to the future” — Yogi Berra , NY YankeesIn this text, we'll explore the rationale and execution of constructing a predictive time series model...
Artificial Intelligence
Exploring Different Approaches to Generate Response Curves in Marketing Mix Modeling
Comparing Saturation Function and Partial Dependence for Response Curve GenerationResponse curves play an important role in marketing mix modeling by providing insights into the effectiveness of various marketing variables and their contribution to overall...
Artificial Intelligence
Demystifying Topic Modeling Techniques in NLP Introduction Different Methods of Topic Modeling 01. Latent Dirirchlet Allocation (LDA) Implementation in Python: 02. Latent Semantic Evaluation 03. Non Negative Matrix Factorization 04. Parallel...
Welcome to this insightful article where we'll delve into the fascinating world of topic modeling. We’ll uncover the true essence of topic modeling, explore its inner workings, and discover why it has turn out...
Artificial Intelligence
A Data-Driven Exploration of My Reading Journey Introduction The Power of Digital Books Topic Modeling — A Pathway to Uncovering Book Genres Harnessing ChatGPT to Unveil the Essence...
Reading has at all times been an integral a part of my life. From immersing myself in history books and spy novels to expanding my knowledge through statistical and machine learning texts, I even...
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