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Sunday, August 3, 2025

CATEGORY

Artificial Intelligence

Explained: Autoregressive Model

Explore autoregressive models for predicting future values from past data. Learn about AR(p), ARMA, ARIMA, and their use in AI, NLP, and time series analysis.

Explained: Encoder-Decoder Architecture

Encoder-decoder: the ML duo behind translations, summaries, and image generation in GenAI. Versatile, creative, but not without its quirks!

Explained: Training Data

Learn about training data, its types, and its crucial role in machine learning. Discover the differences between training and testing data, and the importance of data quality for model performance.

Explained: Deep Belief Network

Explore the concept of Deep Belief Networks, their historical significance, and why they've been largely replaced by more advanced neural network architectures.

Explained: Generative Adversarial Network

Dive into the world of Generative Adversarial Networks (GANs). Learn how these powerful AI models work, their applications, and the different types of GANs.

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