Guide to Autoencoders with TensorFlow & Keras
In this article, we explore Autoencoders, their structure, variations (convolutional autoencoder) & we present 3 implementations using TensorFlow and Keras.
NLP Tutorial with Flair & Python: Achieve SOTA NLP in 5 Minutes
In this article, we explore Flair – A very simple multilingual framework for state-of-the-art NLP.
Stock Price Prediction Using Hidden Markov Model
In this article, we explore the possibilities of the Hidden Markov Model (HMM) when it comes to the prediction of stock prices.
.NET 6: Top 6 New Features in the Upcoming .NET Version
In this article, we explore 6 exciting new features that will be rolled out with a new version of .NET 6.
DeepMind reveals PonderNet: Pondering or Fake Hype?
In this article, we explore PonderNet, a new architecture from DeepMind that is able to…ponder?
Guide to Hyperparameter Tuning and Optimization with Python
In this article, we explore several optimization techniques, implement them in Python from scratch and explain how to use them with SciKit Learn.
AutoML with FLAML & Python: Machine Learning in 15 Seconds
In this article, we explore the fast and lightweight library FLAML. We apply it to Palmer Penguins Dataset and use its many features.
Understanding Cross-entropy for Machine Learning
In this article, we explore one concept from the Machine Learning world that is often misunderstood – Cross-Entropy.
Make Every feature Binary: Microsoft’s 135B Parameter Model
In this article, we explore how Microsoft utilizes the “Making Every Feature Binary” approach to increase the performance of the Bing Search.
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