Journeying through the galaxy of bits and bytes.
Implementing a simple neural network framework from scratch Trees — the core of computation. Source: Adrian Infernus on Unsplash. Despite doing some work and research in the AI ecosystem for some time, I didn’t truly stop to think about backpropagation and gradient updates
Exploring the beauty of mapping between spaces in SVMs, autoencoders, and manifold learning (isomaps) algorithms Photo by Evgeni Tcherkasski on Unsplash Introduction In machine learning, understanding how algorithms process, interpret, and classify data relies heavily on the concept of “spaces.” In
Tame the Curse of Dimensionality! Learn Dimensionality Reduction (PCA) and implement it with Python and Scikit-Learn. Continue reading on Towards Data Science »
3 Key Encoding Techniques for Machine Learning: A Beginner-Friendly Guide with Pros, Cons, and Python Code Examples How should we choose between label, one-hot, and target encoding? Why Do We Need Encoding?In the realm of machine learning, most algorithms demand inputs
Utilize SageMaker Inference Components to work with Multiple LLMs Efficiently Continue reading on Towards Data Science »
Practical lessons from upgrading Bed-Reader, a bioinformatics library Rust and Python reading DNA data directly from the cloud — Source: https://openai.com/dall-e-2/. All other figures from the author. Would you like your Rust program to seamlessly access data from files in the cloud? When
Go from Nothing to a Complete Dataframe with Python Continue reading on Towards Data Science »
Learn about all the things you can do with Python’s textwrap module, including formatting, text wrapping, trimming and more Photo by Hello Sunday on Unsplash Python has many options for formatting strings and text, including f-strings, format() function, templates and more. There’s
Unveiling the power of question answering Continue reading on Towards Data Science »
Compare Apple Silicon M2 Max GPU performances and energy efficiency to Nvidia V100 for training CNN big models with TensorFlow. Continue reading on Towards Data Science »
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