📌 Papers, guides, and mentor interviews on applying machine learning for ApplyingML.com—the ghost knowledge of machine learning.
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Updated
Jun 5, 2024 - MDX
📌 Papers, guides, and mentor interviews on applying machine learning for ApplyingML.com—the ghost knowledge of machine learning.
Applied artificial intelligence is the implementation of AI tech to solve real world problems. It is a rapidly growing field that is set to shape our future with cutting edge technologies and perhaps even change the world as we know it today!
Curated list of technical blogs on machine learning · AI/ML/DL/CV/NLP/MLOps
📚「@MaiweiAI」Studying papers in the fields of computer vision, NLP, and machine learning algorithms every week.
a structured 3-year Applied AI Bachelor degree path involves covering foundational courses, specialized AI topics, practical applications, and supplementary resources
📚 Curated collection of engineering blogs detailing real-world applications of LLMs in solving specific business problems.
ISA_I 2024/2025 @ FIIT STU in Bratislava
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Maze Applied Reinforcement Learning Framework
Implementing bias-variance-noise decomposition on binary data from Gaussian distributions. Create functions for noise, bias, and variance computation, leveraging Bayes' rule, ridge regression, and model averaging. Aim to visualize error changes with regularization.
Fisher's LDA is a dimensionality reduction and classification method maximizing class separability by finding linear discriminants that optimize the ratio of between-class to within-class variance.
Example code and solutions to the exercises in my O'Reilly book Hands-on Machine Learning with Scikit-Learn and TensorFlow
Live-Transcription (STT) with Whisper PoC
Introduction to applied machine learning
A Python-based laboratory on Artificial Intelligence, featuring theoretical concepts and solutions
📚 Curated list of machine learning engineering blogs.
📚 Curated collection of blogs and papers on how different companies are using machine learning in production for better customer support.
This project is the applied data science capstone project provided by IBM.
[French] TPs du cours d'initiation à la recherche opérationelle du M2 SSD de l'Univ. Grenoble Alpes
Early Detection of Collective Misconceptions with Network-Aware Machine Learning Tools
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