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Artificial Intelligence
Top Data Science and Machine Learning Books to Read in 2023 For Aspiring Data Scientists: For Practicing Data Scientists: For Business Executives Wanting to Join the Conversation: Data...
Stay ahead of the curve: learn and grow with these distinguished data science and machine learning booksToday there's such an unlimited ocean of knowledge science resources that finding good learning content can feel like...
Artificial Intelligence
Boosting Machine Learning Performance With Rust The Forward Pass Error Calculation The Backward Pass The Training Loop Final Helper Functions Results and Opinions
where epsilon is the educational rate.That is where I exploit the Autograd functionality from LibTorch to acquire my gradients. In PyTorch, we normally apply the backward method on the loss to calculate the derivatives,...
Artificial Intelligence
Understanding Gradient Descent for Machine Learning What’s Loss Function? 1. Batch Gradient Descent 2. Stochastic Gradient Descent 3. Mini-Batch Gradient Descent Conclusion
A deep dive into Batch, Stochastic, and Mini-Batch Gradient Descent algorithms using Python
Artificial Intelligence
Amazing Tools useful for Data Evaluation & Machine learning
This amazing Data Preparation Tool Helps in cleansing, structuring, and preparing messy data for evaluation. Alteryx provides the leading Analytics Automation Platform. It delivers easy end-to-end automation of information engineering, analytics, reporting, machine learning,...
Artificial Intelligence
Zero-Knowledge Machine Learning (ZKML): Projects Exploring the Space Zero-Knowledge Why is ZKML drawing attention recently? Use cases Projects exploring ZKML Closing words
Over the previous 12 months, there have been significant developments in zero-knowledge technology, and in 2023, we're experiencing a remarkable increase in its adoption across the blockchain sector.In parallel, the deployment of machine learning...
Artificial Intelligence
Simplify Your Machine Learning Projects Don’t give attention to complex techniques Creating an MVP Conclusion
Why shouldn’t the main focus of a project be on using complex techniques? For my part there are three predominant reasons, which I'll explain here.Reason 1. The business doesn’t careThe primary and most vital...
Artificial Intelligence
Machine Learning, Illustrated: Opening Black Box Models with SHAP
Now that we understand the underlying calculations of SHAP, we are able to apply it to our predictions by visualizing them. To visualise them, we'll use from Python’s library and input our...
Artificial Intelligence
Simplify Your Machine Learning Projects
Why shouldn’t the main focus of a project be on using complex techniques? For my part there are three important reasons, which I'll explain here.Reason 1. The business doesn’t careThe primary and most significant...
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