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Machine learning is all around us; on our phones, powering social networks, helping the police and doctors, scientists and mayors ...

Data is one of the main factors determining whether machine learning projects will succeed or fail. That's why it is necessary to ...

Introduction to Gaussian process regression. Slides available at: http://www.cs.ubc.ca/~nando/540-2013/lectures.html Course ...

Bayesian optimization, Thompson sampling and multi-armed bandits. Applications to algorithm configuration, intelligent user ...

SYDE 522 – Machine Intelligence (Winter 2019, University of Waterloo) Target Audience: Senior Undergraduate Engineering ...

There's one specific role that builds a bridge between data science and its practical counterpart, machine learning. Meet the ...

... for machine learning fundamentals - https://www.youtube.com/playlist?list=PL-9_KFQd8ssLS8TV5-GsYhp6fgZ3gZM_a Discord ...

Lecture 11 in the Introduction to Machine Learning (aka Machine Learning I) course by Dmitry Kobak, Winter Term 2020/21 at the ...

A quick introduction to PAC Learning and VC Dimension.

Maximum likelihood and linear regression. Slides available at: http://www.cs.ubc.ca/~nando/540-2013/lectures.html Course taught ...

In this video, I discuss the roadmap for learning "Machine Learning" effectively by referring to my playlists. 0:00 Why ...

... Machine Learning: https://youtube.com/playlist?list=PLTl9hO2Oobd9bPcq0fj91Jgk_-h1H_W3V ⭕ Coding Machine Learning: ...

Some parametric methods, like polynomial regression and Support Vector Machines stand out as being very versatile. This is due ...

With recent computational advances, our ability to create novel machine learning models is far outpacing our capabilities for ...

SYDE 522 – Machine Intelligence (Winter 2019, University of Waterloo) Target Audience: Senior Undergraduate Engineering ...

Mamba is a new neural network architecture that came out this year, and it performs better than transformers at language ...

Fundamentals of Machine Learning for Earth Science Part 1: Overview of Machine Learning Trainers: Jordan A. Caraballo-Vega, ...

This video introduces unsupervised learning, supervised learning, and core data structures used in machine learning. The slides ...

Introduction to Random Forests. Welcome to Introduction to Machine Learning for Coders! Lesson 1 will show you how to create a ...

In this video, we have covered the various aspects of Machine Learning. Share your thoughts, experiences, or questions in the ...