YoVDO

A View in Old and New Machine Learning

Offered By: VinAI via YouTube

Tags

Machine Learning Courses Bayesian Networks Courses Classification Courses Probabilistic Models Courses Topic Modeling Courses Document Classification Courses Multi-Task Learning Courses Deep Neural Networks Courses Meta-Learning Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the evolution of machine learning techniques in this comprehensive seminar by Professor Wray Buntine from Monash University. Delve into both traditional and modern approaches to machine learning, starting with hierarchical probabilistic models like k-dependence Bayesian networks and hierarchical topic models. Examine the state-of-the-art applications of deep neural networks in multi-task learning, document classification, and learning to learn. Compare the capabilities of old and new technologies, and consider their relevance in today's landscape. Discover efforts to combine traditional statistical methods with modern deep learning approaches, providing a holistic view of the field's progression and future directions.

Syllabus

[Seminar Series] A View in Old & New Machine Learning


Taught by

VinAI

Related Courses

Introduction to Machine Learning
A Cloud Guru
Puppet Professional Certification - PPT206
A Cloud Guru
Advanced Machine Learning
The Open University via FutureLearn
AI and Machine Learning Essentials with Python
University of Pennsylvania via Coursera
Анализ данных
Novosibirsk State University via Coursera