About Us
AI Vision Institute
Chairman & Founder
Our Team
Our Partners
Presentation
Jobs Center
Investor Relations
Make a Donation
Gallery
FAQ
University
Courses
Departments
+
Advanced Materials Science
Advanced Mathematics
Artificial Intelligence
Artificial Intelligence Health Institute
Artificial Intelligence in Medicine
Bioinformatics
Biomedical Engineering
Business and Innovation in AI
Cognitive Science
Cognitive Neuroscience
Computer Science
Cyber-Physical Systems
Data Science
Engineering
Ethics and Policy in AI
Human-Computer Interaction
Nanotechnology
Neuroengineering
Physics
Robotics
Robotics and Biomechanics
Smarttech Kids Club
London Valley Technology Park
R&D – Research Center
Virtual Campus
Events
Projects
Articles
Blog & News
Contact
About Us
AI Vision Institute
Chairman & Founder
Our Team
Our Partners
Presentation
Jobs Center
Investor Relations
Make a Donation
Gallery
FAQ
University
Courses
Departments
+
Advanced Materials Science
Advanced Mathematics
Artificial Intelligence
Artificial Intelligence Health Institute
Artificial Intelligence in Medicine
Bioinformatics
Biomedical Engineering
Business and Innovation in AI
Cognitive Science
Cognitive Neuroscience
Computer Science
Cyber-Physical Systems
Data Science
Engineering
Ethics and Policy in AI
Human-Computer Interaction
Nanotechnology
Neuroengineering
Physics
Robotics
Robotics and Biomechanics
Smarttech Kids Club
London Valley Technology Park
R&D – Research Center
Virtual Campus
Events
Projects
Articles
Blog & News
Contact
Search for:
info@aivisioninstitute.com
4 Edgecot Grove, London, England, N15 5HD
Student Login
Appointment
Online Campus
About Us
AI Vision Institute
Chairman & Founder
Our Team
Our Partners
Presentation
Jobs Center
Investor Relations
Make a Donation
Gallery
FAQ
University
Courses
Departments
+
Advanced Materials Science
Advanced Mathematics
Artificial Intelligence
Artificial Intelligence Health Institute
Artificial Intelligence in Medicine
Bioinformatics
Biomedical Engineering
Business and Innovation in AI
Cognitive Science
Cognitive Neuroscience
Computer Science
Cyber-Physical Systems
Data Science
Engineering
Ethics and Policy in AI
Human-Computer Interaction
Nanotechnology
Neuroengineering
Physics
Robotics
Robotics and Biomechanics
Smarttech Kids Club
London Valley Technology Park
R&D – Research Center
Virtual Campus
Events
Projects
Articles
Blog & News
Contact
Mathematical Foundations of Machine Learning
AI Vision Institute
>
Courses
>
Machine Learning
>
Mathematical Foundations of Machine Learning
Home
Courses
Machine Learning
Mathematical Foundations of Machine Learning
Mathematical Foundations of Machine Learning
Curriculum
1 Section
9 Lessons
10 Hours
Expand all sections
Collapse all sections
Modules
9
1.1
The Role and Use of Vectors in Machine Learning
1.2
The Use of Matrices in Machine Learning
1.3
Linear Algebra Applications in Machine Learning
1.4
Data Analysis for Machine Learning
1.5
Probability Theory and Machine Learning
1.6
Data Transformation in Machine Learning Processes
1.7
Probabilistic Models in Machine Learning
1.8
Loss Functions, Optimization, and Model Evaluation
1.9
Classification: Discriminative and Generative Models
This content is protected, please
login
and
enroll
in the course to view this content!
Subscribe to Newsletter
Modal title
Main Content
