Machine Learning and Deep Learning Maths - Matrix and Vector Operations
Offered By: The AI University via YouTube
Course Description
Overview
Syllabus
Element-wise Operation using Inline Function - Python | What are Inline Functions in Python?.
Machine Learning Mathematics - Create Matrix using Python.
Machine Learning Mathematics - Create Vectors using Python.
Calculate Matrix Addition and Subtraction using Python.
Calculate Matrix Size Shape & Dimension using Python.
Dense to Sparse Matrix conversion using Python.
Machine Learning Mathematics - Matrix Transpose using Python.
18.Mean Variance and Std Deviation of a matrix.
17.Convert dictionary into matrix.
16.Dot product of two vectors.
15.Rank of a matrix.
14.Trace of a matrix.
13.Flattening a matrix.
12.Determinant of a matrix.
11.Find Max and Min element from Matrix.
10.Diagonal of a matrix.
9.Invert a matrix.
8.Reshape a matrix.
7. Select an element from vector and matrix.
Taught by
The AI University
Related Courses
Neural Networks for Machine LearningUniversity of Toronto via Coursera 機器學習技法 (Machine Learning Techniques)
National Taiwan University via Coursera Machine Learning Capstone: An Intelligent Application with Deep Learning
University of Washington via Coursera Прикладные задачи анализа данных
Moscow Institute of Physics and Technology via Coursera Leading Ambitious Teaching and Learning
Microsoft via edX