
Mathematics_for_Machine_Learning_and_Data_Science_Specialization
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Basic
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1. Specialization & Course Introduction
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2. System of linear equations: 2 variables
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3. System of linear equations: 3 variables
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ungraded lab 1
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ungraded lab 2
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1. Solving system of linear equations: Elimination
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2.Solving system of linear equation: Row echelon form and rank
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Lab
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Lab
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Programming Assignment: System of Linear Equations
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1. Vector algebra
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Lab
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2. Linear transformations
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Linear Transformations
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Matrix Multiplication
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1. Determinants In-depth
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2. Eigenvalues and Eigenvectors
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Assignment
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1. Lesson 1 - Derivatives
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2. Lesson 2 - Optimization
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Lab
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1. Lesson 1 - Gradients
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2. Lesson 2 - Gradient Descent
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Optimization Using Gradient Descent in One Variable
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Optimization Using Gradient Descent in Two Variables
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1. Lesson 1 - Optimization in Neural Networks
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Lab
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Classification with Perceptron
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Regression with Perceptron
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2. Lesson 2 - Newton is Method
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Lab
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