Coaching Skills for Learner-Centred Conversations - MOOC - edX - ImperialX
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Coaching Skills for Learner-Centred Conversations - MOOC - edX - ImperialX
1:26
IDM3 3 02 Podcast
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IDM3 3 02 Podcast
24:28
Mathematics for Machine Learning - Multivariate Calculus - Full Online Specialism
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Mathematics for Machine Learning - Multivariate Calculus - Full Online Specialism
3:16:30
Mathematics for Machine Learning - Linear Algebra - Full Online Specialism
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Mathematics for Machine Learning - Linear Algebra - Full Online Specialism
3:50:40
M4ML - Multivariate Calculus - 1.1 Part 1: Welcome to Multivariate Calculus
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M4ML - Multivariate Calculus - 1.1 Part 1: Welcome to Multivariate Calculus
1:50
M4ML - Multivariate Calculus - 4.3 Power series
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M4ML - Multivariate Calculus - 4.3 Power series
3:39
M4ML - Linear Algebra - 1.4 Operations with vectors
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M4ML - Linear Algebra - 1.4 Operations with vectors
11:29
M4Ml - Linear Algebra - 4.2 Part 1: Matrices changing basis
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M4Ml - Linear Algebra - 4.2 Part 1: Matrices changing basis
11:15
M4ML - Linear Algebra - 3.2 Part 3: Composition or combination of matrix transformations
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M4ML - Linear Algebra - 3.2 Part 3: Composition or combination of matrix transformations
9:00
M4ML - Linear Algebra - 5.2 What are eigenvalues and eigenvectors?
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M4ML - Linear Algebra - 5.2 What are eigenvalues and eigenvectors?
4:25
M4ML - Multivariate Calculus - 4.6 Examples
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M4ML - Multivariate Calculus - 4.6 Examples
5:21
M4ML - Multivariate Calculus - 2.5 Jacobian Applied
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M4ML - Multivariate Calculus - 2.5 Jacobian Applied
6:23
M4ML - Multivariate Calculus - 4.9 See you next Module!
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M4ML - Multivariate Calculus - 4.9 See you next Module!
0:29
M4ML - Multivariate Calculus - 4.5 Power series details
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M4ML - Multivariate Calculus - 4.5 Power series details
6:15
M4ML - Linear Algebra - 2.5 Summary
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M4ML - Linear Algebra - 2.5 Summary
1:20
M4Ml - Linear Algebra - 4.1 Einstein summation convention and the symmetry of the dot product
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M4Ml - Linear Algebra - 4.1 Einstein summation convention and the symmetry of the dot product
9:54
M4ML - Multivariate Calculus - 1.1 Part 2: Welcome to Module 1!
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M4ML - Multivariate Calculus - 1.1 Part 2: Welcome to Module 1!
1:05
M4ML - Linear Algebra - 4.4 The Gram-Schmidt process
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M4ML - Linear Algebra - 4.4 The Gram-Schmidt process
6:08
M4ML - Linear Algebra - 1.2 Motivations for linear algebra
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M4ML - Linear Algebra - 1.2 Motivations for linear algebra
3:31
M4ML - Multivariate Calculus - 1.2 Functions
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M4ML - Multivariate Calculus - 1.2 Functions
4:18
M4ML - Multivariate Calculus - 3.4 Simple neural networks
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M4ML - Multivariate Calculus - 3.4 Simple neural networks
5:52
M4ML - Multivariate Calculus - 5.2 Gradient Descent
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M4ML - Multivariate Calculus - 5.2 Gradient Descent
9:07
M4ML - Linear Algebra - 3.1 Matrices, vectors, and solving simultaneous equation problems
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M4ML - Linear Algebra - 3.1 Matrices, vectors, and solving simultaneous equation problems
5:32
M4ML - Multivariate Calculus - 4.2 Building approximate functions
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M4ML - Multivariate Calculus - 4.2 Building approximate functions
3:28
M4ML - Linear Algebra - 4.3 Orthogonal Matrices
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M4ML - Linear Algebra - 4.3 Orthogonal Matrices
6:41
M4ML - Multivariate Calculus - 1.7 Chain Rule
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M4ML - Multivariate Calculus - 1.7 Chain Rule
5:24
M4ML - Multivariate Calculus - 2.7 The Hessian
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M4ML - Multivariate Calculus - 2.7 The Hessian
5:40
M4ML - Multivariate Calculus - 2.6 The Sandpit
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M4ML - Multivariate Calculus - 2.6 The Sandpit
4:43
M4ML - Linear Algebra - 1.5 Summary
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M4ML - Linear Algebra - 1.5 Summary
1:06
M4ML - Multivariate Calculus - 3.2 Multivariate chain rule
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M4ML - Multivariate Calculus - 3.2 Multivariate chain rule
2:39
M4ML - Multivariate Calculus - 5.1 Welcome to Module 5!
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M4ML - Multivariate Calculus - 5.1 Welcome to Module 5!
0:53
M4ML - Multivariate Calculus - 6.1 Simple linear regression
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M4ML - Multivariate Calculus - 6.1 Simple linear regression
10:12
M4ML - Linear Algebra - 2.3 Changing basis
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M4ML - Linear Algebra - 2.3 Changing basis
11:25
M4ML - Multivariate Calculus - 1.8 Taming a Beast
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M4ML - Multivariate Calculus - 1.8 Taming a Beast
5:39
M4ML - Linear Algebra - 3.5 Summary
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M4ML - Linear Algebra - 3.5 Summary
1:00
M4ML - Multivariate Calculus - 1.9 See you next Module!
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M4ML - Multivariate Calculus - 1.9 See you next Module!
0:40
M4ML - Linear Algebra - 2.4 Part 2: Applications of changing basis
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M4ML - Linear Algebra - 2.4 Part 2: Applications of changing basis
3:29
M4ML - Multivariate Calculus - 1.6 Product Rule
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M4ML - Multivariate Calculus - 1.6 Product Rule
4:08
M4ML - Multivariate Calculus - 4.4 Power series derivation
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M4ML - Multivariate Calculus - 4.4 Power series derivation
9:09
M4ML - Multivariate Calculus - 2.2 Variables, constants & context
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M4ML - Multivariate Calculus - 2.2 Variables, constants & context
7:57
M4ML - Multivariate Calculus - 3.5 More simple neural networks
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M4ML - Multivariate Calculus - 3.5 More simple neural networks
4:12
M4ML - Linear Algebra - 3.2 Part 2: Types of matrix transformation
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M4ML - Linear Algebra - 3.2 Part 2: Types of matrix transformation
8:39
M4ML - Linear Algebra - 4.2 Part 2: Doing a transformation in a changed basis
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M4ML - Linear Algebra - 4.2 Part 2: Doing a transformation in a changed basis
4:38
M4ML - Linear Algebra - 3.3 Part 2: Going from Gaussian elimination to finding the inverse matrix
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M4ML - Linear Algebra - 3.3 Part 2: Going from Gaussian elimination to finding the inverse matrix
8:39
M4ML - Multivariate Calculus - 3.3 More multivariate chain rule
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M4ML - Multivariate Calculus - 3.3 More multivariate chain rule
5:39
M4ML - Multivariate Calculus - 5.3 Constrained optimisation
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M4ML - Multivariate Calculus - 5.3 Constrained optimisation
8:35
M4ML - Multivariate Calculus - 6.2 General non-linear least squares
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M4ML - Multivariate Calculus - 6.2 General non-linear least squares
7:13
M4ML - Linear Algebra - 1.3 Getting a handle on vectors
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M4ML - Linear Algebra - 1.3 Getting a handle on vectors
9:06
M4ML - Linear Algebra - 5.3 Special eigen-cases
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M4ML - Linear Algebra - 5.3 Special eigen-cases
3:33
M4ML - Linear Algebra - Wrap up of this Linear Algebra course
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M4ML - Linear Algebra - Wrap up of this Linear Algebra course
1:57
M4ML - Linear Algebra - 1.1 Introduction: Solving data science challenges with mathematics
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M4ML - Linear Algebra - 1.1 Introduction: Solving data science challenges with mathematics
5:55
M4ML - Multivariate Calculus - 4.7 Linearisation
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M4ML - Multivariate Calculus - 4.7 Linearisation
5:17
M4ML - Multivariate Calculus - 2.4 The Jacobian
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M4ML - Multivariate Calculus - 2.4 The Jacobian
5:50
M4ML - Linear Algebra - 5.4 Calculating eigenvectors
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M4ML - Linear Algebra - 5.4 Calculating eigenvectors
10:08
M4ML - Linear Algebra - 5.8 Summary
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M4ML - Linear Algebra - 5.8 Summary
1:15
M4ML - Linear Algebra - 2.1 Introduction to module 2: Vectors
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M4ML - Linear Algebra - 2.1 Introduction to module 2: Vectors
0:50
M4ML - Multivariate Calculus - 1.5 Differentiation examples & special cases
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M4ML - Multivariate Calculus - 1.5 Differentiation examples & special cases
7:50
M4ML - Multivariate Calculus - 1.3 Rise Over Run
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M4ML - Multivariate Calculus - 1.3 Rise Over Run
4:57
M4ML - Linear Algebra - 2.2 Part 1: Modulus & Inner Product
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M4ML - Linear Algebra - 2.2 Part 1: Modulus & Inner Product
9:34
M4ML - Multivariate Calculus - 2.9 See you next module!
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M4ML - Multivariate Calculus - 2.9 See you next module!
0:24
M4ML - Linear Algebra - 2.2 - Part 3: Projection
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M4ML - Linear Algebra - 2.2 - Part 3: Projection
6:48
M4ML - Multivariate Calculus - Wrap up of this course
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M4ML - Multivariate Calculus - Wrap up of this course
0:49
M4ML - Linear Algebra - 2.2 - Part 2: Cosine & Dot Product
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M4ML - Linear Algebra - 2.2 - Part 2: Cosine & Dot Product
5:54
M4ML - Linear Algebra - 5.5 Changing to eigenbasis
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M4ML - Linear Algebra - 5.5 Changing to eigenbasis
5:53
M4ML - Multivariate Calculus - 6.3 Doing least squares regression analysis in practice
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M4ML - Multivariate Calculus - 6.3 Doing least squares regression analysis in practice
6:20
M4ML - Linear Algebra - 2.4 Part 1: Basis, vector space, and linear independence
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M4ML - Linear Algebra - 2.4 Part 1: Basis, vector space, and linear independence
4:14
M4ML - Multivariate Calculus - 4.8 Multivariate Taylor
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M4ML - Multivariate Calculus - 4.8 Multivariate Taylor
6:28
M4ML - Multivariate Calculus - 4.1 Welcome to Module 4!
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M4ML - Multivariate Calculus - 4.1 Welcome to Module 4!
0:36
M4ML - Linear Algebra - 4.5 Example: Reflecting on a plane
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M4ML - Linear Algebra - 4.5 Example: Reflecting on a plane
14:11
M4ML - Multivariate Calculus - 1. 4 Definition of a Derivative
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M4ML - Multivariate Calculus - 1. 4 Definition of a Derivative
10:43
M4ML - Linear Algebra - 5.6 Eigenbasis example
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M4ML - Linear Algebra - 5.6 Eigenbasis example
7:27
M4ML - Linear Algebra - 3.4 Determinants and inverses
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M4ML - Linear Algebra - 3.4 Determinants and inverses
10:37
M4ML - Multivariate Calculus - 3.6 See you next Module!
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M4ML - Multivariate Calculus - 3.6 See you next Module!
0:35
M4ML - Multivariate Calculus - 2.8 Reality is hard
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M4ML - Multivariate Calculus - 2.8 Reality is hard
4:37
M4ML - Linear Algebra - 5.7 Introduction to PageRank
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M4ML - Linear Algebra - 5.7 Introduction to PageRank
8:45
M4ML - Linear Algebra - 3.2 Part 1: How matrices transform space
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M4ML - Linear Algebra - 3.2 Part 1: How matrices transform space
5:42
M4ML - Multivariate Calculus - 2.3 Differentiate with respect to anything
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M4ML - Multivariate Calculus - 2.3 Differentiate with respect to anything
4:44
M4ML - Multivariate Calculus - 3.1 Welcome to Module 3!
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M4ML - Multivariate Calculus - 3.1 Welcome to Module 3!
0:37
M4ML - Multivariate Calculus - 5.4 See you next Module!
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M4ML - Multivariate Calculus - 5.4 See you next Module!
2:08
M4ML - Multivariate Calculus - 2.1 Welcome to Module 2!
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M4ML - Multivariate Calculus - 2.1 Welcome to Module 2!
1:04
M4ML - Linear Algebra - 3.3 Part 1: Solving the apples and bananas problem: Gaussian elimination
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M4ML - Linear Algebra - 3.3 Part 1: Solving the apples and bananas problem: Gaussian elimination
8:01
M4ML - Linear Algebra - 5.1 Welcome to Module 5!
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M4ML - Linear Algebra - 5.1 Welcome to Module 5!
8:15
GDM1 4 05a
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GDM1 4 05a
3:02
Creative Thinking Techniques Promotional Video | Imperial College London
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Creative Thinking Techniques Promotional Video | Imperial College London
1:10
Digital Content Creation | DLH | Imperial College Lonon
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Digital Content Creation | DLH | Imperial College Lonon
1:18