Faisalsardar1
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34 artículos
machine learning course
stanford machine learning course (half course + summary)
- Lote
- • 16 artículos •
- Supervised learning setup • Notas de lectura
- Dataset split; Exponential family. Generalized Linear Models. • Resumen
- Linear Algebra Review • Notas de lectura
- Linear Algebra • Presentación
- Gaussian discriminant analysis. Naive Bayes.Laplace Smoothing. • Notas de lectura
- Y mas...
stanford machine learning course (half course + summary)
Python/Numpy Tutorial.
Text editor/IDE options.. (don’t settle with notepad) • PyCharm (IDE) • Visual Studio Code (IDE) • Sublime Text (IDE) • Atom • Notepad ++/gedit • Vim (for Linux)
- Package deal
- Presentación
- • 39 páginas •
Text editor/IDE options.. (don’t settle with notepad) • PyCharm (IDE) • Visual Studio Code (IDE) • Sublime Text (IDE) • Atom • Notepad ++/gedit • Vim (for Linux)
Neural Networks
Deep Learning Supervised learning with non linear models Logistic Regression Neural Networks computational power data available algorithms Propagation equation
- Package deal
- Resumen
- • 6 páginas •
Deep Learning Supervised learning with non linear models Logistic Regression Neural Networks computational power data available algorithms Propagation equation
Neural Networks
Deep Learning Supervised Learning with Non-linear Models Neural Networks Backpropagation Vectorization Over Training Examples
- Package deal
- Notas de lectura
- • 21 páginas •
Deep Learning Supervised Learning with Non-linear Models Neural Networks Backpropagation Vectorization Over Training Examples
Kernels, SVM.
summary of Kernel Methods SVMs
- Package deal
- Resumen
- • 8 páginas •
summary of Kernel Methods SVMs
Kernel Methods
Kernels. SVM.
- Package deal
- Notas de lectura
- • 30 páginas •
Kernels. SVM.
More on Multivariate Gaussians
1 Definition 2 Gaussian facts 3 Closure properties 4 Summary 5 Exercise
- Package deal
- Notas de lectura
- • 11 páginas •
1 Definition 2 Gaussian facts 3 Closure properties 4 Summary 5 Exercise
Naive Bayes, Laplace Smoothing summary
Outline Naive Bayes Laplacesmoothing Event Models Kernel Methods
- Package deal
- Resumen
- • 7 páginas •
Outline Naive Bayes Laplacesmoothing Event Models Kernel Methods
Gaussian discriminant analysis. Naive Bayes.
Gaussian discriminant analysis & it is model Naive Bayes.
- Package deal
- Resumen
- • 6 páginas •
Gaussian discriminant analysis & it is model Naive Bayes.
Linear Algebra
Outline 1 Basic Concepts and Notation 2 Matrix Multiplication 3 Operations and Properties 4 Matrix Calculus
- Package deal
- Presentación
- • 29 páginas •
Outline 1 Basic Concepts and Notation 2 Matrix Multiplication 3 Operations and Properties 4 Matrix Calculus