Posts by Tag

• Matlab 8
• Machine Learning 8
• R 2
• Regression 2
• Classification 2
• Unsupervised Learning 2
• Neural Network 2
• Image Recognition 2
• Visualization 1
• Code 1
• Supervised Learning 1
• Clustering 1
• Model Selection 1
• Regularization 1
• Parallel Computing 1
• Support Vector Machine 1

Matlab

Machine Learning - Support Vector Machines

2 minute read

Project on classification in Fisher Iris dataset using Support Vector Machines

Machine Learning - Neural Network and Image Recognition Part 2

2 minute read

Project on image recognition using neural networks

Machine Learning - Neural Network and Image Recognition Part 1

2 minute read

Project on image recognition using neural networks

Machine Learning - Parallel Computing

2 minute read

Quick look into parallel computing possibilities on Matlab

Machine Learning - Model selection in polynomial degrees and Regularization

2 minute read

Advanced Econometrics Homework on Model Selection in polynomial degrees and Regularization to solve over-fitting

Machine Learning - Multiclass Logistic Regression, K-means clustering and Principal Component Analysis

2 minute read

Advanced Econometrics Homework on Multiclass Logistic Regression, K-means clustering and Principal Component Analysis

Machine Learning - Logistic Regression and Classification

1 minute read

Advanced Econometrics Homework on Logistic Regression

Data Analysis and Regression - Gradient Descent and Newton Method for Optimization

1 minute read

Advanced Econometrics Homework on Gradient Descent and Newton Method Optimization

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Machine Learning

Machine Learning - Support Vector Machines

2 minute read

Project on classification in Fisher Iris dataset using Support Vector Machines

Machine Learning - Neural Network and Image Recognition Part 2

2 minute read

Project on image recognition using neural networks

Machine Learning - Neural Network and Image Recognition Part 1

2 minute read

Project on image recognition using neural networks

Machine Learning - Parallel Computing

2 minute read

Quick look into parallel computing possibilities on Matlab

Machine Learning - Model selection in polynomial degrees and Regularization

2 minute read

Advanced Econometrics Homework on Model Selection in polynomial degrees and Regularization to solve over-fitting

Machine Learning - Multiclass Logistic Regression, K-means clustering and Principal Component Analysis

2 minute read

Advanced Econometrics Homework on Multiclass Logistic Regression, K-means clustering and Principal Component Analysis

Machine Learning - Logistic Regression and Classification

1 minute read

Advanced Econometrics Homework on Logistic Regression

Data Analysis and Regression - Gradient Descent and Newton Method for Optimization

1 minute read

Advanced Econometrics Homework on Gradient Descent and Newton Method Optimization

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R

Index of useful R functions for my reference

less than 1 minute read

Reference index of R code

Interactive Maps in R - An analysis of historical minimum wage values for US states

4 minute read

Small project on data visualization through interactive presentations in R

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Regression

Machine Learning - Logistic Regression and Classification

1 minute read

Advanced Econometrics Homework on Logistic Regression

Data Analysis and Regression - Gradient Descent and Newton Method for Optimization

1 minute read

Advanced Econometrics Homework on Gradient Descent and Newton Method Optimization

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Classification

Machine Learning - Multiclass Logistic Regression, K-means clustering and Principal Component Analysis

2 minute read

Advanced Econometrics Homework on Multiclass Logistic Regression, K-means clustering and Principal Component Analysis

Machine Learning - Logistic Regression and Classification

1 minute read

Advanced Econometrics Homework on Logistic Regression

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Unsupervised Learning

Machine Learning - Multiclass Logistic Regression, K-means clustering and Principal Component Analysis

2 minute read

Advanced Econometrics Homework on Multiclass Logistic Regression, K-means clustering and Principal Component Analysis

Machine Learning - Logistic Regression and Classification

1 minute read

Advanced Econometrics Homework on Logistic Regression

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Neural Network

Machine Learning - Neural Network and Image Recognition Part 2

2 minute read

Project on image recognition using neural networks

Machine Learning - Neural Network and Image Recognition Part 1

2 minute read

Project on image recognition using neural networks

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Image Recognition

Machine Learning - Neural Network and Image Recognition Part 2

2 minute read

Project on image recognition using neural networks

Machine Learning - Neural Network and Image Recognition Part 1

2 minute read

Project on image recognition using neural networks

Back to top ↑

Visualization

Interactive Maps in R - An analysis of historical minimum wage values for US states

4 minute read

Small project on data visualization through interactive presentations in R

Back to top ↑

Code

Index of useful R functions for my reference

less than 1 minute read

Reference index of R code

Back to top ↑

Supervised Learning

Data Analysis and Regression - Gradient Descent and Newton Method for Optimization

1 minute read

Advanced Econometrics Homework on Gradient Descent and Newton Method Optimization

Back to top ↑

Clustering

Machine Learning - Multiclass Logistic Regression, K-means clustering and Principal Component Analysis

2 minute read

Advanced Econometrics Homework on Multiclass Logistic Regression, K-means clustering and Principal Component Analysis

Back to top ↑

Model Selection

Machine Learning - Model selection in polynomial degrees and Regularization

2 minute read

Advanced Econometrics Homework on Model Selection in polynomial degrees and Regularization to solve over-fitting

Back to top ↑

Regularization

Machine Learning - Model selection in polynomial degrees and Regularization

2 minute read

Advanced Econometrics Homework on Model Selection in polynomial degrees and Regularization to solve over-fitting

Back to top ↑

Parallel Computing

Machine Learning - Parallel Computing

2 minute read

Quick look into parallel computing possibilities on Matlab

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Support Vector Machine

Machine Learning - Support Vector Machines

2 minute read

Project on classification in Fisher Iris dataset using Support Vector Machines

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