Posts by Tag / iroBLACK

Regression

Introduction to Logistic Regression

4 minute read Logistic, Regression

Usually in Linear Regression we consider $X$ as a explanatory variable whose columns are $X_1 , X_2 …..X_{p}$ are the variables which we use predict are the ...

Supervised Learning with Scikit Learn

31 minute read Classification, Confusion Matrix, Hyperparameter Tuning, k-Nearest Neighbors, Lasso Regression, Linear Regression, Logistic Regression, Regression, Ridge Regression, ROC curve, Scikit Learn

Machine Learning is the art of giving computers the ability to learn from data and make decisions on their own without explicitly programmed for example ...

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bayesians

Introduction To Non-Informative Priors

6 minute read bayesians, non-informative priors

Prior density is denoted by $g(.)$ in this article Introduction Non-Informative Priors are the priors which we assume when we do not have any belief ab...

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non-informative priors

Introduction To Non-Informative Priors

6 minute read bayesians, non-informative priors

Prior density is denoted by $g(.)$ in this article Introduction Non-Informative Priors are the priors which we assume when we do not have any belief ab...

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Machine Learning

Tensorflow Hello World

5 minute read Machine Learning, Tensorflow

Tensorflow is made up of two words tensor and flow , where tensor means multidimensional array and flow means graph of operations. It is developed by google ...

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Tensorflow

Tensorflow Hello World

5 minute read Machine Learning, Tensorflow

Tensorflow is made up of two words tensor and flow , where tensor means multidimensional array and flow means graph of operations. It is developed by google ...

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Scikit Learn

Supervised Learning with Scikit Learn

31 minute read Classification, Confusion Matrix, Hyperparameter Tuning, k-Nearest Neighbors, Lasso Regression, Linear Regression, Logistic Regression, Regression, Ridge Regression, ROC curve, Scikit Learn

Machine Learning is the art of giving computers the ability to learn from data and make decisions on their own without explicitly programmed for example ...

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Classification

Supervised Learning with Scikit Learn

31 minute read Classification, Confusion Matrix, Hyperparameter Tuning, k-Nearest Neighbors, Lasso Regression, Linear Regression, Logistic Regression, Regression, Ridge Regression, ROC curve, Scikit Learn

Machine Learning is the art of giving computers the ability to learn from data and make decisions on their own without explicitly programmed for example ...

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k-Nearest Neighbors

Supervised Learning with Scikit Learn

31 minute read Classification, Confusion Matrix, Hyperparameter Tuning, k-Nearest Neighbors, Lasso Regression, Linear Regression, Logistic Regression, Regression, Ridge Regression, ROC curve, Scikit Learn

Machine Learning is the art of giving computers the ability to learn from data and make decisions on their own without explicitly programmed for example ...

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ROC curve

Supervised Learning with Scikit Learn

31 minute read Classification, Confusion Matrix, Hyperparameter Tuning, k-Nearest Neighbors, Lasso Regression, Linear Regression, Logistic Regression, Regression, Ridge Regression, ROC curve, Scikit Learn

Machine Learning is the art of giving computers the ability to learn from data and make decisions on their own without explicitly programmed for example ...

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Linear Regression

Supervised Learning with Scikit Learn

31 minute read Classification, Confusion Matrix, Hyperparameter Tuning, k-Nearest Neighbors, Lasso Regression, Linear Regression, Logistic Regression, Regression, Ridge Regression, ROC curve, Scikit Learn

Machine Learning is the art of giving computers the ability to learn from data and make decisions on their own without explicitly programmed for example ...

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Logistic Regression

Supervised Learning with Scikit Learn

31 minute read Classification, Confusion Matrix, Hyperparameter Tuning, k-Nearest Neighbors, Lasso Regression, Linear Regression, Logistic Regression, Regression, Ridge Regression, ROC curve, Scikit Learn

Machine Learning is the art of giving computers the ability to learn from data and make decisions on their own without explicitly programmed for example ...

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Hyperparameter Tuning

Supervised Learning with Scikit Learn

31 minute read Classification, Confusion Matrix, Hyperparameter Tuning, k-Nearest Neighbors, Lasso Regression, Linear Regression, Logistic Regression, Regression, Ridge Regression, ROC curve, Scikit Learn

Machine Learning is the art of giving computers the ability to learn from data and make decisions on their own without explicitly programmed for example ...

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Confusion Matrix

Supervised Learning with Scikit Learn

31 minute read Classification, Confusion Matrix, Hyperparameter Tuning, k-Nearest Neighbors, Lasso Regression, Linear Regression, Logistic Regression, Regression, Ridge Regression, ROC curve, Scikit Learn

Machine Learning is the art of giving computers the ability to learn from data and make decisions on their own without explicitly programmed for example ...

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Ridge Regression

Supervised Learning with Scikit Learn

31 minute read Classification, Confusion Matrix, Hyperparameter Tuning, k-Nearest Neighbors, Lasso Regression, Linear Regression, Logistic Regression, Regression, Ridge Regression, ROC curve, Scikit Learn

Machine Learning is the art of giving computers the ability to learn from data and make decisions on their own without explicitly programmed for example ...

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Lasso Regression

Supervised Learning with Scikit Learn

31 minute read Classification, Confusion Matrix, Hyperparameter Tuning, k-Nearest Neighbors, Lasso Regression, Linear Regression, Logistic Regression, Regression, Ridge Regression, ROC curve, Scikit Learn

Machine Learning is the art of giving computers the ability to learn from data and make decisions on their own without explicitly programmed for example ...

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Logistic

Introduction to Logistic Regression

4 minute read Logistic, Regression

Usually in Linear Regression we consider $X$ as a explanatory variable whose columns are $X_1 , X_2 …..X_{p}$ are the variables which we use predict are the ...

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Bayesian

Highest Posterior Density Interval

3 minute read Bayesian, HPDI

Highest Posterior Density Interval is interval of the parmeter in which the posterir value are high when compared to any other point outside the interval (i....

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HPDI

Highest Posterior Density Interval

3 minute read Bayesian, HPDI

Highest Posterior Density Interval is interval of the parmeter in which the posterir value are high when compared to any other point outside the interval (i....

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Markov Chain

Convergence of Markov Chain

18 minute read Markov Chain, MCMC

What is Markov Chain ? Markov Chain is a Stochastic Model in which Future is dependent only on Present not on Past , What I mean to say that is ...

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MCMC

Convergence of Markov Chain

18 minute read Markov Chain, MCMC

What is Markov Chain ? Markov Chain is a Stochastic Model in which Future is dependent only on Present not on Past , What I mean to say that is ...

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