AI vs ML vs DL vs Data Science
There is so much confusion around this basic concept. Often people ask me what is the real difference between these terms Al vs ML vs… Read More »AI vs ML vs DL vs Data Science
Machine Learning
Model Evaluation Metrics in Machine Learning
You can subscribe to my YouTube channel. Model evaluation is a core part of building an effective machine-learning model. Model evaluation is very important for… Read More »Model Evaluation Metrics in Machine Learning
Time Series Analysis: Forecasting the demand Part-1
By Narendra Kumar Welcome to the new blog series on Time series analysis. In the previous blog, we saw how to build a logistic regression… Read More »Time Series Analysis: Forecasting the demand Part-1
Building A Logistic Regression model in Python
Welcome to another blog on Logistic regression in python. In previous blog Logistic Regression for Machine Learning using Python, we saw univariate logistics regression. And… Read More »Building A Logistic Regression model in Python
Maximum Likelihood Estimation (MLE) for Machine Learning
In the Logistic Regression for Machine Learning using Python blog, I have introduced the basic idea of the logistic function. The likelihood, finding the best… Read More »Maximum Likelihood Estimation (MLE) for Machine Learning
Cost Function in Logistic Regression
We have covered a good amount of time in understanding the decision boundary. Check out the previous blog Logistic Regression for Machine Learning using Python.… Read More »Cost Function in Logistic Regression
Logistic Regression for Machine Learning using Python
Welcome, to the section on ‘Logistic Regression’. Another technique for machine learning from the field of statistics. In the linear regression model used to make… Read More »Logistic Regression for Machine Learning using Python
An Intuition Behind Gradient Descent using Python
In the last article, we saw Cost function in detail. Y=β0 + β1x where β0 is the intercept of the fitted line and β1 is… Read More »An Intuition Behind Gradient Descent using Python
What is Cost Function in Linear regression?
In the field of computer science and mathematics, the cost function also called as loss function or objective function is the function that is used… Read More »What is Cost Function in Linear regression?
Linear Regression For Machine Learning Using Python.
Welcome to the module on Linear regression in the previous blog I have explained about the “Assumptions of linear regression” and “Model Evaluation Metrics Used… Read More »Linear Regression For Machine Learning Using Python.