Classification Model with SVM Classifier – Python Example
In this post, you will get an access to Python code example for building a machine learning classification model using SVM (Support Vector Machine) classifier…
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What are Features in Machine Learning?
Machine learning is about learning one or more mathematical functions / models using data to solve a particular task. Any…
Deep Learning – Learning Feature Representations
In this post, you learn about what is deep learning with a focus on feature engineering. Here is a quick…
Machine Learning Models Evaluation Infographics
In this post, you will get an access to a self-explanatory infographics / diagram representing different aspects / techniques which need to…
Python – Training a Model using Logistic Regression
In this post, you will learn about how to train a model using machine learning algorithm such as Logistic Regression. Here is…
Python – How to Plot Learning Curves of Classifier
In this post, you will learn a technique using which you could plot the learning curve of a machine learning…
Infographics for Model & Algorithm Selection & Evaluation
This is a short post created for quick reference on techniques which could be used for model evaluation & selection…
Feature Scaling & Stratification for Model Performance (Python)
In this post, you will learn about how to improve machine learning models performance using techniques such as feature scaling…
Python – Improve Model Performance using Feature Scaling
In this post you will learn about a simple technique namely feature scaling using which you could improve machine learning…
How to use Sklearn Datasets For Machine Learning
In this post, you wil learn about how to use Sklearn datasets for training machine learning models. Here is a…
Python – How to install mlxtend in Anaconda
In this post, you will quickly learn about how to install mlxtend python package while you are working with Anaconda Jupyter…
Python – Scatter Plot Different Classes
In this post, you will learn about the how to create scatter plots using Python which represents two or more classes while you are…
Python DataFrame – Assign New Labels to Columns
In this post, you will get a code sample related to how to assign new labels to columns in python programming…
Java Implementation for Rosenblatt Perceptron
In this post, you will learn about Java implementation for Rosenblatt Perceptron. Rosenblatt Perceptron is the most simplistic implementation of…
Difference between Adaline and Logistic Regression
In this post, you will understand the key differences between Adaline (Adaptive Linear Neuron) and Logistic Regression. Activation function Cost…
Logistic Regression: Sigmoid Function Python Code
In this post, you will learn about the following: How to represent the probability that an event will take place…