Technology

Alt Intro
Introduction to Artificial Intelligence

What is Artificial Intelligence

Artificial Intelligence (AI) is the technology building smart machines able to perform tasks that generally need Human Intelligence.
Alt Intro
Multiple Linear Regression

Multipl Linear Regression

In my previous article, i used a business problem to introduce linear regression problems. In this article, i explore in detail how linear regression techniques are implemented using code.
Alt Intro
Simple Linear Regression

Simple Linear Regression

In my previous article, i used a business problem to introduce linear regression problems. In this article, i explore in detail how simple linear regression technique is implemented using code.
Alt Intro
Splitting your Dataset

Splitting your Dataset

When training a machine learning model, one ought to split the dataset as a pre-requisite to training. This article explains in detail the train_test_split sklearn's function that is used for this purpos...
Alt Intro
Sampling your Data

Sampling your Data

When training a machine learning model, especially when working with huge dataset, it is important to create a sample representative of the the entire dataset in order to avoid out of memory problem when...
Alt Intro
Training a Model

Training a Model

AI is about making machines think and act like human beings. Human beings go through a learning process to know and be able to do certain things. So there should be a way in which machine are also "taugh...