Analyzing Geo-data Using Folium
The goals of this project are : - Gather data specially [geo_location] of Malaysia public universities. - Use pandas to store data - Wrangling collected data...
Data Science Posts
Logistic Regression with a Neural Network Mindset
This post demonstrates how to classify images using logistic regression from scratch. We will learn to:** - Build the general architecture of a learning algo...
Linear Regression from Scratch
In this post I have demonstrated how to generate data and build single linear regression as well as multiple linear regression model by using numpy, pyplot, ...
Pyplot - Data Visualization
matplotlib.pyplot is a collection of command style functions that make matplotlib work like MATLAB. Each pyplot function makes some change to a figure: e.g.,...
Pandas Dataframe
This post is about Pandas - Creating pandas dataframe, working with missing value and so on. The primary data structures in pandas are implemented as two cla...
NetworkX - Exploring Graph
NetworkX is a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks. It has powerful data st...
ML Project - Dress Classifier
A simple project on dress classification with CNN, Keras. 2.0 Project Objectives - To observe students dress up among the IIUM community - To collect picture...
Numpy array
NumPy’s main object is the homogeneous multidimensional array. It is a table of elements (usually numbers), all of the same type, indexed by a tuple of posit...