Decision Tree - Classification
Decision tree is a supervised learning technique that can be used for both classification and regression problems, but it is mostly...
ben othmen rabeb
2 min read
Supervised vs. Unsupervised Learning: What's the Difference?
In this article you will find simple explanations for machine learning in general, supervised and unsupervised learning. 1. What is...
ben othmen rabeb
2 min read
Invasive Species Monitoring
Currently, monitoring of ecosystems and plant distribution depends on expert knowledge. Trained scientists visit designated areas and...
ben othmen rabeb
4 min read
Web Scraping???
Are you thinking about web scraping? What is it? How to get data from web? Then you have came to good location.Today we are going to read...
Gaurab Awal
2 min read
Do you want to purchase a Car?
In this blog, we are going to predict that the person will buy a car or not with respect to his age,gender and salary.I got this dataset...
Gaurab Awal
2 min read
Analyzing Nepali Job Market
This blog is about vacancies in the Nepali job market and get idea on most frequent jobs and location where we can get most of these...
Gaurab Awal
3 min read
Tree-Based Model: Classification Tree
Classification Tree A classification tree is a structural mapping of binary decisions that lead to a decision about the class...
Abu Bin Fahd
3 min read
Deep Learning Introduction with Python
What is deep learning? Deep learning is a type of machine learning and artificial intelligence (AI) that imitates the way humans gain...
Abu Bin Fahd
2 min read
Model Validation: Cross_val_score() in Python
Cross-validation is a technique for evaluating ML models by training several ML models on subsets of the available input data and...
Abu Bin Fahd
2 min read
Machine Learning: Feature Creation & Extraction in Python
What is feature engineering? Feature engineering is the process that takes raw data and transforms it into features that can be used to...
Abu Bin Fahd
2 min read
Predicting Neurodegenerative Disease
About Neurodegenerative Diseases Neurodegenerative diseases are a heterogeneous group of disorders that are characterized by the...
Tanushree Nepal
4 min read
Unsupervised Learning: Basics of Clustering
What is unsupervised learning? A group of machine learning algorithms that find patterns in data Data for algorithms has not label,...
Abu Bin Fahd
2 min read
Machine Learning: Support Vector Machine(SVM)
01. What is SVM(Support Vector Machine)? In machine learning, support-vector machines are supervised learning models with associated...
Abu Bin Fahd
2 min read
Linear Classifiers And Machine Learning With Tree Based Models In Python
LINEAR CLASSIFIERS Linear classifiers are supervised machine learning algorithms that classify data into labels based on linear...
James Owusu-Appiah
4 min read
Predicting Neurodegenerative Disease
Feature Enineering/Data Pre-Processing Modeling In first step we must load the data and extract the features %matplotlib inline import...
ben othmen rabeb
2 min read
Predicting Credit Card Approval
Commercial banks receive a lot of applications for credit cards. Many of them get rejected for many reasons, like high loan balances, low...
Abu Bin Fahd
3 min read
An important station on my way of Data Analysis (NAICS - Project)
There was an Arab investor who decided to invest his money in North American countries, specifically in three countries: Canada, Mexico,...
Mariam Ahmed
5 min read
Logistic regression and Decision Tree
Logistic regression Classification Techniques are an important part of machine learning and logistic regression is the most used part.it...
aya abdalsalam
2 min read
Algorithms for Clustering the Data
Unsupervised machine learning algorithms do not have any supervisor to provide any sort of guidance. That is why they are closely aligned...
Mahmoud Morsy
3 min read
Decision Tree Classification
There are various machine learning algorithms that can be put into use for dealing with classification problems. One such algorithm is...
Mahmoud Morsy
4 min read
Supervised vs Unsupervised Learning
Machine learning is already an important part of how modern organisations and services function. Whether in social media platforms,...
Mahmoud Morsy
3 min read
What really is a Classification or Regression Tree?
There are different models in machine learning based on several intuition that help come up with a final prediction. Similar to how there...
Blessing Oludele
3 min read
Machine Learning Preprocessing: Scaling
Standardization is a preprocessing method used to transform continuous data to make it look normally distributed. It's a necessary step...
Abu Bin Fahd
2 min read
World Happiness Report 2021 - EDA
The happiness scores and rankings use data from the Gallup World Poll. The columns following the happiness score estimate the extent to...
Abu Bin Fahd
3 min read
