Feature Engineering: For Highly Skewed Feature
Introduction In this article, we are covering 3 scenarios of skewed data and implementing feature engineering for them: When data is highly right-skewed When data is highly left-skewed When data […]
Data Science
Multi-Class Prediction of Obesity Risk- Kaggle Dataset
Introduction The goal of this competition is to utilize various factors to predict obesity risk in individuals, which is related to cardiovascular disease. On-time prediction using Machine Learning algorithms helps
Multi-Class Prediction of Obesity Risk- Kaggle Dataset Read More »
Bank Customer Churn Prediction in Python: Kaggle Dataset
Customer Churn refers to the loss of existing customers or subscribers who fail to come back for any reason during a designated period. Businesses measure churn rate as the percentage
Bank Customer Churn Prediction in Python: Kaggle Dataset Read More »
Computer Vision Milestones
Infographics to show important milestones in the journey of Computer Vision.
Data Science with Python: Python Variables and Operators
In this article, we will understand Python variables and Python operators in detail. Python Variables In a programming language, variables are fundamental for storing and managing data within a program.
Data Science with Python: Python Variables and Operators Read More »
Data Science with Python: Handling Categorical Features
In real-world scenarios, data contains both numerical and categorical features. In this mind-map, we have discussed various types of categorical data and how to convert them to numerical data using
Data Science with Python: Handling Categorical Features Read More »
Ensemble Models Mind Map: Machine Learning Algorithm
Learn different Ensemble Model techniques and various algorithms widely used to implement ensemble modeling.
Ensemble Models Mind Map: Machine Learning Algorithm Read More »
Data Science with Python: Control Flow Statements
Introduction After learning about the NumPy and Pandas libraries of Python language, it is the correct time to take a deep dive into the working of programs. In this article,
Data Science with Python: Control Flow Statements Read More »