## Data Science with Python: Basic Data Types

We have set up the foundation of Data Science in previous articles while learning Linear Algebra, Coordinate Geometry, Planes, and Matrices. Table of Contents What is Data Type? Check the […]

We have set up the foundation of Data Science in previous articles while learning Linear Algebra, Coordinate Geometry, Planes, and Matrices. Table of Contents What is Data Type? Check the […]

Table of Content Introduction Classification metrics: Accuracy Confusion Matrix Precision and Recall F1 Score AUC-ROC Log Loss Hamming Loss Conclusion Introduction Classification models are one of the most popular models

Performance Metrics for Classification: Data Science with Python Read More »

Table of Contents What is the t-SNE Algorithm? Aim of t-SNE Usage Science behind t-SNE Python Code with Results Limitation Conclusions What is t-SNE Algorithm? The term “t-Distributed Stochastic Neighbor

t-distributed Stochastic Neighbor Embeddings (t-SNE) Read More »

This article is in continuation to Recommender System with Python Code Implementation-Part 1 where we have discussed content-based filtering. Click on the link below for Part 1. Recommender System with

Recommender System with Python Code Implementation-Part 2 Read More »

Introduction to Recommender System The digital world around us is pouring an unprecedented and ever-increasing amount of information on us, and it is very difficult to sort out the elements

Recommender System with Python Code Implementation-Part 1 Read More »

This is the second MindMap of the series, describing data visualizations for various exploratory data analysis. It will help you in concrete information, and to know which visualization can be

Data Visualizations for Exploratory Data Analysis- MindMap Read More »

I am creating a summary of different topics for Machine Learning using MindMap. It will help in quick and better understanding of topics. Many times we lost in details although

Welcome to this series of articles on “Data Science with Python. “In this series, we will learn and explore Data Science with Python programming language. Data is the gold of

A Step-by-Step Guide to Become a Data Scientist If you want to become a successful data scientist. But, you have no idea about the learning paths and sources to become