Data Engineering
In today’s data-driven world, data is fuel for organizations. Data can be information-driven only when it is structurally organized. Here, comes data engineering for the rescue. With the increasing rate […]
Performance Metrics for Classification: Data Science with Python
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 »
t-distributed Stochastic Neighbor Embeddings (t-SNE)
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 »
Performance Metrics for Regression: Data Science with Python
Performance evaluation metrics are used to measure the quality of the statistical or machine learning model. Evaluating machine learning models or algorithms is an equally essential step, similar to data
Performance Metrics for Regression: Data Science with Python Read More »
Recommender System with Python Code Implementation-Part 2
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 »
Exploring the Top 5 Data Science Courses
One can easily learn Data Science online. There are many courses available, but we have chosen the top 5 data science courses: 1. Introduction to Data Science Specialization by IBM
Data Mining and Artificial Intelligence: A Guide to Profitability
Digital data is of so much importance nowadays for businesses. We are surrounded by data, but extracting useful information from data is crucial. Extracting insights from big data is not
Data Mining and Artificial Intelligence: A Guide to Profitability Read More »
Recommender System with Python Code Implementation-Part 1
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 »
Recommender System- MindMap
The Recommender System is widely implemented these days in day-to-day applications. As a user, we are not aware of what intelligence is running behind the applications. To simplify let’s have