Foundations of Data Science: Planes
We are setting up the foundation of Data Science with a brief introduction to Planes. This is the third article in the Data Science Foundation series. We have learned about […]
Foundations of Data Science: Coordinate Geometry
We are learning the basics of Data Science. This is the second article on Coordinate Geometry which is the second step of the data science foundation. Read the first article
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Foundations of Data Science: Linear Algebra
Artificial intelligence (AI) is a branch of computer science that deals with building smart machines or computers that can think, make decisions, and perform tasks with intelligence like human beings.
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
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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
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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
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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
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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