### A Comprehensive Guide to Learn Swift from Scratch for Data Science

Overview Swift is quickly becoming one of the most powerful and effective languages for data science Swift is quite similar to Python so you’ll …

Home Archive by Category "Machine Learning"

Overview Swift is quickly becoming one of the most powerful and effective languages for data science Swift is quite similar to Python so you’ll …

Overview Here’s an intuitive and beginner friendly guide to the mathematics behind machine learning Learn the various math concepts required for machine learning, including …

Overview Web scraping is a highly effective method to extract data from websites (depending on the website’s regulations) Learn how to perform web scraping …

Overview Here are eight ambitious data science projects to add to your data science portfolio We have divided these projects into three categories – …

Overview Build your own highlights package in Python using a simple approach That’s right – learn how automatic highlight generation works without using machine …

Overview Working on Data Science projects is a great way to stand out from the competition Check out these 7 data science projects on …

Overview Interpretable machine learning is a critical concept every data scientist should be aware of How can you build interpretable machine learning models? This …

Overview K-Means Clustering is a simple yet powerful algorithm in data science There are a plethora of real-world applications of K-Means Clustering (a few …

Overview What are loss functions? And how do they work in machine learning algorithms? Find out in this article Loss functions are actually at …

Overview Evaluating a model is a core part of building an effective machine learning model There are several evaluation metrics, like confusion matrix, cross-validation, …

- Mathematics behind Machine Learning – The Core Concepts you Need to Know
- 24 Ultimate Data Science Projects To Boost Your Knowledge and Skills (& can be accessed freely)
- Commonly used Machine Learning Algorithms (with Python and R Codes)
- 6 Easy Steps to Learn Naive Bayes Algorithm with codes in Python and R
- 7 Regression Techniques you should know!
- A Complete Python Tutorial to Learn Data Science from Scratch
- A Simple Introduction to ANOVA (with applications in Excel)
- Introduction to k-Nearest Neighbors: A powerful Machine Learning Algorithm (with implementation in Python & R)

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