Articles | Notes | Tips | Tutorials
In Part-2 of this article series, we use the popular Auto MPG data set to get our hands dirty with Linear Regression using the popular Python machine learning library Scikit-Learn. This article covers hands-on demo with the Simple Linear Regression and the Multiple Linear Regression.
Here is the link to the article:
Machine Learning – Linear Regression using Scikit-Learn – Part 2
Enjoy 🙂 !!!
In Part-1 of this article series, we will introduce the mathematical intuition behind Linear Regression. This article covers the Simple Linear Regression and the Multiple Linear Regression.
Here is the link to the article:
Machine Learning – Linear Regression – Part 1
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pydantic is an elegant and popular Python library, that is used for performing data parsing and validation at runtime, using Python‘s type hints, and providing user-friendly errors, when the data is invalid.
Here is the link to the article on pydantic:
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Happy New Year – 2022 !!!
In this article, we will show how to setup a local Ethereum development environment using Ganache and Solidity for building, deploying, and testing Decentralized Application (dApps) and follow through with a simple demonstration using Python. Here is the link to the article:
Using Ganache and Solidity with Python
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Here is an article that shows code snippets for commonly used data visualization methods when rendering graphs/plots using Matplotlib:
Useful Matplotlib Code Snippets
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In this part, we modify (and simplify) our basic skeleton web application using Flask to use AJAX style web interaction for storing user registrations and authenticating registered users.
Here is the link to the article on Flask:
Web Applications using Python Flask – Part III
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In this part, we demo a basic skeleton web application using Flask using SQLite for storing user registrations and authenticating registered users.
Here is the link to the article on Flask:
Web Applications using Python Flask – Part II
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Flask is an elegant, popular, and simple micro-framework for building web applications in Python. This hands-on article introduces the basics of how one could go about building a web application using Flask.
Here is the link to the article on Flask:
Web Applications using Python Flask – Part I
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requests is an elegant, simple to use, and popular Python framework that is used by developers for writing HTTP client applications. This hands-on article introduces the basics of requests.
Here is the link to the article on requests:
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In Part-2 of this series, we will programmatically explore the popular NoSQL document-oriented database MongoDB using Java and Python.
Here is the link to the article:
Enjoy 🙂 !!!