Python Tips to Write clear and concise code
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Avoid Over-Optimization: Focus on making code clear and maintainable

Here is an example https://youtu.be/f3S22VYJCIA

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Linear Algebra is very essential for physics, computer graphics, and machine learning

Here is a tutorial on how to learn linear algebra with Python and SciPy https://youtu.be/BNa2s6OtWls

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Learn how to perform hypothesis testing, t-tests, ANOVA, and chi-squared tests using SciPy! https://youtu.be/CDE81yY7VNA

How many Days of the Current Month in Python 🐢

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Top 5 Practices to make your code clear and concise

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As a data analyst or data scientist these are the most essential methods to filter, aggregate, and manipulate your data using Pandas.

Just pick one of the list of videos and watch it. https://www.youtube.com/watch?v=OiYZj4QE30k&list=PL0nX4ZoMtjYFVb7OGPBEbJ3tsMMkRHswK

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Python Datastructure https://donsheehy.github.io/datastructures/fullbook.pdf
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Time series analysis is used when dealing with data collected over time. Learn how to perform a simple time series analysis and plot a time series line graph: https://youtu.be/1w7WLcy2LBY

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Probability is the key to Machine Learning. You can learn it by visualizing with Python from scratch: https://bit.ly/3KRSxOe

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This is a step by step web scrapping tutorials from scratch
👉Learn how to scrape data from any website for data analysis
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Welcome to this comprehensive tutorial on linear regression in Python! In this video, I'll walk you through the entire process of building a simple linear regression model from scratch, complete with a real-world example.

https://youtu.be/CRbCmv21OAg?si=i3_BtPqbYd2RWjDZ

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Predicting student's test score based on study hours using Linear Regression in Python

https://youtu.be/CRbCmv21OAg?si=i3_BtPqbYd2RWjDZ

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Data Structures and
Algorithms in Python https://web.archive.org/web/20230429191242/http://xpzhang.me/teach/DS19_Fall/book.pdf

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In this short tutorial, you'll learn how to merge two dataframes based on the column values of another dataframe and avoiding duplicates in both dataframes
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Python Problem: Word Count Tool

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Python Problem: Longest Increasing Subsequence

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😎 Cool Python 🐍 Tricks 🕺

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