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Requests

How to use requests in Python

Advanced

How to compute Bitcoin volatility in Python

How to analyze the correlation between two variables

Machine Learning

How to do linear regression in Python

Learn how to get started with Data Science using Python

Getting Started

How to slice a Pandas DataFrame

Fundamentals

7 ways to create a Pandas DataFrame in Python

6 ways to efficiently store data in Python

How to read data in Python

Built-in

How to do math in Python

How to create a dictionary in Python

Lists

How to create and use lists in Python

How to access data using Python

SQLite

How to add an entry to an SQLite database

How to add a new table in SQLite3 using Python

How to connect to an SQLite3 database using Python

How to create an SQLite3 Database using Python

Learn more about Data and how to handle it.

Data

How to install SQLite3 in Python

Files

How to check if a file exists using Python

Learn how to scrape websites, transform data into patterns and build machine-learning models using the Pandas library.

Pandas

How to install the Pandas library for Python

How to compute the covariance matrix of two Pandas DataFrame columns using Python

How to check what is the current working directory with os in Python

Statistics

How to generate normally distributed data with NumPy using Python

How to loop over lists in Python

How to list all the files in a folder

Learn the tools that big banks and quants companies are using for complex financial modeling.

Finance

How to compute the death cross with Pandas in Python

How to compute the simple moving average (SMA) in Python with Pandas

Numpy

How to generate normally distributed data in Python

How to split values into discrete intervals categories with Pandas in Python

Databases

How to use SQLite in Python

How to generate dummies data with Pandas in Python?

Learn everything you need to know about Data