Mona Khalil

Introduction to Python

Master the basics of data analysis with Python in just four hours. This online course will introd...

Intermediate Python

Level up your data science skills by creating visualizations using Matplotlib and manipulating Da...

Data Manipulation with pandas

Learn how to import and clean data, calculate statistics, and create visualizations with pandas.

Introduction to Data Visualization with Seaborn

Learn how to create informative and attractive visualizations in Python using the Seaborn library.

Introduction to Data Visualization with Matplotlib

Learn how to create, customize, and share data visualizations using Matplotlib.

Introduction to Functions in Python

Learn the art of writing your own functions in Python, as well as key concepts like scoping and e...

Introduction to Importing Data in Python

Learn to import data into Python from various sources, such as Excel, SQL, SAS and right from the...

Unsupervised Learning in Python

Learn how to cluster, transform, visualize, and extract insights from unlabeled datasets using sc...

Cleaning Data in Python

Learn to diagnose and treat dirty data and develop the skills needed to transform your raw data i...

Python Toolbox

Continue to build your modern Data Science skills by learning about iterators and list comprehens...

Intermediate Importing Data in Python

Improve your Python data importing skills and learn to work with web and API data.

Introduction to SQL Server

Learn to use SQL Server to perform common data manipulation tasks and master common data manipula...

Writing Functions in Python

Learn to use best practices to write maintainable, reusable, complex functions with good document...

Working with Dates and Times in Python

Learn how to work with dates and times in Python.

Machine Learning with scikit-learn

Learn how to build and tune predictive models and evaluate how well they'll perform on unseen data.

Intermediate SQL Server

In this course, you will use T-SQL, the flavor of SQL used in Microsoft's SQL Server for data ana...

Merging DataFrames with pandas

This course is all about the act of combining, or merging, DataFrames, an essential part your Dat...

Intermediate Data Visualization with Seaborn

Use Seaborn's sophisticated visualization tools to make beautiful, informative visualizations wit...

Statistical Thinking in Python (Part 1)

Build the foundation you need to think statistically and to speak the language of your data.

Exploring and Analyzing Data in Python

Learn how to explore, visualize, and extract insights from data.

Statistical Thinking in Python (Part 2)

Learn to perform the two key tasks in statistical inference: parameter estimation and hypothesis ...

Analyzing Police Activity with pandas

Explore the Stanford Open Policing Project dataset and analyze the impact of gender on police beh...