Online Courses Catalog

University of Colorado Boulder

Designed for beginners in programming, this course focuses on Python packages like Pandas, NumPy, Matplotlib, and Seaborn for data science applications.

Google

Explore executing Python locally, organizing code across files, manipulating files and processes, using regular expressions, and creating Bash scripts for automation and testing.

Codio

Learn fundamental Python programming concepts including functions, recursion, and object-oriented programming, designed for beginners with limited coding experience.

University of Michigan

Learn to treat the internet as a data source by scraping, parsing, and accessing web data and APIs using Python, including HTML, XML, and JSON formats.

Duke University

Acquire fundamental Python skills to succeed in MLOps roles, covering data types, functions, modules, testing, and data handling with Pandas and NumPy.

EDUCBA

This course enables learners to prepare housing data, apply preprocessing and feature engineering, perform exploratory analysis, and build predictive linear regression models using Python.

EDHEC Business School

Master machine learning techniques applied to investment and asset management, using Python libraries for real financial data analysis and portfolio decision-making.

University of Michigan

This course introduces applied machine learning techniques and methods with less emphasis on statistics. It covers clustering, predictive modeling, and using scikit-learn toolkit.

EDUCBA

Gain foundational skills to build and evaluate supervised machine learning models with logistic regression in Python using the real Titanic dataset.

EDUCBA

Develop and evaluate a sentiment analysis model with Python, covering tool selection, data preprocessing, model training, and performance assessment in a hands-on project.

EDUCBA

Develop skills to implement, analyze, and evaluate the Random Forest algorithm in Python using a real-world SONAR classification dataset and best practices.

EDUCBA

Gain Python fundamentals, apply classical ciphers, analyze encryption techniques, and test and debug encryption programs effectively.

EDUCBA

Learn to design interactive GUIs with Tkinter in Python, manage hotel check-in/out workflows, guest records, and generate receipts through a hands-on hotel management system project.

EDUCBA

Learn to design and build interactive GUI applications using Tkinter, including widgets, menus, forms, and advanced navigation.

EDUCBA

Learn to design, implement, and test simple and scientific calculators using Python and Tkinter with practical IDE usage.

EDUCBA

Learn to set up Python and Pygame for 2D game creation, design interactive graphics, and manage events to build engaging game environments.

EDUCBA

Learn sprite mechanics, sound integration, GUI design, and 3D rendering using Python libraries including Pygame, Tkinter, and OpenGL.

EDUCBA

Learn to design interactive characters, event logic, and modular functions in game development using Python and Pygame.

University of Michigan

Introduction to Python programming focusing on visual applications and design, including building dynamic shapes and designs.

EDUCBA

Develop skills in matrix analysis, sorting algorithms, and managing lists and dictionaries effectively using Python.

Corporate Finance Institute

Learn Python fundamentals for financial data analysis using Numpy, Pandas, Matplotlib, and Seaborn libraries.

University of Michigan

Explore dictionary data structures, user-defined functions, and file management in Python through practical applications.

University of Michigan

Learn Python programming basics through building simple programs step-by-step with no prior programming experience required.

KodeKloud

Beginner course covering Python basics with practical exercises and quizzes, requiring no prior programming experience.