
Skills you'll gain: Python Programming, NumPy, Data Analysis
Beginner · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Data Structures, Generative AI, Test Driven Development (TDD), Integration Testing, Cloud Deployment, Python Programming, Object Oriented Programming (OOP), Serverless Computing, Cloud Computing, Microsoft Azure, Graph Theory, Software Documentation, Maintainability, Code Review, Software Design, Application Deployment
Beginner · Course · 1 - 3 Months

Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Microsoft Visual Studio, Development Environment, Maintainability, Integrated Development Environments, Microsoft Development Tools, Scalability, Software Development Tools, Python Programming, Debugging
Advanced · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Database Design, Data Processing, Debugging, Web Scraping, File I/O, Data Store, Data Visualization, Database Software, Relational Databases, Restful API, Web Services, SQL, Databases, Data Visualization Software, JSON, Data Presentation, Data Structures, Programming Principles, Python Programming, Program Development
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), File I/O, Program Development, Software Development, Automation, Data Structures, Code Reusability, Maintainability, File Management, Python Programming, Scalability, Scripting Languages, Data Persistence, JSON
Mixed · Course · 1 - 4 Weeks

Logical Operations
Skills you'll gain: Web Services, Web Applications, Web Development, Application Development, Database Application, User Interface (UI), Python Programming, Application Design, Restful API, Database Development, Databases, User Interface (UI) Design, Scripting, Relational Databases, Object Oriented Programming (OOP), Computer Programming, Software Development, Scripting Languages, Object Oriented Design, Programming Principles
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Network Analysis, Network Security, Cyber Operations, Intrusion Detection and Prevention, MITRE ATT&CK Framework, Cybersecurity, Threat Detection, Network Monitoring, Penetration Testing, Anomaly Detection, Exploitation techniques, Brute-force attacks, Scripting, Network Protocols, Authentications, Scripting Languages, Python Programming, Data Access, Identity and Access Management, Automation
Beginner · Specialization · 1 - 3 Months

University of Michigan
Skills you'll gain: Unsupervised Learning, Data Mining, Social Network Analysis, ChatGPT, Embeddings, LLM Application, Applied Machine Learning, Data Quality, Unstructured Data, Anomaly Detection, Machine Learning Methods, Data Science, Supervised Learning, Machine Learning, Data Preprocessing, Data Analysis, Social Media Analytics, Data Manipulation, Python Programming, Exploratory Data Analysis
Advanced · Specialization · 3 - 6 Months

Skills you'll gain: Object Oriented Programming (OOP), Data Structures, Unit Testing, Object Oriented Design, File I/O, Algorithms, Test Case, Test Tools, Python Programming, Debugging, Software Testing, Programming Principles, File Management, Code Reusability, Data Science, Context Management, Performance Tuning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Plotly, Pandas (Python Package), Plot (Graphics), Interactive Data Visualization, Data Visualization, Data Analysis, Data Visualization Software, Restful API, Application Programming Interface (API), Python Programming, Data Manipulation, Data Validation, Context Management
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Unified Modeling Language, JSON, Object Oriented Programming (OOP), File I/O, Software Design, Debugging, Object Oriented Design, Data Processing, Diagram Design, Unit Testing, Programming Principles, Python Programming, Data Import/Export, Data Wrangling, Restful API, Image Analysis, Software Visualization, Data Manipulation, Jupyter, Computer Programming
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: File I/O, Object Oriented Programming (OOP), Object Oriented Design, Code Reusability, Python Programming, Programming Principles, Data Dictionary, Computer Programming, File Systems, Data Structures, Computational Logic, Command-Line Interface, Data Cleansing, Functional Design, Scripting, Package and Software Management, Development Environment, File Management, UI Components, Verification And Validation
Beginner · Specialization · 3 - 6 Months
Advanced Python refers to the deeper concepts and techniques in Python programming that go beyond the basics. It encompasses topics such as object-oriented programming, decorators, generators, context managers, and more. Understanding advanced Python is crucial for developers who want to build complex applications, optimize performance, and implement sophisticated algorithms. As industries increasingly rely on data analysis, machine learning, and automation, proficiency in advanced Python can significantly enhance your ability to tackle challenging projects and contribute to innovative solutions.‎
With advanced Python skills, you can pursue various roles in the tech industry. Positions such as Python Developer, Data Scientist, Machine Learning Engineer, and Software Engineer often require a solid understanding of advanced Python concepts. Additionally, roles in cybersecurity, web development, and data analysis increasingly seek professionals who can leverage advanced Python techniques to solve complex problems and enhance system performance.‎
To learn advanced Python, you should have a strong foundation in basic Python programming. Key skills to focus on include object-oriented programming (OOP), data structures, algorithms, and libraries such as NumPy and Pandas. Familiarity with web frameworks like Django or Flask can also be beneficial. Understanding concepts like asynchronous programming and testing frameworks will further enhance your capabilities, allowing you to write efficient and maintainable code.‎
Some of the best advanced Python courses online include the Advanced Python Scripting for Cybersecurity Specialization and Advanced Portfolio Construction and Analysis with Python. These courses cover a range of advanced topics and provide practical applications, helping you to deepen your understanding and apply your skills in real-world scenarios.‎
Yes. You can start learning advanced Python on Coursera for free in two ways:
If you want to keep learning, earn a certificate in advanced Python, or unlock full course access after the preview or trial, you can upgrade or apply for financial aid.‎
To learn advanced Python effectively, start by reinforcing your foundational knowledge. Engage with online courses, practice coding challenges, and work on projects that interest you. Collaborate with peers or join online communities to share knowledge and seek feedback. Consistent practice and application of advanced concepts in real-world scenarios will help solidify your understanding and boost your confidence.‎
Advanced Python courses typically cover a variety of topics, including but not limited to object-oriented programming, decorators, generators, context managers, and advanced data structures. You may also explore libraries for data analysis, machine learning, and web development. Security practices and optimization techniques are often included, providing a comprehensive understanding of how to leverage Python for complex applications.‎
For training and upskilling employees, courses like Advanced Python Development Techniques and Beyond basics: Advanced Data Analysis with Python are excellent choices. These courses are designed to enhance the skills of professionals, equipping them with the knowledge needed to tackle advanced projects and improve productivity in their roles.‎