Programming with Python

Python’s scope is nearly limitless. Data scientists, engineers, and developers are flocking to Python because it is versatile for applications ranging from web development to data science and from artificial intelligence to cybersecurity. In this program, you will learn the essentials of Python coding*:

• Identify, interpret, and apply core programming building blocks in Python code

• Use algorithmic thinking to break up problems into smaller pieces and solve each piece individually

• Recognize and apply best industry practices for programming

• Interpret, use, and build on existing code and Python libraries

*Note: No prior programming knowledge is required.

As part of the capstone project, you will choose from one of three project options that use Python code to accomplish tasks in different domains.

• Linguistic Analysis of Text: Build and test your own language model to analyze and mimic the works of famous authors: Hans Christian Andersen and the Brothers Grimm

• Comparison of DNA: Use data analysis to process and analyze DNA sequences in humans and elephants for the cancer-suppressing p53 gene

• Data Analysis of Social Media Posts: Analyze a data set that maps social media posts to collect information about the text's bias, partisanship, and message intent

These hands-on projects demonstrate Python's versatility and help you build practical, problem-solving skills.

Hands-on practice is a core part of the program. Every new concept taught is paired with guided practice, allowing you to apply new techniques and learn in a live coding environment. Throughout the program, you will gain practical coding experience using Codio, an interactive platform designed for effortless technical learning. All practice exercises, from basic techniques to the final capstone project, are completed in Codio. You can write, test, and debug Python code directly on your browser and receive auto-graded assessments, instant feedback, and instructional tools to help you through exercises.

Python is a good starting point for first-time coders. It uses simple, natural language syntax, almost like spoken English. It is powerful and it is versatile, favored by such diverse industry giants as Netflix, PayPal, NASA, Disney, and Dropbox. Python is used by 87% of data scientists.

• User-Friendly Syntax: As an interpreted language, Python has simpler, more concise syntax than Java. Python's simple, concise syntax makes it easy to write algorithms with just a few lines of code

• Open-Source Libraries: Pre-written code is readily available, with algorithms at your disposal, so you do not have to start every project from scratch. You can benefit from highly specific libraries – physics, web development, gaming, machine learning – by simply importing algorithms and applying them to your own data. It is plug and play at its best, with new functionalities being added all the time

• Community Exchanges: Python’s popularity means it has great community support, with almost 8 million Python developers across the world to help you debug or resolve a programming challenge

• Compatibility: Python is a cross-platform language and can be integrated easily with Windows and other platforms

• Adaptability: Almost every field is adopting Python and needs both generalists and specialists who know how to use it. Fields as varied as gaming, web development, healthcare, and fintech prefer Python over other programming languages, making it the must-learn language for STEM professionals and data scientists

sources: generalassemb.ly

At Carnegie Mellon’s Executive Education Program in the School of Computer Science, we provide organizations and people access to the skills and tools necessary to solve real world technical problems by equipping the next generation of technology leaders with the experience, insights and novel solutions developed by our community of computer science experts. From custom training programs to online individualized learning, our cutting-edge programming — backed by faculty who pioneered the field — takes your skillset to the next level, giving you the tools to tackle your company’s next great technological challenge.

Didn't find what you were looking for? Write to us at learner.success@emeritus.org or Schedule a call with one of our Program Advisors or call us at +1 315 756 3771 (US) / +44 203 835 5826 (UK) / +65 3138 2533 (SG)