Python is one of the most common Programming languages used worldwide for its high performance and is easy to use. Python was built by Guido van Rossum in the year of 1991 and ever since, Python has become an integral part of Computer and Data Science, and this technologically advanced world as a whole.
Python is an open-source programming language hence it can be accessed by all, and is suitable for everyday tasks. Since Python is easy to learn and use, it is preferred by a large number of programmers to build Software tools, Web Applications, Game Developments, and much more.
Learning Python as a programming language can help a lot in your professional life and can also secure many job positions for you. If you love coding and want to begin with Python, or already have some basic knowledge in it and are looking for a course to advance your programming skills, they have the best courses for you. Here are some of the best Python courses available on the platform of edX that will guide you in the best possible way to make your dreams come true.
1. Introduction to Python Programming
The first course on our list by edX is presented by the prestigious Georgia Institute of Technology that will introduce you to the world of Python and its functional areas. This course is a Professional Certificate course that will introduce students to the fundamentals of programming in Computer Science, and how to write codes. Your basic Computer Science knowledge is going to transform into proficient programming skills, by using Python as your programming language.
Since this course is ideally designed for beginners, it will feature the basics of programming by introducing students to the fundamentals of Python and the functions of algorithms, mathematical operations, linear algebras in the process of coding. Students and professionals who want to master the language of Python will get a no better option to learn than this course by GIT.
2. CS50’s Introduction to Artificial Intelligence with Python
Harvard University offers a plethora of online courses including Computer Science and Programming courses, and one such course that deserves a mention is the CS50’s Introduction to Artificial Intelligence with Python. While exploring the world of Artificial Intelligence, you will come across the foundation of Python, and how it is used in technologies such as Game Engines, Web Development, Machine Translation and much more. You will learn to create your own Python programs with the help of hands-on projects, along with master knowledge in machine learning and artificial intelligence. You must enroll for this exceptional course by Harvard University if you want to gain expertise in the domains of Computer Science, Python and Artificial Intelligence.
3. Computational Thinking Using Python
The Massachusetts Institute of Technology brings an essential course on Python that is going to develop your skills in the areas of Python programming, Data Science and Structures, Algorithms and Computational Thinking. Since this course is a part of the X-Series Program, you can proceed with its other part after completing this course to gain comprehensive knowledge.
This program will be covering two major areas Introduction to Computer Science and Programming Using Python and Introduction to Computational Thinking and Data Science, and it is suggested by the expert instructors of MIT to opt for both the course for in-depth insights. The program will not only focus on Python programming, but also some simple algorithms and data structures that are important for computational thinking. You will be exploring a variety of topics throughout this course, and on completion, you will be ready to use Python for your systems like a pro!
4. Python for Data Science
Students who are Data Science enthusiasts or want to learn Python to enhance their work experience, University of California San Diego has designed just the ideal course for them. This course will help find answers to all your compelling questions regarding Data Science, and introduce with Python tools that can be used in the process of data analyzing. You will be learning how to use Python, Jupyter notebooks, Numpy, Git and many other essential tools. These tools will help you analyze and visualize data, and solve problems that arise. Throughout the course you will be acquiring many skills however, you are required to have prior knowledge in any programming language, you should be comfortable with loops and have a high-school equivalent Computer Science background.
5. Programming for Everybody (Getting Started with Python)
One of the best introductory course you will find on edX is offered by University of Michigan, where students will be Introduced with using Python as their programming language. The best part about this course is it is a “no prerequisite” course meaning it requires no prior knowledge of programming or any other areas.
This self-paced course will teach students how to begin with Python, and how to construct a complete program that can be used in various purposes. With the simplest mathematical skills, you will be able to understand every detail of this course, and once you complete this, you are all set to proceed with more advanced level courses.
6. Python Basics for Data Science
Next on our list comes a course by IBM for students and professionals of Data Science. Students who will complete this course will earn a skill badge that will showcase the skills they have acquired during the course.
This beginner-friendly Python course by IBM is all you need to gain some skills quickly and begin with using Python in data analysis. With hands-on learning experience you will get familiar with Jupyter-based lab environment, and accelerate your learning skills. After completing this course you will be able to work on your own Data Science projects withPython. Online prerequisites of basic mathematics is required to take part in this course.
7. Data Science: Computational Thinking with Python
Another course on our list that will focus on Computation Thinking and introduce learners with Python, this introductory level course by University of California Berkeley can serve as a great beginning for your learning of Python.
Learning a programming language is absolutely necessary if you are studying or working in the field of Data Science, and this course will do the same by helping you develop skills in Python. This course will cover powerful examples,real-world data sets, and interactive assignments where you will try your skills. This course is a wonderful opportunity to begin with Python for it requires no prior knowledge be it in programming or Statistics.
8. Building Modern Python Applications on AWS
A course by Amazon Web Services which is different from any other courses on our list, the Building Modern Python Applications course is especially for Web Developers who want to learn Python to enhance their developing experience.
In this introductory-level course, you will learn to build API-driven applications using Amazon API Gateway for Serverless API hosting, AWS Lambda for Serverless computing, and Amazon Cognito for Serverless authentication. You will be using Python to build these applications and explore many features of AWS. However, if you want to get benefitted from this course, you need to have prior knowledge of AWS Global infrastructure and a basic understanding of how it works. You should also be familiar with Amazon EC2 instance, Amazon S3, and VPC, it is only then you can become an expert.
9. Introduction to Computer Science and Programming Using Python
Another course on our list by the Massachusetts Institute of Technology, the Introduction to Computer Science and Programming using Python is a free course that can be accessed by anyone who is interested in learning and using Python as their programming language. Students who have a prior understanding of programming and have a background in algebra and mathematics (high school level) will learn a lot from this course. However, if you are a complete beginner and do not meet the required prerequisites, you can attend this course to understand the domain of Computer Science and the functions of Programming.
This course will feature lecture video lessons, lecture exercises, and problem sets using Python 3.5, to make you completely familiar with using Python. Anyone who is hoping to gain skills in Python using computational tools, and wants to explore the dimensions of Computer Science is welcome to this course.
10. Introduction to Predictive Analytics Using Python
The last one on our list by the University of Edinburgh is an introductory Predictive Analytics course using Python as the programming language. This course will introduce you to the process of Predictive modeling using Python, and its lifecycle. From discovering the process to building the models, you will be acquiring all the required skills to take your work experience to the next level.
The expert instructor will focus on Python, and what role it plays in the process of data analysis and the field of Data Science as a whole. With the help of real-life examples, you will be able to produce predictive models, classify them and deal with regression problems with statistical and machine learning methods. This is a comprehensive course that will especially benefit business professionals and that aspirin or working in the field of Data Science.