To explain Python and to know why the online courses for Python are offered, we first have to creatively think about the usage of Python in the programming environment. Python gets preference for its Rapid Application Development and scripting. It is also famous for its sophisticatedly built data structure intermixed with dynamic typing and binding.
The cost of maintenance for Python is noticeably low because of its less complex and easy to learn syntax that stresses on readability. Today we will discuss some of the online courses for Python that will help students for learning.
Also Read: How to Become a Certified Python Programmer
Top 5 Online Courses for Python
Python is an open source programming language. So, everyone must be well acquainted with it. Hence, we will discuss the top 5 online courses for Python which you can easily avail.
1. Python for Everybody Specialization by Coursera
Coursera offers this particular Python certification course which is in partnership with the University of Michigan. The Python for Everybody Specialization course will bring the best teachers from the University of Michigan from the data science department to provide online lectures and take classes.
This course will introduce to its students every basic programming concept tied to data structures; a networked application program interfaces all using Python. The students can work on the final Capstone project to bring out every skill and knowledge they have acquired throughout the course.
This is a beginner level course, so it doesn’t require any previous knowledge or experience in programming or Python. Whilst learning and taking lessons during the course, you can earn a high amount of knowledge. And you can bring those concepts into practicality by writing them in the Python programs and experimenting with other programs also.
The duration of this course is three months and its design is extremely engaging. They provide lessons in the order of increasing difficulty. For example, from Getting Started to using Database with Python.
2. Python for Managers by Columbia Business School
Columbia Business School offers Python for Managers online course for leaders and managers. By studying in this course, they will come to know how to apply the technical ideas into business practices.
Throughout the eight-week programs, these managers and leaders will learn how to interconnect with the technical team of their business. This course will teach them how to establish data from different sources and then unify and coagulate those data to make healthier business choices.
They teach the fundamental concepts of Python along with APIs, and Web Scraping in Python, analyzing data and utilization of business modules with the implementation of Python programming. Get access to tutorials which will help you in interpreting data. You will also get a dedicated team that will help in resolving your problems.
3. Python for Data Science and Machine Learning Bootcamp by Udemy
This Python for Data Science and Machine Learning Bootcamp course from Udemy will help you to use Python to evaluate data, generate attractive visualizations and others. The creator of this program is a BS and MS in Engineering from Santa Clara University who will deliver the lessons.
They will also help you to understand how to use Python and how to operate powerful machine learning algorithms. This 21.5-hour course comprises of comprehensive with 100 video lectures. They also provide detailed code notebooks for every lecture given during the course.
All of these features are amalgamated to call it as one of the top online courses for Python. The course will teach you how to use NumPy for Numerical Data, SciKit-Learn for Machine Learning Tasks, Plotly for interactive dynamic visualizations, Matplotlib for Python Plotting and other.
You can also get knowledge about Decision trees and Logistic Regression from this course. The course has ten articles with four supplemental resources, also with the regularly updated course syllabus and subtitles supporting multiple languages.
Also Read: Top 5 Python Libraries for Machine Learning
4. Introduction to Python: Absolute Beginner by edX
This Introduction to Python: Absolute Beginner course is for beginners. Microsoft presents this course through edX, as it promotes coding and gives an overview of coding. They teach the basics of Python through Jupyter Notebooks, which is a coding environment in a web browser.
After taking the necessary lessons about data types and variables, you can try out things like strings, input, and formatting. And by executing such operations, you can acquire knowledge about arguments and parameters, conditionals and nested conditionals.
And by the end of the classes, students can create programs that use Python methods and conditional logic and will let the user input data, and in response, the program can be used to send numbers and text to communicate. Other than these, you can build reusable functions with parameters and return values that can help in input/ output manipulation.
The total length of the course is of 5 weeks, with about 4 hours dedicated to the classes every week. With the help of conditional statements and loops, you can also learn about decisions and repetitions.
Also Read: 8 Best Online Courses for Data Science
5. Applied Data Science with Python Specialization by Coursera
Coursera in amalgamation with the University of Michigan offers this Applied Data Science with Python Specialization course for intermediate level learners of Python. This program requires basic programming knowledge with previously learned concepts of text analysis, machine learning, etc.
With all its special features such as various assignments, calculations, and projects given to the students during the period of the course, the students get inches closer to becoming a data scientist. But the course has a particular sequential order, and one must follow it to derive the best out of this course.
The basics of the Python programming environment will be again taught, which is from the programming techniques like lambda to analysis and manipulating the CSV file and NumPy library. The program will also introduce you to the visualization basics such as reporting and charting implementing the use of the matplotlib library.
This 5-month course will also enlighten the students by making them learn about the basics of text mining and manipulations. The program also allows the students to handle real-life problems by performing social media analysis at the end of the course.
Python can also be manipulated for developing GUI applications and websites. This high-level programming takes care of common programming related tasks so that you can concentrate on the central functionality of the application. I hope through this article; I am successful in enlisting the top online courses for Python.