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2. CS50’s Introduction to Artificial Intelligence with Python [Free]
This is another awesome free course offered by the Harvard University and the best one for learning how to use machine learning and computer vision to solve real-world problems
This course explores the concepts and algorithms which are the foundation of modern artificial intelligence using Python programming language and its various libraries, and its usage on technologies like game-playing engines, handwriting recognition, and machine translation.
You will not only learn how to use them but also about designing and creating neural networks and leverage its power of learning complex problems and many more concepts that are related to artificial intelligence.
Talking about social proof, more than 366,805 students have already joined this popular edX free Artificial Intelligence course. It’s self-paced, online, and completely free. It will take approximately 7 weeks to complete this course at the rate of 7 to 10 hours per week.
Here is the link to join this course — Introduction to Artificial Intelligence with Python
3. Harvard’s Data Science Certification
This is one of the most popular Data Science Professional Certificate from edX. This comprehensive program is created by Harvard University to guide you from the beginning on how to become a data scientist.
Starting with the basics of the R programming language that is popular among data scientists like Python then moving to some statistical concepts and how to make data visualization using the ggplot2 library inside R language as well as machine learning and how to apply some concepts such as Linear regression.
Along the way, you will also get familiar with essential tools for practicing data scientists such as Unix/Linux, git and GitHub, and RStudio.
By the way, this Professional certificate is not free as it’s a combination of courses. It’s a self-paced course and approximately takes around 1.5 years to complete with the rate of 2–3 hours per week.
Here is the link to learn more — Harvard’s Data Science Certification
4. Front-End Web Developer Professional Certificate
This is another best and the massive professional certificate is offered by the W3C institution to teach students the programming language needed to start a career as a Front-end web developer.
This is also a self-paced course and takes around 7 months to complete given you work for 5 to 7 hours per week, which is achievable. Again this is not free because it’s a professional certificate and contains multiple courses.
Here is the link to join this program — Front-End Web Developer Professional Certificate
5. Introduction to Python Programming [Professional Certificate]
This is another popular edX professional certificate offered by Georgia Tech for people who want to learn the fundamentals of computer science using Python Programming language, one of the most popular programming languages in the world.
This professional certification course is intended to be for beginners who are willing to start a career as a python developer starting from the fundamentals of python programming such as variables, loops, operators, debugging then moving to some advanced topics such as functions and handling files and data and object-oriented programming.
You will also learn about the core data structures for creating useful programs: strings, lists, dictionaries, and file manipulation. This is also a paid and self-paced course and takes around 5 months to compete with 9 to 10 hours of daily work. Though, you will receive a certificate to showcase in your Resume.
Here is the link to join this certification — Introduction to Python Programming
6. Visualizing Data with Python [Free]
The best course designed by the giant company called IBM targeting python developers and teaching them how to use this beautiful programming language Python to visualize their data using some libraries such as matplotlib seaborn and Folium for making interactive maps.
This cours is also completely free and more than 50,562 students have already enrolled. It’s also self-paced and takes around 5 weeks to complete with 2 to 4 hours of daily commitment.
7. Analytics: Essential Tools and Methods [MicroMaster Program]
This analytic course is the Georgia Institute of technology is one of the best courses to teach students how to use many programming languages such as python and R.
As part of this course, you will learn how to create some data visualization and understanding the models and methods of analytics and how efficiently to apply them to solve your problems as well as learning statistics and machine learning, and more.
This is a MicroMaster program, hence it’s not free, and it’s also a bit expensive with $2475 USD for the whole program. But, this is an instructor-led program with assignments and exams that have specific due dates, which means you will have a real class-like learning experience.
Here is the link to learn more — Analytics: Essential Tools and Methods
8. Applied AI Professional Certification by IBM
This comprehensive edX professional certificate course is designed for students who are willing to deep dive into artificial intelligence and neural network with no prior knowledge required.
You will start from scratch and learn the fundamentals of python the create an image classifier using this programming language and OpenCV library for computer vision as well as some concepts in data science.
This is also a self-paced program and takes around 6 months to complete with 3 to 5 hours per week. You can complete early if you can spend more time daily.
Here is the link to join this certification — Applied AI Professional Certification
9. Programming for Everybody (Getting Started with Python) [FREE]
Another great free edX course to learn the python programming language is programming for everybody offered by the Michigan university taking you from the simple concepts of computer programming then moving to practical lessons on how to use variables conditional execution such as the loops as well as function to create some simple programs and much more.