The Ultimate Guide: The Best Free Machine Learning Courses in 2021

Machine learning is an essential skill in today’s job market. The demand for professionals with expertise in data science and machine learning is growing rapidly. Fortunately, you don’t have to go to a university or pay a high price to learn the basics of machine learning. Many courses offer high-quality material and excellent teaching for free, all from the comfort of your own home. In this article, we have compiled a list of the best free machine learning courses available in 2021.

1. Machine Learning by Andrew Ng

Andrew Ng is one of the most well-known experts in the field of machine learning. This course is an excellent introduction for beginners interested in learning machine learning concepts from scratch. The course includes videos, readings, and quizzes to help you understand machine learning. Through the course, you will learn about classifiers, linear regression, neural networks, and much more.

2. Introduction to Python for Data Science by Microsoft

If you want to learn machine learning, Python is a must-learn programming language. This is an excellent course for beginners interested in learning the basics of Python. The course includes videos and hands-on exercises that will help you learn how to use Python for data science.

3. Neural Networks and Deep Learning by Deeplearning.ai

This course is perfect for individuals interested in deep learning. The course covers the basics of neural networks, convolutional neural networks, recurrent neural networks, and long short-term memory. The course includes in-video questions and quizzes, and you will also have the opportunity to build your own neural network.

4. Machine Learning Crash Course by Google

If you’re short on time, but still want to learn the essentials of machine learning, this course is perfect for you. This course is designed as a quick introduction to machine learning in just a few hours. The course covers the basics, such as data analysis and machine learning concepts, and includes interactive visualizations and coding exercises.

5. Applied Data Science with Python by University of Michigan

This is a highly recommended course for Python beginners who want to learn about data manipulation and analysis in Python. This course will teach you how to use Python libraries, such as NumPy, Pandas, Matplotlib, and Scikit-learn, to work with real data. Through the course, you will also learn about the basics of machine learning and how to use Python for data science.

Conclusion

In conclusion, the above-listed courses are some of the best free machine learning courses available in 2021. These courses allow you to learn from top experts in the field of data science, for free, without having to leave your home. Once you finish these courses, you’ll have a solid foundation in machine learning concepts that can build upon with further study. Happy learning!

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