Machine learning is a rapidly growing field in computer science that has applications in a variety of areas such as healthcare, finance, and even self-driving cars. If you’re interested in learning more about machine learning, there are plenty of resources available online that can help you get started.
In this article, we will highlight some of the best free resources to learn machine learning.
- Leetcode
- Hackerrank
- FreeCodeCamp
- Kaggle
- Geeksforgeeks
- Create ML Models
- Machine Learning Test Cheat Sheet
1. Google
Google’s machine learning crash course is a great resource for beginners to learn the basics of machine learning. It covers everything from supervised and unsupervised learning to neural networks and deep learning. The course also includes interactive coding exercises that allow you to apply what you’ve learned in real-time.
2. Leetcode
Leetcode is a popular platform for practicing coding interviews, but they also offer a machine learning 101 course. It covers the fundamentals of machine learning, including regression, classification, and clustering. The course also includes code examples in Python, so it’s a great way to get started with machine learning in Python.
3. Hackerrank
Hackerrank offers a machine learning course that covers both the basics and more advanced topics in machine learning. It includes topics such as decision trees, random forests, and neural networks. The course also includes coding challenges and quizzes to test your understanding of the material.
4. FreeCodeCamp
FreeCodeCamp offers a machine learning with Python course that covers the basics of machine learning and how to use Python libraries such as scikit-learn and TensorFlow. The course includes video tutorials and coding challenges to help you practice what you’ve learned.
5. Kaggle
Kaggle is a platform for data scientists to compete in machine learning competitions, but they also offer a variety of courses to help beginners get started with machine learning. They offer an introductory course that covers the basics of machine learning, as well as an intermediate course that covers more advanced topics such as feature engineering and model selection.
6. Geeksforgeeks
Geeksforgeeks is a website that provides programming tutorials and coding examples for a variety of topics, including machine learning. Their machine learning tutorial covers the basics of machine learning and includes code examples in Python.
7. Microsoft Learn
Microsoft Learn offers a variety of courses on machine learning, including a course on how to create machine learning models. The course covers topics such as data preparation, model training, and model evaluation.
8. Machine Learning Test Cheat Sheet
Finally, the machine learning test cheat sheet is a great resource for anyone looking to prepare for a machine learning interview. It includes a list of common machine learning algorithms and their use cases, as well as tips for how to approach machine learning problems.
In conclusion, these are just some of the many free resources available online to help you learn machine learning. Whether you’re a beginner or an experienced programmer, these resources can help you improve your skills and stay up-to-date with the latest trends in machine learning. \
Happy learning!
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