Free Online Machine Learning Courses and
Certifications 2025
Machine Learning is a branch of Artificial Intelligence that enables computers to learn from data and make decisions without explicit programming. It is used in various fields such as healthcare, finance, and robotics. People with knowledge in mathematics, statistics, and programming can benefit from taking courses in Machine Learning.
Popular Courses
Learn the basics of RapidMiner: Getting Started
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This course provides an introduction to building recommender systems using machine learning and AI. Students will gain an understanding of how to use deep learning, neural networks, and machine learning to create personalized recommendations for users.
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Discover the power of SQL with "Machine Learning for Everyone." Dive into a captivating case study of an online movie rental company, exploring a database filled with customer information, movie ratings, actor backgrounds, and more. Unlock the ability to make data-driven decisions as you learn to harness the potential of SQL queries. Investigate customer preferences, analyze customer engagement, and uncover sales development opportunities. Gain an edge with SQL extensions for online analytical processing (OLAP), simplifying the extraction of crucial insights from multidimensional aggregated data. Take your data analysis skills to new heights and equip yourself with the tools to thrive in the world of machine learning.
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This course provides an introduction to the fundamentals of machine learning and how to create a machine learning model using Python. Gain the skills to apply machine learning algorithms to real-world problems.
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This course provides an introduction to reproducible research with Rafal Lukawiecki. It covers the differences between modelling and exploration versus software development, and outlines the steps to a reproducible workflow. Demonstrations include using RStudio and RMarkdown running locally, as well as RMarkdown notebooks in the cloud. Participants will gain an understanding of how to create a reproducible workflow for data science and machine learning.
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This Machine Learning Book Classification course teaches you how to use Python Pandas to load a dataset, build a supervised machine learning model, save the model and vectorizer to disc using Pickle, and deploy the model using Django. Learn the skills you need to create powerful machine learning models and applications.
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CatBoost is a powerful machine learning algorithm for classification and regression tasks. This online course provides a quick introduction to CatBoost and a comparison to XGBoost, allowing readers to gain an understanding of the basics of modeling with CatBoost in Python.
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In 2022, machine learning beginners can learn the fundamentals of model building and deployment with a practical approach.
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This course provides an introduction to Data Science and Machine Learning with Python. It is designed to help participants gain the skills and knowledge necessary to become successful Data Scientists. With an average salary of $120,000, this course is an excellent opportunity to learn the fundamentals of this lucrative field. Participants will gain hands-on experience with Python and learn how to apply it to real-world problems.
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This course provides an introduction to Data Science and Machine Learning using Python and R. It covers topics such as supervised and unsupervised Machine Learning, Anaconda installation with packages, and the basics of Python and R. Participants will gain an understanding of the fundamentals of Machine Learning and how to apply them to real-world problems.
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This course provides an introduction to Machine Learning and Artificial Intelligence using Python, covering topics such as Data Science, Data Analysis, and Deep Learning. Gain the skills to apply these concepts to real-world problems.
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Machine Learning is a powerful tool for data analysis and prediction. It can be used to identify patterns in data, make predictions, and automate decisions. This course provides an overview of the three main types of Machine Learning: Supervised, Unsupervised, and Reinforcement Learning. Learn how to apply these techniques to real-world problems and gain valuable insights.
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This online class provides the foundational skills needed to apply machine learning to solve real-world problems. Students will gain the knowledge and tools to generate impactful insights with the power of machine learning.
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Learn how to solve real-world problems using the Linear Regression technique. Get an in-depth understanding of data collection and preprocessing for Machine Learning Linear Regression problems. Discover advanced variations of the OLS method of Linear Regression. This course contains an end-to-end DIY project to implement your learnings from the lectures. Start your Machine Learning journey here!
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Using Meeshkan and AWS, this tutorial will guide you through the process of setting up and running a Machine Learning problem. Gain the skills to plan, deploy and run your own ML project.
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This course provides an introduction to the fundamentals of machine learning and AI, focusing on unsupervised learning techniques such as clustering, association rules, and anomaly detection. Gain the skills to apply these algorithms to real-world problems.
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Frequently Asked Questions and Answers
Q1: What exactly machine learning?
Machine learning is a subfield of artificial intelligence (AI) that gives computers the ability to learn without being explicitly programmed. It does this by analyzing data and identifying patterns that can be used to make predictions or decisions.
Q2: What is a machine learning example?
Facial recognition is a machine learning application that identifies people by their faces. It is used in a variety of applications, such as: Tagging photos on social media, Verifying identities at airports and other security checkpoints, Tracking criminals, Unlocking phones, Accessing buildings.
Q3: What Machine Learning courses can I find on OeClass?
On this page, we have collected free or certified 672 Machine Learning online courses from various platforms. The list currently only displays up to 50 items. If you have other needs, please contact us.
Q4: Can I learn Machine Learning for free?
Yes, If you don’t know Machine Learning, we recommend that you try free online courses, some of which offer certification (please refer to the latest list on the webpage as the standard). Wish you a good online learning experience!
