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Every industry needs A.I. This makes machine learning courses one of the most in-demand certification courses. A machine learning online certification is useful for you if you want to take up a career as a computational linguist, data scientist, human-centred machine learning expert, machine learning engineer, business intelligence developer, etc. Therefore, in this blog, we have compiled some of the free machine learning courses with certificates. Taking up any of the courses would mean upskilling. Most of these courses are available for beginners. Keep reading to learn more about the free machine learning course with certificate.
| Course | Value |
| Machine Learning and Artificial Intelligence | Learn machine learning from Google instructors |
| Machine Learning with Python | Easy access of course content |
| Great Learning Machine Learning Courses | Short free machine learning courses with certification |
| Alison Machine Learning Courses | Free diploma and certification machine learning courses |
| Udemy Free Machine Learning Courses and Tutorials | Several free short courses on machine learning basics |
| Machine Learning for All | Learn from the University of London instructors |
| Deep Learning Course: Deep Dive into Deep Learning | Excellent free machine learning course for advanced learners |
| Machine Learning Certification Course for Beginners | No prior knowledge is required to take this course |
| Machine Learning with Python: A Practical Introduction | Learn about machine learning from IBM instructors |
| Mathematics for Machine Learning Specialization | Learn from Imperial College London instructors |
This Blog Includes:
- 10 Free Machine Learning Course with Certificate
- Machine Learning and Artificial Intelligence
- Machine Learning with Python
- Great Learning Machine Learning Courses
- Alison Machine Learning Courses
- Udemy Free Machine Learning Courses and Tutorials
- Machine Learning for All
- Deep Learning Course: Deep Dive into Deep Learning
- Machine Learning Certification Course for Beginners
- Machine Learning with Python: A Practical Introduction
- Mathematics for Machine Learning Specialization
- FAQs
10 Free Machine Learning Course with Certificate
Here is a list of the top 10 free machine learning courses with certificates. We have included the course fees, duration, and other information. Note: There are only a few completely free courses that offer certification. The free courses are mainly for those who simply want to learn machine learning.
Machine Learning and Artificial Intelligence
Google Cloud offers an excellent free machine learning course with certificate. You can start the course as a beginner and progress to an advanced level. The curriculum would cover topics like Big Data & Machine Learning Fundamentals, Machine Learning on Google Cloud, MLOps (Machine Learning Operations) Fundamentals, Advanced Machine Learning with TensorFlow on the Google Cloud Platform, ML Pipelines on Google Cloud, etc. The course consists of mainly video-based content. You will receive a skill badge after completing this course.
| Level | Beginner |
| Duration | Self-paced |
| Fee | Free |
| Certification | No |
Website: https://cloud.google.com/learn/training/machinelearning-ai
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Machine Learning with Python
Free Code Camp offers a free machine learning course with certificate.In this course, you can use the Tensor Flow framework (an open-source framework) to develop neural networks and develop advanced techniques such as reinforcement learning, and natural language processing. The course includes video-based content for learning. You can sign in and even save your progress. After completing the course, you can finish free and challenging projects.
| Level | Beginner |
| Duration | Self-paced |
| Fee | Free |
| Certification | No |
Website:https://www.freecodecamp.org/learn/machine-learning-with-python/
Great Learning Machine Learning Courses
Great Learning is one of the great platforms to check out free machine learning course with certificates. The website offers a total of 64 courses in machine learning. For example, Introduction to Machine Learning, Python for Machine Learning, Python Pandas, Uses of Pandas, etc. Each of these courses consists of pre-recorded videos and can be completed in a short duration of time. As stated before, you will receive a free certificate as well.
| Level | Beginner |
| Duration | Self-paced |
| Fee | Free |
| Certification | Yes |
Website:https://www.mygreatlearning.com/machine-learning/free-courses
Alison Machine Learning Courses
Alison offers a few free machine learning course with certificate. All of these courses are CPD accredited. Moreover, the courses are meant for beginners and there is no prerequisite for completing the course. Popular courses on this website are Diploma in the Foundations of Cognitive Robotics, Machine Learning for absolute beginners, Diploma in using Python for data science, etc. These courses can be completed in a short period. Each course comprises of video-based content and reading. You will receive a certificate after completion of the course.
| Level | Beginner |
| Duration | 10-15 hours for diploma, and 2-4 hours for a certification course |
| Fee | Free |
| Certification | Yes |
Website:https://alison.com/tag/machine-learning#google_vignette
Udemy Free Machine Learning Courses and Tutorials
Udemy is another excellent platform to check out a short free machine learning course with certificate. Popular free courses include – The Top 5 Machine Learning Libraries in Python, Welcome to Artificial Intelligence, Introduction to AI in Software Testing, etc. Each of these courses comprises video-based content. The drawback? Certification is only available for paid courses.
| Level | Beginner |
| Duration | Self-paced (1-2 hours per course) |
| Fee | Free |
| Certification | No |
Website:https://www.udemy.com/topic/machine-learning/free/
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Machine Learning for All
The University of London offers this excellent free machine learning course with certificate. This course is rated 4.7 and is available for beginners on Coursera. The course offers a flexible schedule and comprises 4 modules. The 4 modules are- Machine learning, data features, machine learning in practice, and your machine learning project. However, certification is paid, and not available free of cost.
| Level | Beginner |
| Duration | 21 hours to complete |
| Fee | Free |
| Certification | No |
Website:https://www.coursera.org/learn/uol-machine-learning-for-all
Deep Learning Course: Deep Dive into Deep Learning
Sclar offers a deep learning course for free. The course is meant for advanced learners and come with a free certificate. In this course, you will learn about deep learning concepts, and develop proficiency in deep learning frameworks. Moreover, you will gain problem-solving skills, and learn how to interpret the outputs of deep learning models. This free machine learning course with certificate comes with unlimited access. You can learn at your own pace from industry experts.
| Level | Advanced |
| Duration | 13h 6m (3 Modules) |
| Fee | Free |
| Certification | No |
Website:https://www.scaler.com/topics/course/deep-learning-free-course/
Machine Learning Certification Course for Beginners
Analytics Vidhya offers one of the finest free machine learning course with certificate. In this course, you will learn about machine learning, building machine learning models, and learn essential techniques to improve the performance of machine learning. You do not need any prior knowledge about data science or any tool to enroll. The syllabus covers includes topics such as Importance of Statistics and EDA, Python for Data Science, Evaluation Metrics for Machine Learning models, and Feature Engineering techniques. The course includes video content and comes with a free certificate.
| Level | Beginner |
| Duration | Self-paced |
| Fee | Free |
| Certification | Yes |
Website:https://courses.analyticsvidhya.com/courses/Machine-Learning-Certification-Course-for-Beginners
Machine Learning with Python: A Practical Introduction
IBM Machine Learning with Python is an excellent course. The course is provide you with necessary tools required to learn about supervised learning, and unsupervised learning. The curriculum covers topics such as Introduction to Machine Learning, Classification, Regression, Unsupervised Learning, and Recommender Systems. These 5 mdouels are taught by expert instructors in a video content. The course is free for audit. However, you will have to pay for the certification.
| Level | Beginner |
| Duration | 5 weeks |
| Fee | Free |
| Certification | No (it is paid) |
Website:https://www.edx.org/learn/machine-learning/
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Mathematics for Machine Learning Specialization
The Imperial College London provides a Mathematics for Machine Learning Specialization course. This specialization series consists of 3 courses and are meant for beginners only. The 3 courses included are-Mathematics for Machine Learning: Linear Algebra, Mathematics for Machine Learning: PCA, and Mathematics for Machine Learning: Multivariate Calculus. The course is rated 4.6 on Coursera. The drawback is that you will have to pay for the certification. However, course audit s free of charge.
| Level | Beginner |
| Duration | 1 month at 10 hours a week |
| Fee | Free |
| Certification | No (it is paid) |
Website: https://www.coursera.org/specializations/mathematics-machine-learning
FAQs
Some of the best machine learning courses free of cost are Machine Learning and Artificial Intelligence by Google Cloud, Great Learning Machine Learning Courses, and Machine Learning for All by the University of London.
The best free machine learning courses for beginners are Machine Learning for All by the University of London, Machine Learning Certification Course for Beginners by Analytics Vidhya, and Alison Machine Learning Courses .
Yes. Google Cloud offers an excellent machine learning course. The course is available free of cost for beginners. In this course, you will learn about TensorFlow, Cloud Dataflow, AI Platform Notebooks, Cloud DataFusion,, BigQuery, Vertex AI,BigQuery ML, etc.
Hope this blog provides you with all the important details. For more information about such courses, visit our online courses page.
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