Machine Learning Algorithms: Supervised Learning Tip to Tail
$99
ENROLL NOWCourse Overview
What You'll Learn
- This course takes you from understanding the fundamentals of a machine learning project.
- Learners will understand and implement supervised learning techniques on real case studies to analyze business case scenarios where decision trees, k-nearest neighbours and support vector machines are optimally used.
- Learners will also gain skills to contrast the practical consequences of different data preparation steps and describe common production issues in applied ML.
This course takes you from understanding the fundamentals of a machine learning project. Learners will understand and implement supervised learning techniques on real case studies to analyze business case scenarios where decision trees, k-nearest neighbours and support vector machines are optimally used. Learners will also gain skills to contrast the practical consequences of different data preparation steps and describe common production issues in applied ML. To be successful, you should have at least beginner-level background in Python programming (e.g., be able to read and code trace existing code, be comfortable with conditionals, loops, variables, lists, dictionaries and arrays). You should have a basic understanding of linear algebra (vector notation) and statistics (probability distributions and mean/median/mode). This is the second course of the Applied Machine Learning Specialization brought to you by Coursera and the Alberta Machine Intelligence Institute.
Course FAQs
Is this an accredited online course?
Accreditation for 'Machine Learning Algorithms: Supervised Learning Tip to Tail' is determined by the provider, Alberta Machine Intelligence Institute. For online college courses or degree programs, we strongly recommend you verify the accreditation status directly on the provider's website to ensure it meets your requirements.
Can this course be used for continuing education credits?
Many of the courses listed on our platform are suitable for professional continuing education. However, acceptance for credit varies by state and licensing board. Please confirm with your board and {course.provider} that this specific course qualifies.
How do I enroll in this online school program?
To enroll, click the 'ENROLL NOW' button on this page. You will be taken to the official page for 'Machine Learning Algorithms: Supervised Learning Tip to Tail' on the Alberta Machine Intelligence Institute online class platform, where you can complete your registration.
