Managing Machine Learning Projects
This course is part of AI Product Management.
Course Cost
Free course
Beginner
Skill Level
15 Hours
Self-paced Video lessons
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full AI Product Management Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.

4.8
15,196 Enrolled

English
What you'll learn
Identify valuable ML project opportunities
Apply data science process to organize projects
Make key ML system design decisions
Lead projects from concept to production
Manage model lifecycle and maintenance
Skills you'll gain
This course includes:
4.2 Hours PreRecorded video
5 quizzes
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate
Closed caption

Top companies offer this course to their employees
Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.





There are 5 modules in this course
This comprehensive course teaches the practical aspects of managing machine learning projects from inception to deployment. Students learn to identify ML opportunities, apply the CRISP-DM data science process, make key technology decisions, and manage production systems. The curriculum covers data collection, model building, deployment strategies, and system monitoring, preparing participants to lead ML initiatives in real-world settings.
Identifying Opportunities for Machine Learning
Module 1 · 2 Hours to complete
Organizing ML Projects
Module 2 · 2 Hours to complete
Data Considerations
Module 3 · 2 Hours to complete
ML System Design & Technology Selection
Module 4 · 2 Hours to complete
Model Lifecycle Management
Module 5 · 6 Hours to complete
Fee Structure
Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: AI Product Management
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Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
Frequently asked Questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.

