Instructor Machine Learning
1 day ago
The Great Courses is on the hunt for an experienced Machine Learning instructor to join our teaching team for the launch of an exciting new online course This is a contract role that’s perfect for someone with a solid grasp of Machine Learning and plenty of online-classroom instructional experience.
Your primary role will be to provide real-time instruction and support to a cohort of students taking a noncredit certificate course on an introduction to the concepts of data science. The course is a hybrid synchronous/asynchronous approach and is entirely based on a prerecorded series of video lectures delivered by award-winning professor Tim Chartier of Davidson College in North Carolina.
In your role as an instructor you will:
- Assess student completion of assignments, providing individualized feedback on a per-student basis
- Interact live with students during a series of scheduled office hours and homework clinics
- Monitor and moderate a series of group discussions with students
- Manage the online classroom with the goal of successfully guiding students towards completion
- Award a certificate of completion to students who have successfully met the criteria
**Course topics you should be comfortable teaching at an introductory level**:
- Discovering and managing machine learning
- Using algorithms to manage complexity
- Communicating data using infographics
- Methods for preparing and training data
- Regression analysis
- Artificial Intelligence
- Anomaly detection
- Overfitting
- Sentiment and text analysis
- Decision trees
- Clustering
**Other Skills**
- Working with students in an online teaching capacity
- Working independently and collaborating successfully with others on projects
- Meeting firm, regular deadlines at a consistent pace
- Communicating clearly yet thoroughly, verbally and in writing
- Explaining complex technical topics in a beginner-friendly way
- Receiving and implementing feedback.
- **Subject Matter Expert in Machine Learning**
**Job Types**: Full-time, Contractual / Temporary
**Education**:
- Master's (preferred)
**Experience**:
- Relevant course teaching: 3 years (preferred)
- Instructor Machine Learning: 3 years (preferred)
- Online Teaching (Machine Learning): 3 years (preferred)
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