Jo-L Collins
Senior Lead Data Scientist
Software Engineering for Data Scientists
Prepare for advanced data science work with software engineering best practices. Explore OOP, testing, areproducibility, and build a FastHTML dashboard that makes machine learning insights interactive and actionable.
- Course
- Advanced
- 13 hours
- Updated: Jan 8, 2026
Subscription · Monthly
- Cancel Anytime
- Unlimited access to hundreds of top-rated courses
- Hands-on projects with expert feedback
- Personalized career coaching and interview prep
- Program Certificates
Skills you'll learn
14 skills
- Magic methods
- Unit testing
- Python virtual environments
- Model deployment
- Inheritance
Prerequisites
5 prerequisites
Prior to enrolling, you should have the following knowledge:
You will also need to be able to communicate fluently and professionally in written and spoken English.
Course Outline
- 4 lessons
- 1 project
Program Instructors
1 instructor
Unlike typical professors, our instructors come from Fortune 500 and Global 2000 companies and have demonstrated leadership and expertise in their professions:
Jo-L Collins
Senior Lead Data Scientist
About this program
Take this Udacity course and learn best practices for writing software, working with Python packages, and building web data dashboards.
Subscription · Monthly
- Cancel Anytime
- Unlimited access to hundreds of top-rated courses
- Hands-on projects with expert feedback
- Personalized career coaching and interview prep
- Program Certificates