Join Jungwoo Ryoo for an in-depth discussion in this video Machine learning, part of Developer Career Paths and Certifications.
- [Jungwoo] Machine learning scientist job…is a step up from a data analyst position.…This is further specialization…of an already highly technical position.…Because of this advanced nature of the position,…it requires decades of training to become…an experienced machine learning scientist.…Basic machine learning tasks such as regression…and clustering demand little manual intervention.…
There are already well-known algorithms to get the job done,…however not every problem can be solved…in an optimal way using the existing…consumer-grade machine learning solutions.…Here, the key word is optimization.…Take the problem of image recognition.…We're already pretty good at it,…but the solutions are not perfect…and there is still room for improvement.…This is why they still have competitions…for custom image recognition.…
In this example the challenge is to detect all ships…in satellite images as quickly as possible.…You cannot solve this type of machine learning problem…by simply reusing the existing code.…You must at least tweak it, or develop an entirely new model…
- Technical preparation for IT career paths
- Importance of soft skills
- Software engineering career options
- Careers in system administration
- Working in cybersecurity
- Careers in data science
- Working with machine learning
- Pursuing certifications
- Preparation tips
Skill Level Beginner
Nail Your C# Developer Interviewwith Reynald Adolphe1h 17m Beginner
1. An Overview of IT Developer Careers
2. Software Engineering
3. System Administration
5. Data Science
- Mark as unwatched
- Mark all as unwatched
Are you sure you want to mark all the videos in this course as unwatched?
This will not affect your course history, your reports, or your certificates of completion for this course.Cancel
Take notes with your new membership!
Type in the entry box, then click Enter to save your note.
1:30Press on any video thumbnail to jump immediately to the timecode shown.
Notes are saved with you account but can also be exported as plain text, MS Word, PDF, Google Doc, or Evernote.