Classical Machine Learning for Financial Engineering
Classical Machine Learning refers to well established techniques by which one makes inferences from data. This course will introduce a systematic approach (the “Recipe for Machine Learning”) and tools with which to accomplish this task. In addition to the typical models and algorithms taught (e.g., Linear and Logistic Regression) this course emphasizes the whole life cycle of the process, from data set acquisition and cleaning to analysis of errors, all in the service of an iterative process for improving inference.
Our belief is that Machine Learning is an experimental process and thus, most learning will be achieved by “doing”. We will jump-start your experimentation: Engineering first, then math. Early lectures will be a "sprint" to get you programming and experimenting. We will subsequently revisit topics on a greater mathematical basis.
What you'll learn
Get a Reminder
Rating | Not enough ratings |
---|---|
Length | 7 weeks |
Effort | 4 - 6 hours per week |
Starts | On Demand (Start anytime) |
Cost | $799 |
From | NYUx, New York University via edX |
Instructor | Ken Perry |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Programming Data Science Business |
Tags | Computer Science Data Analysis & Statistics Economics & Finance |
Get a Reminder
Similar Courses
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile.
Research Scientist-Machine Learning $55k
Cloud Architect - Azure / Machine Learning $75k
Watson Machine Learning Engineer $81k
Machine Learning Software Developer $103k
Software Engineer (Machine Learning) $116k
Applied Scientist, Machine Learning $130k
Autonomy and Machine Learning Solutions Architect $131k
Applied Scientist - Machine Learning -... $136k
RESEARCH SCIENTIST (MACHINE LEARNING) $147k
Machine Learning Engineer 2 $161k
Machine Learning Scientist Manager $170k
Machine Learning Scientist, Personalization $213k
Write a review
Your opinion matters. Tell us what you think.
Please login to leave a review
Rating | Not enough ratings |
---|---|
Length | 7 weeks |
Effort | 4 - 6 hours per week |
Starts | On Demand (Start anytime) |
Cost | $799 |
From | NYUx, New York University via edX |
Instructor | Ken Perry |
Download Videos | On all desktop and mobile devices |
Language | English |
Subjects | Programming Data Science Business |
Tags | Computer Science Data Analysis & Statistics Economics & Finance |
Similar Courses
Sorted by relevance
Like this course?
Here's what to do next:
- Save this course for later
- Get more details from the course provider
- Enroll in this course