ML Classes for Managers and Engineers
Welcome again to the second lesson in my collection, ML Classes for Managers and Engineers. In the present day, by well-liked demand, I’ll stroll you thru implementing the answer I wrote about in lesson one.
It is a extra technical lesson than I initially supposed for this collection, however I consider that almost all professionals profit from a greater understanding of machine studying expertise.
To maintain it as related as attainable, I’ll focus primarily on the underlying reasoning as a result of that’s the place the precious classes exist. If you wish to examine the code intimately, there’s a GitHub hyperlink on the backside of the web page.
In lesson one, I defined that machine studying is a legitimate resolution to easy issues, even when standard strategies can clear up them. My level was that machine studying usually offers probably the most simple, easy-to-maintain, and sturdy different, contradicting well-liked beliefs that it’s a expertise reserved for conditions the place every part else fails.
To show my level, I offered a use case the place I wished to detect rail heads in observe imagery. Most engineers…
