Stanford · CS229
CS229: Machine Learning
Companion notes following Stanford's public CS229 lecture series. Independent material — not affiliated with or endorsed by Stanford.
Materials
Complete Book
The whole syllabus, unit by unit, written for the exam.
Complete Book
171 pages
Premium Preview · 60 pages
Detailed Notes
Lecture-by-lecture notes with worked examples.
Detailed Notes
210 pages
Premium Preview · 72 pages
Problem Solver
Step-by-step solutions to typical problems.
Problem Solver
157 pages
Premium Preview · 7 pages
Slides
Lecture slides for revision.
Lecture 1 slides
26 pages
FreeReadLecture 2 slides
21 pages
Premium Preview · 3 pagesLecture 3 slides
29 pages
Premium Preview · 3 pagesLecture 4 slides
27 pages
Premium Preview · 3 pagesLecture 5 slides
24 pages
Premium Preview · 3 pagesLecture 6 slides
24 pages
Premium Preview · 3 pagesLecture 7 slides
20 pages
Premium Preview · 3 pagesLecture 8 slides
20 pages
Premium Preview · 3 pagesLecture 9 slides
20 pages
Premium Preview · 3 pagesLecture 10 slides
27 pages
Premium Preview · 3 pagesLecture 11 slides
22 pages
Premium Preview · 3 pagesLecture 12 slides
26 pages
Premium Preview · 3 pagesLecture 13 slides
25 pages
Premium Preview · 3 pagesLecture 14 slides
25 pages
Premium Preview · 3 pagesLecture 15 slides
25 pages
Premium Preview · 3 pagesLecture 16 slides
25 pages
Premium Preview · 3 pagesLecture 17 slides
26 pages
Premium Preview · 3 pagesLecture 18 slides
29 pages
Premium Preview · 3 pagesLecture 19 slides
29 pages
Premium Preview · 3 pagesLecture 20 slides
29 pages
Premium Preview · 3 pagesLecture 21 slides
29 pages
Premium Preview · 3 pages
About this course
Companion notes, lecture slides and solved problems following Stanford's public lecture series. Independent material — not affiliated with or endorsed by Stanford.