Machine Learning for Intelligent Systems

Overview The field of machine learning is concerned with the question of how to construct computer programs that automatically improve with experience. Recently, many successful machine learning applications have been developed, ranging from data-mining programs that learn to detect fraudulent credit card transactions, to information-filtering systems that learn users' reading preferences, to autonomous vehicles that learn to drive. There have also been important advances in the theory and algorithms that form the foundation of this field. This course will provide a broad introduction to the field of machine learning.

Beginner 0(0 Ratings) 0 Students enrolled English
Created by Admin corner
Last updated Tue, 07-Jun-2022
+ View more
Course overview
Lecture Details

The Fall 2018 version of CS4780 featured an in-class Kaggle competition. The stuents had 3 weeks to beat my submission, for which I only had 5 minutes. Some students challenged me to show a screencast of me actually training and uploading the model in time, so here you go. Happy Xmas.

Curriculum for this course
37 Lessons 29:17:17 Hours
Machine Learning for Intelligent Systems
37 Lessons 29:17:17 Hours
  • Lecture 1
    Preview 00:47:49
  • Lecture 2
    00:48:45
  • Lecture 3
    00:49:42
  • Lecture 4
    00:47:43
  • Lecture 5
    00:49:57
  • Lecture 6
    00:49:25
  • Lecture 7
    00:48:50
  • Machine Learning Lecture 8
    00:44:27
  • Machine Learning Lecture 9
    00:38:51
  • Machine Learning Lecture 10
    00:48:33
  • Machine Learning Lecture 11
    00:47:38
  • Machine Learning Lecture 12
    00:49:18
  • Machine Learning Lecture 13
    00:39:50
  • Machine Learning Lecture 14
    00:49:58
  • Machine Learning Lecture 15
    00:50:03
  • Machine Learning Lecture 16
    00:46:32
  • Machine Learning Lecture 17
    00:52:30
  • Machine Learning Lecture 19
    00:51:13
  • Machine Learning Lecture 20
    00:47:01
  • Machine Learning Lecture 21
    00:47:35
  • Machine Learning Lecture 22
    00:51:53
  • Machine Learning Lecture 23
    00:43:42
  • Machine Learning Lecture 24
    00:50:06
  • Machine Learning Lecture 25
    00:49:27
  • Machine Learning Lecture 26
    00:52:41
  • Machine Learning Lecture 27
    00:50:52
  • Machine Learning Lecture 28
    00:48:58
  • Machine Learning Lecture 29
    00:50:22
  • Machine Learning Lecture 30
    00:49:43
  • Machine Learning Lecture 31
    00:47:24
  • Machine Learning Lecture 32
    00:48:26
  • Machine Learning Lecture 33
    00:47:53
  • Machine Learning Lecture 34
    00:48:40
  • Machine Learning Lecture 35
    00:49:39
  • Machine Learning Lecture 36
    00:51:57
  • Machine Learning Lecture 37
    00:50:59
  • In-class Kaggle Competition in less than 5 Minutes
    00:08:55
+ View more
Other related courses
12:40:21 Hours
0 1 Free
08:06:34 Hours
Updated Tue, 07-Jun-2022
0 0 Free
31:58:27 Hours
0 0 Free
18:45:19 Hours
0 0 Free
About instructor

Admin corner

0 Reviews | 5 Students | 47 Courses
Student feedback
0
0 Reviews
  • (0)
  • (0)
  • (0)
  • (0)
  • (0)

Reviews

Free
Includes: