Curriculum for this course
0 Lessons
00:00:00 Hours
Topics covered
- 1) Basics Of Machine Learning 2) Linear Regression 3) Logistic Regression 4) Decision Trees 5) Statistics & Distribution
- 6) Hypothesis testing 7) Supervised Learning 8) Unsupervised Learning 9) Reinforcement Learning 10) Probability and classification, Bayes optimal decisions
- 11) Naive Bayes and Gaussian class-conditional distribution . 11) Linear discriminant analysis 12) Principal Component Analysis 13) Learning Vector Quantization 14) Regularization methods:- Ridge,15) LASSO
- 16) K-Nearest Neighbors (KNN) 17) K means clustering 18) Dimensionality Reduction 19) Neural Networks
- 20) Concept of Agent in AI 21) Predicate Logic 22) Heuristic Search using Simple and Steepest hill climbing 23) Best First Search Algorithm 24) A* Algorithm
+ View more
Description
Lecture Schedule:
Every Wednesday Evening : 7 pm to 9:30 Pm IST
(followed by a 35 day Internship)
Note: The Total Course Fees is 9500/- INR. Currently you are being charged the first installment of 5000 Only.
Introduction video
No videos available
+ View more
Other related courses
12:31:50 Hours
Updated Mon, 27-Sep-2021
48
₹7000
₹499
00:00:00 Hours
Updated Mon, 01-Apr-2024
33
₹11800
₹4800
00:00:00 Hours
Updated Sun, 07-Jul-2024
40
₹13000
₹11000
30:51:59 Hours
Updated Tue, 27-Oct-2020
12
₹3000
00:00:00 Hours
Updated Sat, 17-Oct-2020
6
₹13000
₹9000
00:00:00 Hours
Updated Mon, 02-Aug-2021
8
₹2500
About the instructor
- 10 Reviews
- 390 Students
- 166 Courses
+ View more
Lead Instructor
Junkminds Team Comprises of highly qualified and skilled instructructors. Each topic is carefullychosen,analyzed and recorded for the maximum benefit of students.
Student feedback
Reviews
Write a public review