Search Colleges, Exams, Schools & more
Interested in this College?
Get updates on Eligibility, Admission, Placements Fees Structure
CompareGet updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study, Virtual Classroom | Video and Text Based |
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 24805 | yes | MIT Cambridge |
The Syllabus
- Introduction
- Linear classifiers, separability, perceptron algorithm
- Maximum margin hyperplane, loss, regularization
- Stochastic gradient descent, over-fitting, generalization
- Linear regression
- Recommender problems, collaborative filtering
- Non-linear classification, kernels
- Learning features, Neural networks
- Deep learning, back propagation
- Recurrent neural networks
- Recurrent neural networks
- Generalization, complexity, VC-dimension
- Unsupervised learning: clustering
- Generative models, mixtures
- Mixtures and the EM algorithm
- Learning to control: Reinforcement learning
- Reinforcement learning continued
- Applications: Natural Language Processing
- Automatic Review Analyzer
- Digit Recognition with Neural Networks
- Reinforcement Learning
Instructors
Articles
31 Aug'23, 02:07 PM
31 Aug'23, 12:10 PM
31 Aug'23, 12:05 PM
31 Aug'23, 11:59 AM
31 Aug'23, 11:12 AM
31 Aug'23, 10:49 AM
31 Aug'23, 10:05 AM
31 Aug'23, 09:57 AM
30 Aug'23, 12:55 PM
30 Aug'23, 12:04 PM
26 Aug'23, 11:14 AM
21 Aug'23, 07:18 AM
18 Aug'23, 11:51 AM
6 Jul'23, 07:27 AM
21 Jun'23, 12:18 PM
13 Jun'23, 09:54 AM
4 Apr'23, 11:39 AM
27 Mar'23, 07:53 AM
22 Mar'23, 12:57 PM
22 Mar'23, 11:00 AM
31 Aug'23, 02:07 PM
31 Aug'23, 12:10 PM
31 Aug'23, 12:05 PM
31 Aug'23, 11:59 AM
31 Aug'23, 11:12 AM
31 Aug'23, 10:49 AM
31 Aug'23, 10:05 AM
31 Aug'23, 09:57 AM
30 Aug'23, 12:55 PM
30 Aug'23, 12:04 PM
Download Careers360 App's
Regular exam updates, QnA, Predictors, College Applications & E-books now on your Mobile
250M+
Students
30,000+
Colleges
500+
Exams
1500+
E-Books
12000+
Cetifications
We Appeared in
Back to top