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 | Video and Text Based |
Courses and Certificate Fees
| Certificate Availability |
|---|
| no |
The Syllabus
- What is Machine Learning (ML) ?
- ML and Finance; not ML for Finance
- Classical Machine Learning: Introduction
- Supervised Learning
- Our first predictor
- Notational conventions
- Linear Regression
- The Recipe for Machine Learning
- The Regression Loss Function
- Bias and Variance
- Data Transformations: Introduction and mechanics
- Logistic Regression
- Non-numeric variables: text, images
- Multinomial Classification
- The Classification Loss Function
- Baseline model
- The Dummy Variable Trap
- Transformations
- Loss functions: mathematics
- Entropy, Cross Entropy, KL Divergence
- Decision Trees
- Naive Bayes
- Ensembles
- Feature Importance
- Support Vector Classifiers
- Gradient Descent
- Interpretation: Linear Models
- Unsupervised Learning
- Dimensionality Reduction
- Clustering
- Principal Components
- Pseudo Matrix Factorization: preview of Deep 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