Search Colleges, Exams, Schools & more
Login
IIT MadrasIIT BombayIIT DelhiIIT KanpurIIT RoorkeeIIT KharagpurIIT GuwahatiIIT HyderabadIIT Tiruchirappalli
Aligarh Muslim UniversityJamia Millia IslamiaJawaharlal Nehru UniversityUniversity of DelhiUniversity of HyderabadBanaras Hindu UniversityCalcutta UniversityGuru Gobind Singh Indraprastha UniversityJadavpur UniversityAndhra UniversityOsmania UniversityCochin University of Science and TechnologyBharathiar University
Manipal Academy Of Higher Education, ManipalAmrita Vishwa Vidyapeetham, CoimbatoreVIT VelloreSIMATS ChennaiBITS PilaniUPES DehradunAmity University NoidaLovely Professional UniversitySiksha 'O' Anusandhan, BhubaneswarKIIT UniversitySRM UniversityChrist UniversityShoolini University
PAU LudhianaTNAU CoimbatoreANGRAU GunturIARI New DelhiCCSHAU HisarIVRI BareillyUAS BangaloreJAU JunagadhAnand Agricultural University, Anand
Indian Institute of Science, BangaloreHomi Bhabha National Institute, MumbaiInstitute of Chemical Technology, MumbaiTata Institute of Fundamental Research, MumbaiIndian Agricultural Research Institute, New DelhiJawaharlal Nehru Centre for Advanced Scientific Research, BangaloreIndian Law Institute, New Delhi
Birla Institute of Technology and Science, PilaniManipal Academy of Higher Education, ManipalAmrita Vishwa Vidyapeetham, CoimbatoreVellore Institute of Technology, VelloreSRM Institute of Science and Technology, ChennaiSymbiosis International University, PuneJSS Academy of Higher Education and Research, MysuruThapar Institute of Engineering and Technology, PatialaShanmugha Arts Science Technology Research and Academy, ThanjavurKalinga Institute of Industrial Technology, Bhubaneswar
DTU DelhiJamia Hamdard, New DelhiNSUT DelhiGGSIPU DelhiBULMIM New DelhiISBF DelhiFOSTIIMA Business School, Delhi
VJTI MumbaiHomi Bhabha National Institute, MumbaiTCET MumbaiNMIMS MumbaiMumbai UniversityTISS MumbaiBombay Hospital College Of Nursing, MumbaiICT MumbaiASMSOC Mumbai
Anna UniversityMadras UniversitySathyabama UniversityVels UniversitySaveetha UniversitySRI Ramachandra Medical CollegeMadras Christian CollegeLoyola CollegeCrescent CollegeHITS ChennaiGreat Lakes Institute of Management Chennai
Jadavpur University, KolkataIISER KolkataPresidency University, KolkataHeritage Institute Of Technology Management Education Centre, KolkataGuru Nanak Institute Of Hotel Management, KolkataJ D Birla Institute Department Of Management, KolkataLoreto College, KolkataIPGMER Kolkata
Classical Machine Learning for Financial Engineering
By NYU via Edx
Intermediate
Online
7 Weeks
62,443 INR 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
Similar College
Similar Courses
National Institute of Technology Warangal
Months 6Free
National Institute of Technology Tiruchirappalli
Months 5Free
Indian Institute of Information Technology Allahabad via Talentedge
Years 11.40 L
Indian Institute of Management Raipur via Talentedge
Months 575.00 K
More Courses by NYU
New York University, New York via Coursera
Months 5Free
Explore on Careers360
Knowledge Boosters
Student Community: Where Questions Find Answers