Guided Tour of Machine Learning in Finance is offered by Coursera for intermediate-level students and learners to know the application of machine learning in finance. The online programme is the first programme in the Machine Learning and Reinforcement Learning in Finance Specialization offered by New York University and the Guided Tour of Machine Learning in Finance Certification Course can also be taken as a separate single programme.
Provided by Coursera, Guided Tour of Machine Learning in Finance Training will shed light on machine learning and the application of ML to cope with various financial problems. Though the Guided Tour of Machine Learning in Finance Certification by Coursera is offered for intermediate learners, it is very needed for the learners to have an understanding and experience of Python, linear algebra, basic probability theory, and basic calculus to successfully complete the assignments.
The fees for the course Guided Tour of Machine Learning in Finance is -
Head
Amount in INR
1 month
Rs. 3,277
3 month
Rs. 6,554
6 month
Rs. 9,831
Eligibility Criteria
Work Experience
Coursera suggests that learners must have experience with basic probability theory, basic calculus, linear algebra, and Python to be able to complete the assignments assigned to them as part of the online course.
What you will learn
Machine learning
Guided Tour of Machine Learning in Finance Certification Syllabus will guide you through machine learning concepts, the application of machine learning to Finance, the process of solving financial problems with the help of machine learning, and the like. Likewise, the course will facilitate the students to know the advances in financial machine learning, deep learning in finance, machine learning for finance in python, and many more. Plus, the learners will have practical knowledge through capstone projects where the learners will be assigned to make predictions of bank closures using the Supervised Machine Learning methods.
Guided Tour of Machine Learning in Finance Classes is highly suggested for those who want to know ML and its implications in the finance sector including ML Engineer, Finance Executive, Financial Planner, and Chief Financial Officer.
E. Fama and K. French, “Size and Book-to-Market Factors in Earnings and Returns”, Journal of Finance, vol. 50, no. 1 (1995), pp. 131-155.
J. Piotroski, “Value Investing: The Use of Historical Financial Statement Information to Separate Winners from Losers”, Journal of Accounting Research, Vol. 38, Supplement: Studies on Accounting Information and the Economics of the Firm (2000), pp. 1-41
Jupyter Notebook FAQ
Quiz
Module 3 Quiz
Programming Assignment
Linear Regression
Ungraded Lab
Linear Regression
Videos
Regression and Equity Analysis
Fundamental Analysis
Machine Learning as Model Estimation
Maximum Likelihood Estimation1
Probabilistic Classification Models
Logistic Regression for Modeling Bank Failures, Part I
Logistic Regression for Modeling Bank Failures, Part II
Logistic Regression for Modeling Bank Failures, Part III
Supervised Learning: Conclusion
Readings
C. Bishop, “Pattern Recognition and Machine Learning”, Chapters 4.1, 4.2, 4.3
A. Geron, “Hands-On ML”, Chapters 3, Chapter 4 (Logistic Regression)
Jupyter Notebook FAQ
Jupyter Notebook FAQ
Quiz
Module 4 Quiz
Programming Assignment
Tobit Regression
Course Project
Ungraded Lab
Tobit Regression
Course Project
Instructors
NYU Frequently Asked Questions (FAQ's)
1: Which university developed and offered the Guided Tour of Machine Learning in Finance online course on Coursera?
The online certification programme was developed and provided to the learners on Coursera by New York University.
2: Which specialization did Coursera include the Guided Tour of Machine Learning in Finance online certification?
Coursera included the online course in Machine Learning and Reinforcement Learning in Finance Specialization.
3: In how many languages can the course be taken?
The online programme can be pursued in different languages as Coursera provides the subtitles for the course videos in French, Portuguese (European), Russian, and Spanish other than English.
4: Which level learners can join the Guided Tour of Machine Learning in Finance online course?
The intermediates level audience and learners are the targeted learning cohort for the online certification programme.
5: What are prerequisites mandatory by Coursera to take the courses?
Coursera mandates that experience with basic calculus Python, linear algebra and basic probability theory is very essential to complete the course successfully as they are needed to finish the assignments fully.