Two-Project Series
Linear Regression for Asset Pricing you own this product
- prerequisites
- intermediate Amazon Web Services Console • basics of Amazon Web Services Command Line Interface (AWS CLI) • basics of JavaScript
- skills learned
- interactions between AWS Lambda and microservice architectures • implementing your first AWS Lambda function • what is service orchestration
pro $24.99 per month
- access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
- share your subscription with another person
- choose one free eBook per month to keep
- exclusive 50% discount on all purchases
lite $19.99 per month
- access to all Manning books, including MEAPs!
team
5, 10 or 20 seats+ for your team - learn more
Linear regression is one of the most straightforward approaches to making price predictions and financial forecasts. In this series of liveProjects, you’ll step into the role of a machine learning engineer at InvRes Bank, a bank that offers financial consulting services to its customers. To better serve your clients, you'll develop regression-based Python machine learning models for financial modeling and asset pricing. You’ll update the classic financial algorithms Capital Asset Pricing Theorem (CAPM) and Arbitrage Pricing Theorem (APT) to new automatic machine learning models and improve your understanding of financial data science. These skills are in high demand for portfolio optimization and financial services.
These projects are designed for learning purposes and are not complete, production-ready applications or solutions.
liveProject mentor Jeremy Loscheider shares what he likes about the Manning liveProject platform.
book resources
When you start each of the projects in this series, you'll get full access to the following book for 90 days.
choose your plan
pro
monthly
annual
$24.99
$249.99
only $20.83 per month
- share your subscription with one other person
- access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
- choose another free product every time you renew
- choose twelve free products per year
- exclusive 50% discount on all purchases
-
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Linear Regression for Asset Pricing project for free
Linear Regression for Asset Pricing project for free
team
monthly
annual
$49.99
$499.99
only $41.67 per month
- five seats for your team
- access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
- choose another free product every time you renew
- choose twelve free products per year
- exclusive 50% discount on all purchases
-
![]()
Linear Regression for Asset Pricing project for free
Prerequisites
This liveProject is for data analysts with an interest in financial services. Some knowledge of the finance industry will be useful. To begin this liveProject you will need to be familiar with the following:
TOOLS
- Basics of Python
- Basics of Jupyter Notebook
- Basics of finance
- Usage of APIs for data extraction
- Python for data cleaning and exploration
- Running linear regression in Python
features
- Self-paced
- You choose the schedule and decide how much time to invest as you build your project.
- Project roadmap
- Each project is divided into several achievable steps.
- Get Help
- While within the liveProject platform, get help from other participants and our expert mentors.
- Compare with others
- For each step, compare your deliverable to the solutions by the author and other participants.
- book resources
- Get full access to select books for 90 days. Permanent access to excerpts from Manning products are also included, as well as references to other resources.
