Machine Learning is about making predictions using data. In this course, you’ll learn to use basic Machine Learning skills to predict which customers are likely to default on their loans.
Once your model classifies each loan, you’ll learn to visualize your predictions to see how well the model performed.
Predicting defaults and creditworthiness is hugely valuable to risk management and pricing decisions.
We will cover the entire Machine Learning process in Python, reinforcing concepts from Python fundamentals. You’ll learn how to create predictive classification models, fine-tune and test your process, and importantly how to interpret the results.
Machine Learning is a hot topic in the world of data, and in particular data science. At a basic level, Machine Learning is not as complex as it may sound. If you’ve ever done linear regression, you may be surprised to learn that you’ve already taken steps towards this exciting world.
Join Andrew for a comprehensive step-by-step walkthrough of the Machine Learning process.
Upon completing this course, you will be able to:
CFI’s upcoming Business Intelligence & Data Analyst (BIDA)™ program will cover all the basic, intermediate, and advanced topics about business intelligence and data analysis. This program will teach you the quantitative methods used in the finance and capital markets industry. It is ideal for students who want to learn how to analyze complex data.
Common career paths for students who take the BIDA™ program are Business Intelligence, Asset Management, Data Analyst, Quantitative Analyst, and other finance careers.
Students can sign up for updates and reserve a spot in the Business Intelligence & Data Analyst (BIDA)™ Program on the student dashboard.
The Machine Learning cycle is one of the most foundational aspects of Data Science. Using this process, we can learn to make predictions using all types of data and variables. Anyone looking to make predictions in a practical Python environment should absolutely be doing this course.
3 courses from beginner to intermediate level.01 Optional
13 courses from beginner to intermediate level.02 Required
5 courses in advanced and intermediate levels.03 Optional
Submit your BIDA checklist and order your certificate.04 Required
Get access to the Global Corporate Finance Society.05 Optional
Business Intelligence & Data Analyst (BIDA)™ courses are offered 100% online, allowing you the flexibility to start the Business Intelligence & Data Analyst (BIDA)™ program anytime and learn when it’s most convenient for you.
The program is a part of the All Access Subscription, which includes all programs and courses.
CFI courses are designed by instructors with over 21 years of financial analyst training experience.