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:
The Business Intelligence & Data Analyst (BIDA)™ program will take you on a highly interactive and hands-on journey through the world of data science and business intelligence.
From theory and interactive questions to applied Python workbooks, data science models, and interactive dashboards in Tableau, our instructors will walk you through countless real-world scenarios and exercises.
The program is ideal for students who want to learn how to analyze data more effectively, save time with automation, or be a general data pro at work. With a well-rounded knowledge of both BI and data science, learners are well-equipped to take on roles in Business Intelligence, Data Science, Data Analysis, Quantitative Analysis, and other data careers.
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.
4 courses from beginner to intermediate level.01 Optional
14 courses from beginner to intermediate level.02 Required
7 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.