This is a self-paced lab that takes place in the Google Cloud console.
Explore financial transactions data for fraud analysis, apply feature engineering and machine learning techniques to detect fraudulent activities using BigQuery ML.
Fraud Detection on Financial Transactions with Machine Learning on Google Cloud
Fraud Detection on Financial Transactions with Machine Learning on Google Cloud
Instructor: Google Cloud Training
Access provided by Coursera Learning Team
2,458 already enrolled
Build in-demand job skills with step-by-step instructions
4.0
(21 reviews)
Intermediate level
Some related experience required
1.5 hours
Learn at your own pace
Hands-on learning
What you'll learn
Load data into BigQuery and explore and create new features in BigQuery.
Bbuild an unsupervised model for anomaly detection.
Build supervised models (with logistic regression and boosted tree) for fraud detection.
Evaluate and compare the models and select the champion and use the selected model to predict the likelihood of fraud on a test data.
Skills you'll practice
- Predictive Analytics
- Feature Engineering
- Machine Learning Methods
- Big Data
- Unsupervised Learning
- Google Cloud Platform
- Decision Tree Learning
- Data Manipulation
- Threat Detection
- Transaction Processing
- Supervised Learning
- Applied Machine Learning
- Anomaly Detection
- Advanced Analytics
- Risk Modeling
- Predictive Modeling
Details to know
Shareable certificate
Add to your LinkedIn profile
Taught in English
No downloads or installation required
Only available on desktop
See how employees at top companies are mastering in-demand skills
Learn, practice, and apply job-ready skills in less than 2 hours
- Receive training from industry experts
- Gain hands-on experience solving real-world job tasks
About this project
Instructor
Instructor ratings
3.7 (6 ratings)Offered by
How you'll learn
Hands-on, project-based learning
Practice new skills by completing job-related tasks with step-by-step instructions.
No downloads or installation required
Access the tools and resources you need in a cloud environment.
Available only on desktop
This project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
Why people choose Coursera for their career
Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."
Learner reviews
4.0
21 reviews
- 5 stars
61.90%
- 4 stars
9.52%
- 3 stars
9.52%
- 2 stars
0%
- 1 star
19.04%
Showing 3 of 21
AA
4
Reviewed on May 14, 2024
OVERAL WAS GOOD BUT EXPLANINATIONS COULD BE SIMPLIFIED
Open new doors with Coursera Plus
Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription
Advance your career with an online degree
Earn a degree from world-class universities - 100% online
Join over 3,400 global companies that choose Coursera for Business
Upskill your employees to excel in the digital economy