Financial Technology (Fintech) Innovations Specialization

Advanced ML on Google Cloud Specialization

Gain practical experience in optimizing, deploying, and scaling machine learning models using Google Cloud Platform through a structured five-course specialization with hands-on labs and a focus on advanced topics and recommendation systems.

Mastering Gen AI: Agents with RAG and LangChain

Learn how to develop AI agents using RAG and LangChain, as well as how to integrate sophisticated AI technologies.

ML Algorithms: Supervised Learning Tip to Tail

This course concentrates on the fundamentals of machine learning, including decision trees, k-nearest neighbors, and support vector machines. It addresses data preparation and production challenges and requires a rudimentary understanding of Python, linear algebra, and statistics.

ML with Spark on Google Cloud Dataproc

The purpose of this course is to provide students with the opportunity to develop practical, cloud-based machine learning skills. It focuses on the use of Apache Spark to teach logistic regression modeling on Google Cloud.

Machine Learning Basics

Learn fundamental machine learning principles, including K nearest neighbor, linear regression, and model analysis, with prerequisites of Python programming and basic mathematics.