Machine Learning with PySpark introduces the power of distributed computing for machine learning, equipping learners with the skills to build scalable machine learning models. Through hands-on projects, you will learn how to use PySpark for data processing, model building, and evaluating machine learning algorithms. By the end of this course, you will be able to: - Understand … [Read more...] about Machine Learning with PySpark
Data Science
Introduction to SQL Window Functions
Welcome to this project-based course Introduction to SQL Window Functions. This is a hands-on project that introduces SQL users to the world of window functions. In this project, you will learn how to explore and query the project-db database extensively. We will start this hands-on project by retrieving the data in the table in the database. By the end of this … [Read more...] about Introduction to SQL Window Functions
Routines in SQL: Stored procedures in SQL Server
Have you thought about creating a query that can be called several times to perform a routine task? Stored procedures offer this with a great advantage of efficiency. This project-based course, "Routines in SQL: Working with stored procedures in MS SQL Server" is intended for intermediate SQL users with some related experiences with SQL and who are willing to advance their … [Read more...] about Routines in SQL: Stored procedures in SQL Server
PySpark Foundations: Process, analyze, and summarize data
Did you know that a billion records are processed daily in PySpark by companies worldwide? As big data is on the rise, you’ll need tools like PySpark to process massive amounts of data. This guided project was designed to introduce data analysts and data science beginners to data analysis in PySpark. By the end of this 2-hour-long guided project, you’ll create a Jupyter … [Read more...] about PySpark Foundations: Process, analyze, and summarize data
Navigating Generative AI Risks for Leaders
This course delves into the various risks and concerns associated with Generative AI, including business model risks, inaccuracies in AI-generated content, data security, and privacy concerns. It emphasizes the importance of the CEO in understanding and addressing these risks. A significant part of this course is dedicated to exploring the ethical considerations for using … [Read more...] about Navigating Generative AI Risks for Leaders
