Statistics with Python Specialization
University of Michigan's specialization on statistical inference, visualization, and modeling in Python.
Skills you'll learn
We may earn a commission if you enroll through our links — it never affects the price you pay.
Similar courses
Data Engineering with Delta Lake on Databricks
Build production-ready data pipelines using Delta Live Tables and the Medallion Architecture on Databricks. This hands-on course teaches you to design, implement, and monitor ETL workflows that transform raw data into reliable, business-ready datasets through a structured bronze-silver-gold layering pattern. This course is primarily aimed at first- and second-year undergraduates interested in engineering or science, along with professionals with an interest in programming. You will start by mastering DLT fundamentals — declarative pipeline syntax in both SQL and Python, streaming ingestion w
All levels
Advanced Swift Techniques for iOS & Networking
In this course, you will master advanced networking techniques and Swift programming strategies for iOS development. You'll explore how to efficiently fetch and manage network data, build dynamic and interactive graphs using Swift Charts, and implement powerful data pipelines with Combine. These skills are crucial for developing data-driven, high-performance iOS applications. Throughout the course, you'll gain hands-on experience with real-world challenges like managing network data asynchronously and visualizing it with Swift Charts. By mastering these advanced techniques, you'll be able to
All levels
Data Visualization
This course will teach you how to make more effective visualizations of data. Not only will you gain deeper insight into the data, but you will also learn how to better communicate that insight to others. You will learn new ways to display data, applying some fundamental principles of design and human cognition to choose the most effective way to display different kinds of data. This course not only teaches you how to use popular applications like Tableau to connect to data warehouses to extract and visualize relevant data, but also teaches you how Tableau works so you can use the same techniq
All levels
Data Cleaning with Python for Finance
This course guides you through the process of transforming raw financial data into a clean, trustworthy dataset using Python and pandas. You’ll begin by exploring how to load data into a notebook environment and conduct quick inspections to identify structural issues, formatting inconsistencies, unusual numeric patterns, and missing values. Building on these observations, you’ll apply essential cleaning techniques used by analysts every day—fixing data types, standardizing text categories, resolving or documenting missingness, and removing duplicates. Through guided walkthroughs, hands-on prac
All levels