Data science courses

Learn the practical uses of A/B testing in Python to run and analyze experiments. Master p-values, sanity checks, and analysis to guide business decisions.

Master sampling to get more accurate statistics with less data.

In this course, you’ll explore the modern MLOps framework, exploring the lifecycle and deployment of machine learning models.

In this Introduction to DevOps, you’ll master the DevOps basics and learn the key concepts, tools, and techniques to improve productivity.

Learn the fundamentals of exploring, manipulating, and measuring biomedical image data.

Learn how to leverage statistical techniques using spreadsheets to more effectively work with and extract insights from your data.

Learn the architecture behind GPT models and master advanced prompt crafting to unlock ChatGPTs full potential.

Step right into the dynamic world of data modeling with Snowflake!

Sharpen your skills in Oracle SQL including SQL basics, aggregating, combining, and customizing data.

Learn how to create pivot tables and quickly organize thousands of data points with just a few clicks.

Learn how to make predictions from data with Apache Spark, using decision trees, logistic regression, linear regression, ensembles, and pipelines.

Explore AI and data monetization strategies, build ethical infrastructures, and align products with business goals.

Learn the basics of model validation, validation techniques, and begin creating validated and high performing models.

Transform almost any dataset into a tidy format to make analysis easier.

Discover the exciting world of Deep Learning for Text with PyTorch and unlock new possibilities in natural language processing and text generation.

Learn the fundamentals of how to build conversational bots using rule-based systems as well as machine learning.

Learn how to create a PostgreSQL database and explore the structure, data types, and how to normalize databases.

Master Responsible AI Practices with this comprehensive course, featuring real-world case studies and interactive content.

Learn to implement custom trading strategies in Python, backtest them, and evaluate their performance!

In this interactive course, you’ll learn how to use functions for your Tableau calculations and when you should use them!

Learn the theory behind responsibly managing your data for any AI project, from start to finish and beyond.

Master AWS security, governance, and cost optimization to prepare for the Cloud Practitioner certification.

Using Python and NumPy, learn the most fundamental financial concepts.

Shift to an MLOps mindset, enabling you to train, document, maintain, and scale your machine learning models to their fullest potential.

Use Seaborns sophisticated visualization tools to make beautiful, informative visualizations with ease.

Learn how to manipulate data and create machine learning feature sets in Spark using SQL in Python.

Build your OOP skills with descriptors, multilevel inheritance, and abstract base classes!

Practice Power BI with our healthcare case study. Analyze data, uncover efficiency insights, and build a dashboard.

Are customers thrilled with your products or is your service lacking? Learn how to perform an end-to-end sentiment analysis task.

Learn about ARIMA models in Python and become an expert in time series analysis.