Data science courses

This course provides an intro to clustering and dimensionality reduction in R from a machine learning perspective.

Learn how to approach and win competitions on Kaggle.

Learn to use essential Bioconductor packages for bioinformatics using datasets from viruses, fungi, humans, and plants!

Explore the concepts and applications of linear models with python and build models to describe, predict, and extract insight from data patterns.

Master SQL Server programming by learning to create, update, and execute functions and stored procedures.

Begin your journey with Scala, a popular language for scalable applications and data engineering infrastructure.

Learn how to use Python scripts in Power BI for data prep, visualizations, and calculating correlation coefficients.

This course teaches the big ideas in machine learning like how to build and evaluate predictive models.

Get to know the Google Cloud Platform (GCP) with this course on storage, data handling, and business modernization using GCP.

Learn how to make predictions about the future using time series forecasting in R including ARIMA models and exponential smoothing methods.

In this course, youll learn the basics of relational databases and how to interact with them.

Learn to construct compelling and attractive visualizations that help communicate results efficiently and effectively.

Learn to design and run your own Monte Carlo simulations using Python!

Learn how to draw conclusions about a population from a sample of data via a process known as statistical inference.

Learn how to segment customers in Python.

Orchestrate data using unions, joins, parsing, and performance optimization in Alteryx.

Learn the essentials of parsing, manipulating and computing with dates and times in R.

Learn fundamental probability concepts like random variables, mean and variance, probability distributions, and conditional probabilities.

In this course, youll learn how to collect Twitter data and analyze Twitter text, networks, and geographical origin.

Understand the role and real-world realities of Explainable Artificial Intelligence (XAI) with this beginner friendly course.

Learn basic business modeling including cash flows, investments, annuities, loan amortization, and more using Google Sheets.

Leverage the power of Python and PuLP to optimize supply chains.

Learn to analyze data over time with this practical course on Time Series Analysis in Power BI. Work with real datasets & practice common techniques.

Practice data storytelling using real-world examples! Communicate complex insights effectively with a dataset of certified green businesses.

Learn to solve real-world optimization problems using Pythons SciPy and PuLP, covering everything from basic to constrained and complex optimization.

Learn the most important functions for manipulating, processing, and transforming data in SQL Server.

Master Amazon Redshifts SQL, data management, optimization, and security.

Learn and use powerful Deep Reinforcement Learning algorithms, including refinement and optimization techniques.

Learn to effectively convey your data with an overview of common charts, alternative visualization types, and perception-driven style enhancements.

This Power BI case study follows a real-world business use case on tackling inventory analysis using DAX and visualizations.