Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.8+
• 177

Learn to analyze and visualize network data with the igraph package and create interactive network plots with threejs.

• AdvancedSkill Level
• 4.6+
• 174

Prepare for your next statistics interview by reviewing concepts like conditional probabilities, A/B testing, the bias-variance tradeoff, and more.

• BasicSkill Level
• 4.6+
• 172

Explore a range of programming paradigms, including imperative and declarative, procedural, functional, and object-oriented programming.

• BasicSkill Level
• 4.5+
• 172

You learn about the key features of Gemini and how they can be used to improve productivity and efficiency in Google Workspace.

• IntermediateSkill Level
• 4.5+
• 163

Discover how to talk to your data using text-to-query AI agents with MongoDB and LangGraph.

• IntermediateSkill Level
• 4.2+
• 163

In this course youll learn how to create static and interactive dashboards using flexdashboard and shiny.

• IntermediateSkill Level
• 4.5+
• 162

Explore association rules in market basket analysis with R by analyzing retail data and creating movie recommendations.

• AdvancedSkill Level
• 4.5+
• 159

Diagnose, visualize and treat missing data with a range of imputation techniques with tips to improve your results.

• BasicSkill Level
• 4.5+
• 151

Transition from MATLAB by learning some fundamental Python concepts, and diving into the NumPy and Matplotlib packages.

• IntermediateSkill Level
• 4.8+
• 148

Take vital steps towards mastery as you apply your statistical thinking skills to real-world data sets and extract actionable insights from them.

• IntermediateSkill Level
• 4.5+
• 148

In this course youll learn how to use data science for several common marketing tasks.

• IntermediateSkill Level
• 4.7+
• 146

Learn how to use spaCy to build advanced natural language understanding systems, using both rule-based and machine learning approaches.

• IntermediateSkill Level
• 4.7+
• 138

Learn the principles of feature engineering for machine learning models and how to implement them using the R tidymodels framework.

• IntermediateSkill Level
• 4.8+
• 133

Manipulate text data, analyze it and more by mastering regular expressions and string distances in R.

• IntermediateSkill Level
• 4.7+
• 133

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

• IntermediateSkill Level
• 4.6+
• 130

This course will introduce the support vector machine (SVM) using an intuitive, visual approach.

• BasicSkill Level
• 4.4+
• 130

Learn dimensionality reduction techniques in R and master feature selection and extraction for your own data and models.

• IntermediateSkill Level
• 4.6+
• 126

Learn to easily summarize and manipulate lists using the purrr package.

• IntermediateSkill Level
• 4.5+
• 125

GAMs model relationships in data as nonlinear functions that are highly adaptable to different types of data science problems.

• BasicSkill Level
• 4.2+
• 122

Elevate your analysis with this hands-on course using SQL with DataLab workbooks.

• IntermediateSkill Level
• 4.6+
• 120

Learn statistical tests for identifying outliers and how to use sophisticated anomaly scoring algorithms.

• AdvancedSkill Level
• 4.3+
• 120

In this course, youll prepare for the most frequently covered statistical topics from distributions to hypothesis testing, regression models, and much more.

• IntermediateSkill Level
• 4.7+
• 115

Extract and visualize Twitter data, perform sentiment and network analysis, and map the geolocation of your tweets.

• IntermediateSkill Level
• 4.3+
• 109

Learn to detect fraud with analytics in R.

• IntermediateSkill Level
• 4.4+
• 108

Learn how to analyze survey data with Python and discover when it is appropriate to apply statistical tools that are descriptive and inferential in nature.

• IntermediateSkill Level
• 4.6+
• 107

Learn how to access financial data from local files as well as from internet sources.

• BasicSkill Level
• 4.7+
• 105

Exploring Data Transformation with Google Cloud

• IntermediateSkill Level
• 4.6+
• 105

Learn to create animated graphics and linked views entirely in R with plotly.

• IntermediateSkill Level
• 4.4+
• 105

Learn the fundamentals of valuing stocks.

• IntermediateSkill Level
• 4.7+
• 102

Explore HR data analysis in Tableau with this case study.