Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.5+
• 146

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

• IntermediateSkill Level
• 4.5+
• 144

Learn the bag of words technique for text mining with R.

• IntermediateSkill Level
• 4.6+
• 142

Apply statistical modeling in a real-life setting using logistic regression and decision trees to model credit risk.

• BasicSkill Level
• 4.6+
• 142

Learn how to translate your SAS knowledge into R and analyze data using this free and powerful software language.

• AdvancedSkill Level
• 4.5+
• 142

Discover the power of discrete-event simulation in optimizing your business processes. Learn to develop digital twins using Pythons SimPy package.

• IntermediateSkill Level
• 4.8+
• 141

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

• IntermediateSkill Level
• 4.6+
• 139

Learn sentiment analysis by identifying positive and negative language, specific emotional intent and making compelling visualizations.

• BasicSkill Level
• 4.5+
• 139

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

• IntermediateSkill Level
• 4.6+
• 136

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

• IntermediateSkill Level
• 4.4+
• 135

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

• IntermediateSkill Level
• 4.7+
• 133

Master data cleaning in Java using statistical methods, transformations, and validation for reliable apps.

• BasicSkill Level
• 4.8+
• 132

Trust and Security with Google Cloud

• BasicSkill Level
• 4.7+
• 132

You unlock the foundational concepts of generative AI by exploring the differences between AI, ML, and gen AI.

• IntermediateSkill Level
• 3.5+
• 130

Learn how to build an amortization dashboard in Google Sheets with financial and conditional formulas.

• IntermediateSkill Level
• 4.5+
• 128

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

• IntermediateSkill Level
• 4.8+
• 125

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

• IntermediateSkill Level
• 4.5+
• 125

Learn how to analyze business processes in R and extract actionable insights from enormous sets of event data.

• IntermediateSkill Level
• 4.6+
• 124

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

• BasicSkill Level
• 4.8+
• 123

Modernize Infrastructure and Applications with Google Cloud

• IntermediateSkill Level
• 4.3+
• 122

Learn to detect fraud with analytics in R.

• BasicSkill Level
• 4.2+
• 121

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

• IntermediateSkill Level
• 4.7+
• 118

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
• 4.7+
• 117

This course covers the basics of financial trading and how to use quantstrat to build signal-based trading strategies.

• IntermediateSkill Level
• 4.3+
• 117

Learn how to effectively and efficiently join datasets in tabular format using the Python Pandas library.

• IntermediateSkill Level
• 4.7+
• 116

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

• BasicSkill Level
• 4.8+
• 113

You explore the different layers of building gen AI solutions, Google Cloud’s offerings, and the factors to consider when selecting a solution.

• IntermediateSkill Level
• 4.7+
• 112

Explore HR data analysis in Tableau with this case study.

• BasicSkill Level
• 4.6+
• 112

Learn the basics of cash flow valuation, work with human mortality data and build life insurance products in R.

• IntermediateSkill Level
• 4.6+
• 108

This course helps your preparation for the Associate Cloud Engineer exam, learn about the Google Cloud domains in the exam and create a study plan.

• IntermediateSkill Level
• 4.6+
• 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.