Domain-Specific Languages (DSL) Courses and Certifications

SQL Server Fundamentals

Gain the starting SQL Server skills you need to summarize data, join tables, and analyze your data using SQL Server functions.

• DataCamp
• 21 hours
• On-Demand
• Free Trial Available

Foundations of Functional Programming with purrr

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

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Introduction to A/B Testing in R

Learn A/B testing: including hypothesis testing, experimental design, and confounding variables.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Inference for Categorical Data in R

In this course you'll learn how to leverage statistical techniques for working with categorical data.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Parallel Computing in R

This course covers in detail the tools available in R for parallel computing.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Machine Learning with Tree-Based Models in R

Learn how to use tree-based models and ensembles to make classification and regression predictions with tidymodels.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Forecasting Product Demand in R

Learn how to identify important drivers of demand, look at seasonal effects, and predict demand for a hierarchy of products from a real world example.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Nonlinear Modeling with Generalized Additive Models (GAMs) in R

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

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

GARCH Models in R

Specify and fit GARCH models to forecast time-varying volatility and value-at-risk.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Introduction to Natural Language Processing in R

Gain an overview of all the skills and tools needed to excel in Natural Language Processing in R.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Equity Valuation in R

Learn to value stocks using present value approaches and multiples. Build valuation models, analyze projections, estimate discount rates, and perform relative valuation for informed investment decisions.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Differential Expression Analysis with limma in R

Learn to use the Bioconductor package limma for differential gene expression analysis.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Life Insurance Products Valuation in R

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

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Fraud Detection in R

Explore fraud detection techniques using R, covering anomaly detection, social network analysis, handling imbalanced data, and applying robust statistics for effective fraud prevention.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Creating R Packages

Learn to create, document, test, and share R packages. Develop skills for structuring, documenting functions, running checks, and implementing unit tests to ensure package quality and functionality.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available