Qualitative research methods courses can help you learn interview techniques, focus group facilitation, thematic analysis, and participant observation. You can build skills in coding qualitative data, developing research questions, and synthesizing findings into actionable insights. Many courses introduce tools like NVivo and Atlas.ti, which assist in organizing and analyzing qualitative data, helping you effectively interpret complex human behaviors and social phenomena.
University of Colorado Boulder
Skills you'll gain: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Data Warehousing, Model Training, Performance Testing, Bash (Scripting Language), Data Science
Graduate Certificate · 6 - 12 Months

Skills you'll gain: Model Training, Analytics, MLOps (Machine Learning Operations), Applied Machine Learning, Google Cloud Platform, Data Analysis, Model Deployment, Machine Learning Methods, Query Languages
Beginner · Course · 1 - 4 Weeks

Ball State University
Skills you'll gain: Data Ethics, Responsible AI, Software Engineering, Full-Stack Web Development, Graph Theory, Data Wrangling, Statistical Machine Learning, File Systems, Data Visualization, Database Systems, Spatial Analysis, Exploratory Data Analysis, Theoretical Computer Science, SAS (Software), Statistical Methods, Cryptography, Object Oriented Programming (OOP), Statistical Inference, Artificial Intelligence, Text Mining
Degree · 1 - 4 Years

Pontificia Universidad Católica de Chile
Skills you'll gain: Predictive Analytics, Unsupervised Learning, Data Cleansing, Plot (Graphics), Data Visualization, Exploratory Data Analysis, Supervised Learning, Data Presentation, Model Evaluation, Graphing, Dimensionality Reduction, Data Science, Descriptive Analytics, Matplotlib, Predictive Modeling, Machine Learning Methods, Pandas (Python Package), Data-Driven Decision-Making, Data Processing, Time Series Analysis and Forecasting
Mastertrack · 6 - 12 Months

Coursera
Skills you'll gain: Matplotlib, Seaborn, Exploratory Data Analysis, Data Visualization, Pandas (Python Package), Plot (Graphics), Statistical Visualization, Data Visualization Software, Analysis, Data Analysis, Statistical Analysis, Python Programming
★ 4.3 (6) · Intermediate · Guided Project · Less Than 2 Hours