
Skills you'll gain: Data Storytelling, Data Mining, Big Data, Data Science, Regression Analysis, Data Analysis, Data-Driven Decision-Making, Business Analytics, Business Intelligence, Predictive Analytics, Machine Learning, Deep Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Storyboarding, Wireframing, User Experience Design, User Research, UI/UX Research, Usability Testing, Presentations, Prototyping, Information Architecture, Figma (Design Software), Design Thinking, User Story, User Centered Design, Mobile Development, Design Reviews, Data Ethics, Mockups, Usability, Interviewing Skills, Applicant Tracking Systems
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Artificial Neural Networks, Image Analysis, Deep Learning, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Logistic Regression, Regression Analysis, Supervised Learning, Classification Algorithms, Model Evaluation
Intermediate · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Risk Modeling, Operations Research, Regression Analysis, Microsoft Excel, Business Analytics, Risk Analysis, Business Process Modeling, Business Modeling, Data Modeling, Resource Allocation, Analysis, Statistical Analysis, Mathematical Modeling, Process Optimization, Financial Analysis, Statistical Methods, Predictive Analytics, Transportation Operations, Complex Problem Solving, Linear Algebra
Intermediate · Course · 1 - 3 Months
Johns Hopkins University
Skills you'll gain: Shiny (R Package), Exploratory Data Analysis, Model Evaluation, Regression Analysis, Statistical Analysis, R Programming, Data Manipulation, Data Presentation, Data Cleansing, Statistical Inference, Predictive Modeling, Statistical Hypothesis Testing, Machine Learning Algorithms, Plot (Graphics), Probability & Statistics, Rmarkdown, Statistical Programming, Data Science, Machine Learning, GitHub
Beginner · Specialization · 3 - 6 Months

University of Amsterdam
Skills you'll gain: Qualitative Research, Scientific Methods, Research, Statistical Hypothesis Testing, Statistical Analysis, Research Design, Sampling (Statistics), Science and Research, Interviewing Skills, Data Collection, Research Methodologies, Social Sciences, Surveys, Quantitative Research, Data Analysis, Statistics, Regression Analysis, Report Writing, Statistical Inference, R Programming
Beginner · Specialization · 3 - 6 Months

The Hong Kong University of Science and Technology
Skills you'll gain: Statistical Inference, Pandas (Python Package), Probability & Statistics, Risk Analysis, Financial Trading, Financial Data, Data Manipulation, Statistical Analysis, Regression Analysis, Financial Analysis, Jupyter, Financial Modeling, Python Programming, Model Evaluation, Data Visualization, Data Import/Export
Intermediate · Course · 1 - 4 Weeks

University of Washington
Skills you'll gain: Applied Machine Learning, Classification Algorithms, Model Evaluation, Regression Analysis, AI Personalization, Machine Learning, Unsupervised Learning, Predictive Modeling, Supervised Learning, Bayesian Statistics, Logistic Regression, Statistical Modeling, Deep Learning, Feature Engineering, Data Mining, Decision Tree Learning, Data Preprocessing, Statistical Machine Learning, Text Mining, Machine Learning Algorithms
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Natural Language Processing, Dimensionality Reduction, Embeddings, Supervised Learning, Text Mining, Statistical Machine Learning, Logistic Regression, Machine Learning Methods, Artificial Intelligence, Classification Algorithms, Feature Engineering, Data Visualization
Intermediate · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Data-Driven Decision-Making, Marketing Analytics, Customer Analysis, Data Collection, Predictive Modeling, Descriptive Analytics, Business Analytics, Predictive Analytics, Analytics, Customer Insights, Regression Analysis, Customer Data Management, Market Research, Consumer Behaviour
Mixed · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Shiny (R Package), Model Evaluation, Regression Analysis, Data Presentation, Exploratory Data Analysis, Statistical Inference, Predictive Modeling, Statistical Hypothesis Testing, Machine Learning Algorithms, Probability & Statistics, Statistical Machine Learning, Statistical Reporting, Statistical Methods, Interactive Data Visualization, Data Visualization, Statistical Analysis, Statistical Modeling, R Programming, Machine Learning, GitHub
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Scatter Plots, Data Visualization, Regression Analysis, Excel Formulas, Microsoft Excel, Data Analysis, Descriptive Statistics, Data Visualization Software, Analytics, Statistical Analysis, Statistical Methods, Descriptive Analytics, Correlation Analysis, Statistics, Analysis, Exploratory Data Analysis, Pivot Tables And Charts, Trend Analysis
Beginner · Course · 1 - 4 Weeks