
University of Cape Town
Skills you'll gain: Plot (Graphics), Scatter Plots, Graphing, Scientific Visualization, Data Visualization, Jupyter, Epidemiology, Exploratory Data Analysis, Data Visualization Software, Data Manipulation, Data Science, Data Structures, Programming Principles, Statistical Analysis, Other Programming Languages, Computer Programming, Mathematical Modeling, Data Import/Export, Debugging
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, SAS (Software), Regression Analysis, Statistical Methods, Probability & Statistics, Statistical Modeling, Plot (Graphics), Statistical Inference
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Performance Metric, Machine Learning Algorithms, Model Evaluation, Data Preprocessing, Machine Learning, Statistical Machine Learning, Data Mining, Algorithms
Intermediate · Course · 1 - 3 Months

Vanderbilt University
Skills you'll gain: Prompt Engineering, Image Analysis, Data Visualization Software, Matlab, Algorithms, User Interface (UI), Applied Machine Learning, ChatGPT, Scatter Plots, Object Oriented Programming (OOP), Digital Signal Processing, Mathematical Software, File I/O, Computer Programming, Histogram, Programming Principles, AI Personalization, Data Analysis, Integrated Development Environments, Software Development Tools
Beginner · Specialization · 3 - 6 Months

Multiple educators
Skills you'll gain: Prompt Patterns, AI Enablement, Personalized Service, Data Ethics, Customer experience improvement, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Customer Advocacy, Large Language Modeling, Responsible AI, Content Creation, Machine Learning, Image Analysis, Context Management
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Generative AI, Generative Model Architectures, OpenAI, Hugging Face, Large Language Modeling, Prompt Engineering, IBM Cloud, Deep Learning, Natural Language Processing
Beginner · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Pandas (Python Package), MLOps (Machine Learning Operations), NumPy, Model Deployment, Data Manipulation, Software Testing, Data Import/Export, Test Automation, Python Programming, Debugging, Data Structures, Machine Learning, Object Oriented Programming (OOP), Scripting, Numerical Analysis, Application Programming Interface (API), Command-Line Interface
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Microsoft Azure, MLOps (Machine Learning Operations), Databricks, Cloud Computing, Data Ethics, Model Deployment, Data Pipelines, Data Preprocessing, Responsible AI, Machine Learning, Model Evaluation, Information Privacy, Continuous Monitoring, Data Security, Performance Tuning
Intermediate · Course · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Return On Investment, Financial Reporting, Financial Acumen, Financial Data, Capital Budgeting, Financial Statements, Business Modeling, Financial Modeling, Mathematical Modeling, Regression Analysis, Statistical Modeling, Income Statement, Risk Analysis, Spreadsheet Software, Business Reporting, Cash Flows, Financial Analysis, Corporate Finance, Excel Formulas, Microsoft Excel
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, ChatGPT, Design Research, Persona (User Experience), User Interface and User Experience (UI/UX) Design, Design Software, AI Workflows, User Interface (UI) Design, Brainstorming, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Human Centered Design, User Story, Large Language Modeling, Wireframing, Responsible AI, Ideation, Machine Learning
Beginner · Specialization · 1 - 3 Months

Google Cloud
Skills you'll gain: Embeddings, Data Management, Data Governance, Applied Machine Learning, Machine Learning, Artificial Neural Networks, Feature Engineering, Deep Learning, Data Preprocessing, Dimensionality Reduction, Tensorflow, Supervised Learning, Model Evaluation, Regression Analysis, Cloud Computing, Estimation, Performance Tuning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Interactive Data Visualization, Business Intelligence, ChatGPT, Data Presentation, Infographics, Data Visualization, Dashboard, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, SQL, Data Analysis, Responsible AI, Machine Learning, Presentations, Context Management, Natural Language Processing
Intermediate · Specialization · 1 - 3 Months