
Skills you'll gain: Kubernetes, Containerization, Cloud Services, Cloud Infrastructure, Google Cloud Platform, Cloud Computing, Docker (Software), Infrastructure Architecture, Application Deployment, YAML, Systems Architecture, Identity and Access Management, Command-Line Interface, Scalability
Intermediate · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Dimensionality Reduction, NumPy, Linear Algebra, Machine Learning Methods, Data Analysis, Numerical Analysis, Applied Mathematics, Applied Machine Learning, Algorithms, Python Programming
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Rmarkdown, Plot (Graphics), Box Plots, Descriptive Statistics, Scatter Plots, Histogram, Jupyter, Matplotlib, Data Presentation, Ggplot2, Statistical Visualization, Data Manipulation, R (Software), Statistical Hypothesis Testing, Regression Analysis, Correlation Analysis, Data Visualization, Data Analysis, R Programming, Python Programming
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Responsible AI, Data Analysis, Image Analysis, Pandas (Python Package), Data Ethics, Machine Learning, Tensorflow, Data Processing, Data Pipelines, Data Transformation, Cloud Management, Artificial Neural Networks, Information Privacy, Supervised Learning, Virtual Machines, Application Deployment, Continuous Monitoring, Data Security, Performance Tuning, Scalability
Intermediate · Professional Certificate · 3 - 6 Months

Edureka
Skills you'll gain: LangGraph, Generative AI Agents, Agentic systems, LangChain, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, OpenAI, Systems Integration, Tool Calling, Responsible AI, Large Language Modeling, Artificial Intelligence, Prompt Engineering, Data Ethics, Restful API, Data Processing, JSON, Scalability, Data Validation
Beginner · Course · 1 - 4 Weeks

National Taiwan University
Skills you'll gain: Game Theory, Business Strategy, Business, Business Marketing, Strategic Decision-Making, Decision Making, Case Studies, Negotiation, Competitive Analysis, Market Dynamics, Product Knowledge
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Engineering, Application Deployment, YAML, Virtual Environment
Intermediate · Course · 1 - 3 Months

National Taiwan University
Skills you'll gain: Torque (Physics), Mechanics, Automation Engineering, Robotic Process Automation, Linear Algebra, Engineering Calculations, Trigonometry, Applied Mathematics, Control Systems, Mathematical Modeling, Spatial Analysis, Simulation and Simulation Software
Beginner · Course · 1 - 3 Months

Skills you'll gain: Large Language Modeling, Generative Model Architectures, Prompt Engineering, Generative AI, Deep Learning, Natural Language Processing, Responsible AI, Application Deployment, Scalability, Operational Efficiency, Machine Learning, Performance Tuning, Systems Integration
Advanced · Course · 3 - 6 Months

Anthropic
Skills you'll gain: Tool Calling, LLM Application, Prompt Engineering, Application Programming Interface (API), Program Development, Systems Architecture, Test Tools, Server Side, Development Testing, Debugging, Application Design, Document Management
Beginner · Course · 1 - 4 Weeks
University of Toronto
Skills you'll gain: Data Structures, Object Oriented Programming (OOP), Unit Testing, Python Programming, Program Development, Algorithms, Test Case, Software Engineering, Software Testing, Debugging, Computational Thinking
Mixed · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, LLM Application, Large Language Modeling, Responsible AI, LangChain, Generative Model Architectures, Generative AI, Application Deployment, Application Development, Technical Management, ChatGPT, Trend Analysis, Program Evaluation, Artificial Intelligence, Real Time Data, Applied Machine Learning, Data Ethics, Analytics, Business Strategy, Python Programming
Intermediate · Specialization · 1 - 3 Months