
Skills you'll gain: Rmarkdown, Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Model Evaluation, R (Software), Data Import/Export, Classification Algorithms, Reinforcement Learning, R Programming, Ggplot2, Data Manipulation, Convolutional Neural Networks, Plotly, Applied Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Dimensionality Reduction
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Oracle Databases, Performance Tuning, Operational Databases, Database Architecture and Administration, Database Management, Patch Management, Multi-Tenant Cloud Environments, Virtual Machines, Data Maintenance, Scalability, Software Installation, Server Administration, Load Balancing, Transaction Processing, System Configuration, Application Performance Management, Disaster Recovery, Data Storage, Network Administration, Linux
Advanced · Specialization · 3 - 6 Months

Skills you'll gain: Full-Stack Web Development, Development Environment, Front-End Web Development, React.js, UI Components, Back-End Web Development, Web Development, Natural Language Processing, Application Programming Interface (API)
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, Google Cloud Platform, Data Pipelines, Dataflow, Data Warehousing, Data Lakes, Real Time Data, Dashboard, Cloud Engineering, Tensorflow, Data Infrastructure, Data Preprocessing, Apache Spark, Extract, Transform, Load, Cloud Storage, Performance Tuning, Big Data, Data Processing, PySpark, Data Transformation
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Web Design and Development, Web Design, Web Development, UI Components, Front-End Web Development, Information Architecture
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: AI Orchestration, AI Workflows, Agentic systems, Generative AI Agents, Enterprise Application Management, Distributed Computing, Data Persistence, Context Management, Scalability, Site Reliability Engineering, Vector Databases, Redis, Software Architecture, Debugging, Maintainability, Performance Tuning
Intermediate · Course · 1 - 4 Weeks

Peking University
Skills you'll gain: Algorithms, Mathematical Modeling, Pseudocode, Theoretical Computer Science, Computational Thinking, Combinatorics, Applied Mathematics, Numerical Analysis, Graph Theory, Data Structures, Mathematical Theory & Analysis, Design Strategies, Network Routing, Operations Research, Bioinformatics
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Storytelling, Plotly, Matplotlib, Exploratory Data Analysis, Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Seaborn, Scatter Plots, Data Analysis, Box Plots, Descriptive Statistics, Jupyter, Data Science, Anomaly Detection, Python Programming, GitHub
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Project Scoping, Scope Management, Resource Planning, Change Control, Requirements Management, Resource Allocation, Budget Management, Stakeholder Management
Intermediate · Course · 1 - 4 Weeks

Icahn School of Medicine at Mount Sinai
Skills you'll gain: Bioinformatics, Interactive Data Visualization, Supervised Learning, Machine Learning, Big Data, Data Integration, Unsupervised Learning, Data Processing, Data Analysis, Metadata Management, Application Programming Interface (API), Restful API
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Configuration Management, Experimentation, Software Documentation, Technical Documentation, Collaborative Software, Data Maintenance, Analysis, Workflow Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Azure, Cloud Security, IT Security Architecture, DevSecOps, Threat Management, Zero Trust Network Access, Cloud Solutions, Cloud Computing Architecture, Cybersecurity, Cloud Computing, Threat Detection, Security Strategy, Cloud Platforms, Enterprise Architecture, Identity and Access Management
Intermediate · Course · 1 - 4 Weeks