The language used throughout the course, in both instruction and assessments.

Skills you'll gain: Facebook, Drive Engagement, Online Advertising, Advertising, Social Media Marketing, Social Media, Marketing, Customer Engagement, Social Media Management, Business Marketing, Target Audience
Beginner Ā· Guided Project Ā· Less Than 2 Hours

UniversitĆ di Napoli Federico II
Skills you'll gain: Unsupervised Learning, Supervised Learning, R Programming, Artificial Neural Networks, Machine Learning, Exploratory Data Analysis, Deep Learning, Predictive Modeling, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Manipulation, Data Modeling
Intermediate Ā· Course Ā· 1 - 4 Weeks

Skills you'll gain: Package and Software Management, User Accounts, Unix Commands, Unix, Bash (Scripting Language), Command-Line Interface, Kubernetes, Git (Version Control System), GitHub, OS Process Management, Firewall, Ubuntu, Docker (Software), Containerization, Network Monitoring, Unix Shell, File Systems, Shell Script, TCP/IP, Version Control
Beginner Ā· Specialization Ā· 3 - 6 Months

Skills you'll gain: Exploit development, OSI Models, Network Security, Exploitation techniques, Open Web Application Security Project (OWASP), TCP/IP, Cybersecurity, Vulnerability Scanning, Metasploit, Malware Protection, Network Protocols, Cyber Attacks, Wireless Networks, Application Security, Network Monitoring, Linux, Object Oriented Programming (OOP), Vulnerability Assessments, Cyber Security Assessment, Intrusion Detection and Prevention
Intermediate Ā· Specialization Ā· 3 - 6 Months

Amazon Web Services
Skills you'll gain: Amazon Web Services, AWS Identity and Access Management (IAM), Cloud Computing Architecture, Amazon Elastic Compute Cloud, Cloud Infrastructure, Cloud Security, Cloud Services, Amazon S3, Cloud Computing, Infrastructure As A Service (IaaS), Scalability
Beginner Ā· Course Ā· 1 - 4 Weeks

University of Michigan
Skills you'll gain: Sampling (Statistics), Sample Size Determination, Surveys, Survey Creation, Data Collection, Statistical Analysis, Interviewing Skills, Research Design, STATA (Software), R (Software), Data Integration, Data Validation, Data Ethics, Data Analysis, Stata, Data Quality, Statistical Modeling, Qualitative Research, Data Cleansing, R Programming
Beginner Ā· Specialization Ā· 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Rmarkdown, Knitr, Data Sharing, General Science and Research, Statistical Reporting, Data Analysis, Data Validation, Exploratory Data Analysis, R Programming, Technical Communication, Version Control
Mixed Ā· Course Ā· 1 - 4 Weeks

University of Washington
Skills you'll gain: Regression Analysis, Predictive Modeling, Supervised Learning, Statistical Modeling, Applied Machine Learning, Predictive Analytics, Feature Engineering, Machine Learning, Statistical Methods, Python Programming, Data Manipulation, Algorithms, Performance Testing
Mixed Ā· Course Ā· 1 - 3 Months

Skills you'll gain: Patch Management, Microsoft Azure, Cloud Management, Identity and Access Management, Cloud Infrastructure, Cloud Computing, Cloud Computing Architecture, Infrastructure As A Service (IaaS), Cloud Services, Disaster Recovery, Virtual Machines, Cloud Solutions, Kubernetes, Cloud Platforms, Role-Based Access Control (RBAC), Windows PowerShell, System Monitoring, Public Cloud, Infrastructure as Code (IaC), Cloud Security
Beginner Ā· Specialization Ā· 3 - 6 Months

Duke University
Skills you'll gain: Blockchain, Loans, FinTech, Lending and Underwriting, Cyber Risk, Operational Risk, Scalability, Regulatory Compliance, Interoperability, Commercial Lending, Payment Systems, Financial Inclusion, Legal Risk, Exploit development, Derivatives, Key Management, Cryptography, Finance, Entrepreneurial Finance, Entrepreneurship
Intermediate Ā· Specialization Ā· 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Internet Of Things, Cloud Computing Architecture, API Design, Amazon Web Services, Network Protocols, Embedded Software, Telecommunications, Middleware, Application Programming Interface (API), Application Security, Microservices, Cloud Services, Cloud Platforms, Cybersecurity, Wireless Networks
Build toward a degree
Intermediate Ā· Course Ā· 1 - 4 Weeks
Google Cloud
Skills you'll gain: Istio, Kubernetes, CI/CD, Serverless Computing, Multi-Cloud, Hybrid Cloud Computing, Application Deployment, Google Cloud Platform, Cloud-Native Computing, Cloud Infrastructure, Containerization, Network Security, Continuous Deployment, Cloud Management, Cloud Applications, Microservices, Continuous Integration, Cloud Computing Architecture, Identity and Access Management, Microsoft Azure
Intermediate Ā· Specialization Ā· 3 - 6 Months