Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.

Skills you'll gain: Microsoft Azure, Cloud Development, Cloud Applications, Cloud Management, Cloud Deployment, Containerization, Cloud-Based Integration, Cloud Security, Azure DevOps, Cloud Services, Docker (Software), Cloud Storage, Cloud Computing, API Gateway, Azure Active Directory, Cloud Solutions, Cloud Infrastructure, Application Performance Management, Event-Driven Programming, Authorization (Computing)
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Data Sharing, Identity and Access Management, Authorization (Computing), Data Access, Google Cloud Platform, User Provisioning, User Accounts, Data Management, Cloud Computing
Beginner · Project · Less Than 2 Hours

Banco Interamericano de Desarrollo
Skills you'll gain: Agile Methodology, Agile Project Management, Project Implementation, Prioritization, Project Coordination, Stakeholder Analysis, Project Planning, Kanban Principles, Strategic Prioritization, Simulation and Simulation Software, Case Studies, Project Management, Project Performance, Drive Engagement, Team Oriented, Delegation Skills, Team Motivation, Meeting Facilitation, Stakeholder Engagement
Beginner · Course · 1 - 3 Months
Skills you'll gain: Pandas (Python Package), Plot (Graphics), Exploratory Data Analysis, Microsoft Excel, Statistical Visualization, Pivot Tables And Charts, Data Manipulation, Box Plots, Data Visualization, Descriptive Statistics, Time Series Analysis and Forecasting, Data Cleansing, Spreadsheet Software, Data Transformation, Feature Engineering, Data Wrangling, Data Import/Export, Data Analysis, Data Integration, Python Programming
Beginner · Course · 1 - 3 Months

Logical Operations
Skills you'll gain: Excel Formulas, Microsoft Excel, Spreadsheet Software, Productivity Software, Microsoft 365, Document Management, Data Entry, Data Cleansing, Data Literacy, Editing, File Management, Organizational Skills, Data Maintenance, Data Management, Analysis, User Interface (UI)
Beginner · Course · 1 - 3 Months

Skills you'll gain: Threat Management, Cyber Security Strategy, Security Controls, Cybersecurity, Incident Management, Hardening, Computer Security Awareness Training, Data Integrity, Anomaly Detection
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Terraform, Debugging, Infrastructure as Code (IaC), GitLab, Devops Tools, Multi-Cloud, CI/CD, Build Tools, Ansible, Virtual Machines, Cloud Platforms, Cloud Technologies, Software Development Tools, Package and Software Management, Code Reusability, Amazon Web Services, Software Installation, Command-Line Interface
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Prometheus (Software), Kubernetes, Grafana, Scalability, Capacity Management, System Monitoring, Performance Tuning, Memory Management, Dashboard Creation, Query Languages, Distributed Computing, Continuous Monitoring
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Data Ethics, AI Product Strategy, Artificial Intelligence, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Model Evaluation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Software-Defined Networking, Wide Area Networks, Network Infrastructure, Data Centers, Network Planning And Design, Scalability, Configuration Management, Data Migration
Beginner · Course · 1 - 4 Weeks
Madecraft
Skills you'll gain: Professional Networking, Web Presence, Interviewing Skills, Strategic Sourcing, Data Science, Recruitment, Blogs, Relationship Building, Professional Development, Job Analysis, Gap Analysis, Rapport Building, Professionalism, Communication Strategies, Follow Through, Applicant Tracking Systems, Business Correspondence, Keyword Research, GitHub, Project Portfolio Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Microsoft Excel, Excel Formulas, Data Storytelling, Mergers & Acquisitions, Data Transformation, Interactive Data Visualization, Spreadsheet Software, Data Presentation, Business Valuation, Financial Modeling, Case Studies, Analysis, Financial Statement Analysis, Financial Analysis, Market Data, Benchmarking
Intermediate · Course · 1 - 4 Weeks