Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

LearnKartS
Skills you'll gain: Control Objectives for Information and Related Technology (COBIT), Performance Measurement, Governance Risk Management and Compliance, IT Management, Governance, Compliance Management, Regulatory Compliance, Risk Management, Performance Management, Program Implementation, Process Capability, Key Performance Indicators (KPIs), Stakeholder Management, Goal Setting, Digital Transformation, Change Management, Auditing, Process Management, Organizational Structure, Business Process
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Theoretical Computer Science, Algorithms, Computational Thinking, Data Structures, Design Strategies, Quantum computing, Applied Mathematics, Python Programming, Analysis
Build toward a degree
Advanced · Course · 1 - 4 Weeks

University at Buffalo
Skills you'll gain: Blockchain, Emerging Technologies, Distributed Computing, Cloud Platforms, Microsoft Azure, Platform As A Service (PaaS), File Systems, Application Development, Scalability, Data Storage
Intermediate · Course · 1 - 4 Weeks

Kennesaw State University
Skills you'll gain: LinkedIn, Professional Networking, Professional Development, Mentorship, Rapport Building, Relationship Building, Professionalism, People Development, Relationship Management, Habit Formation, Growth Mindedness, Adaptability, Personal Development, Lifelong Learning, Self-Awareness
Beginner · Course · 1 - 3 Months

Skills you'll gain: Microsoft Azure, Azure Active Directory, Virtual Machines, Virtual Private Networks (VPN), Cloud Computing, Disaster Recovery, Azure DevOps, Containerization, Cloud Infrastructure, Cloud Storage, IT Management, Role-Based Access Control (RBAC), Scalability, Data Management, User Accounts, Identity and Access Management, Authorization (Computing), Network Security, Continuous Monitoring, System Configuration
Beginner · Specialization · 1 - 3 Months

LearnKartS
Skills you'll gain: Prompt Engineering, Vibe coding, Prompt Engineering Tools, User Requirements Documents, Secure Coding, Functional Requirement, Functional Specification, Development Environment, Hardening, Application Security, Software As A Service, Full-Stack Web Development, LLM Application, Software Development Tools, Web Development Tools, Application Development, Web Development, GitHub, Debugging, Version Control
Beginner · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Data Storytelling, Web Scraping, Google Sheets, Data Visualization, Data Presentation, Statistical Visualization, Spreadsheet Software, Large Language Modeling, Tableau Software, Data Literacy, Dashboard, Pandas (Python Package), Time Series Analysis and Forecasting, Probability & Statistics, Extract, Transform, Load, Statistical Analysis, Statistics, Data Manipulation, Data Analysis, Descriptive Statistics
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Prioritization, Productivity, Strategic Prioritization, Productivity Software, Telecommuting, Scheduling, Workflow Management, Goal Setting
Intermediate · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Estimation, Business Metrics, Decision Making, Cost Estimation, Risk Management, Data-Driven Decision-Making, Project Estimation, Systems Of Measurement, Decision Intelligence, Bayesian Statistics, Quantitative Research, Risk Analysis, Small Data, Analysis, Sample Size Determination, Problem Solving, Sampling (Statistics), Business Analysis, Statistical Inference, Business Strategy
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Storytelling, Dashboard, Looker (Software), Business Reporting, Dashboard Creation, Management Reporting, Performance Reporting, Marketing Analytics, Data Presentation, Key Performance Indicators (KPIs), Data-Driven Marketing, Data Visualization, Marketing Effectiveness, Star Schema, Snowflake Schema, Business Intelligence, Interactive Data Visualization, Data Modeling, Pivot Tables And Charts, Stakeholder Communications
Beginner · Course · 3 - 6 Months

Alberta Machine Intelligence Institute
Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, Generative AI Agents, Prompt Patterns, Agentic systems, LLM Application, Agentic Workflows, LangChain, AI Workflows, Large Language Modeling, Vision Transformer (ViT), AI powered creativity, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Machine Learning, Python Programming, Probability & Statistics
Intermediate · Specialization · 1 - 3 Months

University of Michigan
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Reinforcement Learning, Research Reports, Machine Learning, Scenario Testing, Environmental Monitoring
Beginner · Specialization · 1 - 3 Months