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.

Skills you'll gain: Database Theory, Database Systems, Database Development, Data Manipulation, System Requirements
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Simulations, Simulation and Simulation Software, Mathematics Education, Teaching, Interactive Design, Digital pedagogy, Experimentation, Design Reviews, Design Strategies, Chemistry, Physics, Biology
★ 5 (46) · Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Power Electronics, Electrical Systems, Torque (Physics), Electronic Components, Electric Power Systems, Energy and Utilities, Basic Electrical Systems, Electrical Engineering, Engineering, Scientific, and Technical Instruments, Engineering Calculations, High Voltage, Machine Controls, Semiconductors, Thermal Management, Mechanics
★ 4.4 (68) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Program Development, Code Reusability
Beginner · Course · 1 - 4 Weeks

Logical Operations
Skills you'll gain: Ggplot2, R Programming, Plot (Graphics), Data Visualization, Data Manipulation, Statistical Visualization, Statistical Modeling, Data Analysis, Data Science, Statistical Analysis, Statistical Machine Learning, Machine Learning Methods, Machine Learning, Decision Tree Learning, Machine Learning Algorithms, Regression Analysis, Data Structures, Computer Programming, Computer Programming Tools, Software Development
Mixed · Course · 1 - 3 Months
Codio
Skills you'll gain: Infrastructure as Code (IaC), Terraform, Docker (Software), Kubernetes, Program Development, Ansible, Containerization, Ubuntu, Cloud Management, Cloud Platforms, Cloud Deployment, Application Deployment, Firewall, Infrastructure As A Service (IaaS), Security Controls, Cloud Infrastructure, Unix, Development Environment, Amazon Web Services, IT Automation
★ 3.1 (38) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Mergers & Acquisitions, Capital Budgeting, Corporate Strategy, Capital Expenditure, Corporate Finance, Financial Analysis, Governance, Project Finance, Financial Management, Project Risk Management, Risk Analysis, Business Valuation, Corporate Tax, Finance, Budgeting, Investments, Cash Flow Forecasting, Decision Making, Analysis, Policy Analysis
Mixed · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, Model Evaluation, MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Model Training, Google Cloud Platform, Data Preprocessing, Forecasting, Feature Engineering, Cloud Deployment, Data Transformation, Recurrent Neural Networks (RNNs), Model Optimization, Applied Machine Learning, Continuous Monitoring, Deep Learning
Advanced · Course · 1 - 3 Months

Skills you'll gain: Conflict Management, Negotiation, Teamwork, Collaboration, Professional Development, Interpersonal Communications, Relationship Management, Team Performance Management, Self-Awareness, Team Management, Leadership and Management, Communication, Behavioral Management, Organizational Skills, Organizational Structure, Process Management, IT Management
Mixed · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Matplotlib, Web Scraping, Pivot Tables And Charts, Pandas (Python Package), Data Integration, Statistical Visualization, Data Manipulation, Exploratory Data Analysis, Data Wrangling, Data Visualization, Data-Driven Decision-Making, Data Transformation, Data Presentation, Data Processing, Data Cleansing, Data Preprocessing, Statistical Analysis, Seaborn, NumPy, Python Programming
★ 4.5 (42) · Beginner · Specialization · 3 - 6 Months

STARWEAVER
Skills you'll gain: Prompt Engineering, Generative AI Agents, CrewAI, AI Orchestration, Prompt Engineering Tools, Agentic Workflows, AI Workflows, AI Personalization, Generative AI, Application Design, Kubernetes, Artificial Intelligence, Containerization, Enterprise Application Management, Docker (Software), System Monitoring, Agentic systems, MLOps (Machine Learning Operations), Python Programming, Engineering
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: A/B Testing, Pandas (Python Package), Matplotlib, Plotly, Data Visualization, Statistical Methods, GitHub, Data Manipulation, Scientific Visualization, Statistical Hypothesis Testing, Version Control, Statistical Analysis, Data Science, Python Programming, NumPy, Data Processing, Data Analysis, Git (Version Control System), Collaborative Software, AI Workflows
★ 3.7 (9) · Beginner · Course · 1 - 3 Months