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.

Johns Hopkins University
Skills you'll gain: Algebra, Applied Mathematics, Graphing, Mathematical Modeling, Advanced Mathematics, Calculus, Predictive Modeling
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Drupal, Content Management Systems, Content Management, Project Management Life Cycle, Business Requirements, Requirements Analysis, Content Development and Management, Business Analysis, Web Design and Development, UI Components, Blogs, Driving engagement, Application Deployment, Portfolio Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Branding, Brand Awareness, Brand Management, Brand Strategy, Brand Loyalty, Marketing Effectiveness, Case Studies, Performance Measurement, Strategic Marketing, Marketing Psychology, Customer Insights, Business Metrics, Qualitative Research, Customer Analysis, Consumer Behaviour, Performance Metric, Market Research, Statistical Analysis
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: NumPy, Pandas (Python Package), File I/O, Image Analysis, Data Manipulation, Matplotlib, Web Design and Development, Computer Vision, Data Analysis, Plot (Graphics), Object Oriented Design, Python Programming, Database Systems, Application Design, Programming Principles, Code Reusability, Scripting, File Management, Data Structures, UI Components
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Active Directory, Azure Active Directory, Virtual Machines, Group Policy, Hyper-V, Microsoft Servers, Windows Servers, Virtualization and Virtual Machines, Cloud Infrastructure, Containerization, Virtualization, Remote Access Systems, Microsoft Azure, Virtual Private Networks (VPN), Virtual Networking, Network Security, Dynamic Host Configuration Protocol (DHCP), Hybrid Cloud Computing, Windows PowerShell, Data Storage Technologies
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Code Reusability, Object Oriented Programming (OOP), Jupyter, Computer Programming, Python Programming, Electrical and Computer Engineering, Program Development, Simulation and Simulation Software, Computational Logic, Hardware Design, Electronic Systems, Simulations, Process Modeling, Programming Principles
★ 4.7 (25) · Beginner · Guided Project · Less Than 2 Hours

Howard University
Skills you'll gain: Data Wrangling, Regression Analysis, Data Manipulation, Dimensionality Reduction, Data Science, Python Programming, Data Preprocessing, Predictive Modeling, Statistical Modeling, Data Analysis, Statistical Methods, Linear Algebra, Predictive Analytics, Model Training, Unsupervised Learning, Model Evaluation
★ 4.4 (8) · Mixed · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Non-Verbal Communication, Storytelling, Conflict Management, Interpersonal Communications, Driving engagement, Rapport Building, Diversity Awareness, Workplace inclusivity, Cultural Responsiveness, Empathy & Emotional Intelligence, Cultural Sensitivity, Ethical Standards And Conduct, Psychology, Vulnerability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Cloud API, Google Cloud Platform, Text Mining, Application Programming Interface (API), LLM Application, Large Language Modeling, Generative AI, Prompt Engineering, Natural Language Processing, Jupyter, Python Programming, Classification Algorithms
★ 4.1 (7) · Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Workplace Bullying Intervention, Rapport Building, Conflict Management, Relationship Building, Workplace inclusivity, Interpersonal Communications, Empathy, Culture Transformation, Communication, Industrial and Organizational Psychology, Compliance Reporting, Advocacy, Diversity Awareness
★ 4.7 (22) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Professionalism, Telephone Skills, Interviewing Skills, Conflict Management, Growth Mindedness, Professional Development, Strong Work Ethic, Business Correspondence, Ethical Standards And Conduct, Trustworthiness, Personal Integrity, Personal Development, Verbal Communication Skills, Communication, Interpersonal Communications, Business Communication, Social Skills, Tactfulness, Composure, Non-Verbal Communication
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Maintainability, Debugging, Style Guides, Software Documentation, Programming Principles, Quality Assurance
★ 4.8 (12) · Intermediate · Course · 1 - 4 Weeks