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.

Coursera
Skills you'll gain: Debugging, Scripting, Python Programming, Software Development
Intermediate · Guided Project · Less Than 2 Hours

Kennesaw State University
Skills you'll gain: Lean Methodologies, Lean Six Sigma, Six Sigma Methodology, Performance Measurement, Quality Improvement, Process Improvement, Process Improvement and Optimization, Performance Metric, Lean Manufacturing, Kaizen Methodology, Continuous Improvement Process, Operational Efficiency, Kanban Principles, Statistical Methods, Analysis, Statistical Analysis
Mixed · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Health Informatics, Verbal Strategic Communication, Strategic Communication, Health Technology, Strategic Planning, Business Analysis Tools, Business Planning, Innovation, Telehealth, Organizational Strategy, Design Thinking, Health Information Management, Business Strategy, Strategic Leadership, Informatics, Health Care Administration, Strategic Thinking, Emerging Technologies, Agile Methodology
Beginner · Course · 1 - 4 Weeks

LearnQuest
Skills you'll gain: Dashboard Creation, Data Ethics, Predictive Modeling, No-Code Development, Model Deployment, Data Visualization, Data Presentation, Responsible AI, Data-Driven Decision-Making, Interactive Data Visualization, Advanced Analytics, Product Improvement, Business Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Business Analytics, AI Enablement, Data Cleansing, Business Metrics, Predictive Analytics, Data Architecture
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Market Data, Financial Analysis, Investment Management, Return On Investment, Portfolio Risk, Accruals
Beginner · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Unreal Engine, C++ (Programming Language), C and C++, Data Structures, Video Game Development, Data Storage, Game Design, Computer Programming, Programming Principles, Computational Logic, Algorithms
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: System Monitoring, Dashboard Creation, Event Monitoring, Microsoft Azure, Application Performance Management, Continuous Monitoring, Cloud Management, Performance Tuning, Virtual Machines, Incident Management, Query Languages, Resource Management
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Prompt Engineering, Anthropic Claude, Experience Design, Generative AI, LLM Application, User Interface and User Experience (UI/UX) Design, Application Programming Interface (API), Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Integrations, Application Development, Authentications, Context Management
Intermediate · Course · 1 - 4 Weeks

University of Toronto
Skills you'll gain: Human Centered Design, Design Thinking, Change Management, Storytelling, Organizational Change, Data Storytelling, Data Analysis, Complex Problem Solving, Social Impact, Stakeholder Analysis, Persuasive Communication, Innovation, Quantitative Research, Strategic Communication, Analytics, Ideation, Diversity and Inclusion, Qualitative Research, Diversity Awareness
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Descriptive Statistics, R (Software), Statistical Hypothesis Testing, Correlation Analysis, Tidyverse (R Package), Data Analysis, Regression Analysis, Probability & Statistics, Statistical Methods, Data Analysis Software, Data Import/Export, Statistical Analysis, R Programming, Data Wrangling, Statistical Software, Statistical Programming, Data Manipulation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Industrial and Organizational Psychology, Self-Awareness, Professional Development, Personal Development, Personal Attributes, Behavior Management, Employee Engagement, Professionalism, Positivity, Growth Mindedness, Habit Formation, Psychology, Workplace inclusivity, Psychological Evaluations, Employee Relations, On-The-Job Training, Decision Making, Influencing, Surveys, Persuasive Communication
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Dashboard Creation, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Descriptive Analytics, Simulations, Predictive Modeling, Regression Analysis, Data Visualization, MLOps (Machine Learning Operations), Decision Making, Decision Tree Learning, Keras (Neural Network Library)
Intermediate · Specialization · 3 - 6 Months