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: Data Visualization, Data Presentation, Responsible AI, Prompt Engineering, Prompt Patterns, Data Analysis, Spreadsheet Software, AI Enablement
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Model Evaluation, Model Training, Exploratory Data Analysis, Data Cleansing, Text Mining, Scikit Learn (Machine Learning Library), Probability & Statistics, Natural Language Processing, Data Preprocessing, Social Media Analytics, Data Analysis, Classification Algorithms, Python Programming, Applied Machine Learning, Predictive Analytics, Machine Learning, Automation
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Keras (Neural Network Library), Model Optimization, Artificial Neural Networks, Applied Machine Learning, Model Training, Deep Learning, Python Programming, Performance Tuning, Machine Learning
Intermediate · Guided Project · Less Than 2 Hours

Eindhoven University of Technology
Skills you'll gain: Business Process Improvement, Process Analysis, Process Improvement, Business Process Management, Data Mining, Process Design, Business Process Modeling, Process Modeling, Operational Analysis, Performance Analysis, Real Time Data, Data-Driven Decision-Making, Data Science, Predictive Modeling, Verification And Validation, Model Evaluation
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Talent Pipelining, Prompt Engineering, Talent Acquisition, Team Performance Management, Performance Management, Smart Goals, Google Gemini, Time Management, Performance Appraisal, Interviewing Skills, Responsible AI, Culture Transformation, Workforce Planning, Generative AI, ChatGPT, Employee Onboarding, Recruitment, Employee Engagement, Key Performance Indicators (KPIs), Prompt Engineering Tools
Intermediate · Specialization · 1 - 3 Months

University of Michigan
Skills you'll gain: Instructional Design, Adult Learning Principles, Teaching, Education Software and Technology, Learning Theory, Health Education, Digital pedagogy, Learning Styles, Clinical Practices, Technology Strategies, Liberal Arts
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Feature Engineering, Exploratory Data Analysis, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data Manipulation, Applied Machine Learning, NumPy, Statistical Machine Learning, Classification Algorithms, Data Preprocessing, Data Processing, Data Wrangling, Python Programming, Regression Analysis, Predictive Modeling, Machine Learning Algorithms, Machine Learning, Model Evaluation, Data Science, Statistical Hypothesis Testing
Beginner · Course · 1 - 4 Weeks

Cisco Learning and Certifications
Skills you'll gain: Network Troubleshooting, Wireless Networks, Virtual Local Area Network (VLAN), Network Performance Management, Local Area Networks, Network Infrastructure, Network Administration, Network Architecture, Network Support, Network Monitoring, Network Planning And Design, System Configuration, TCP/IP, Command-Line Interface, Performance Tuning, Configuration Management, Package and Software Management, Scalability
Beginner · Course · 1 - 4 Weeks

Sage Publications
Skills you'll gain: Human Resources, Human Capital, Human Resources Management and Planning, HR Tech, People Analytics, Human Resource Strategy, Talent Management, Case Studies, Workforce Development, Data Ethics, Workforce Planning, Workforce Management, Human Resource Policies, Business Ethics, Talent Acquisition, Talent Recruitment, People Development, Decision Making, Business Reporting, Business Development
Intermediate · Course · 1 - 3 Months

Rutgers the State University of New Jersey
Skills you'll gain: Lean Six Sigma, Lean Manufacturing, Manufacturing Operations, Lean Methodologies, Process Improvement, Production Management, Operations Management, Operations, Process Improvement and Optimization, Production Process, Six Sigma Methodology, Operational Efficiency, Quality Improvement, Process Optimization, Supply Chain, Kanban Principles, Inventory Control, Inventory and Warehousing, Inventory Management, Inventory Management System
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: LinkedIn, Professional Networking, Growth Mindedness, Personal Development, Interviewing Skills, Goal Setting, Self-Awareness, Web Presence, Accountability Frameworks, Culture Transformation, Lifelong Learning, Financial Planning, Finance, Follow Through, Self-Motivation, Accountability, Business Transformation, Professionalism, Adult Education, Relationship Building
Beginner · Course · 1 - 3 Months

Deep Teaching Solutions
Skills you'll gain: Instructional Strategies, Teaching, Education and Training, Learning Strategies, Pedagogy, Lecturing, Learning Theory, Differentiated Instruction, Student Engagement, Human Learning, Interactive Learning, Learning Styles, Stress First Aid, Mental Concentration, Student-Centred Learning, Neurology, Child Development, Habit Formation
Beginner · Course · 1 - 4 Weeks