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: MITRE ATT&CK Framework, Threat Modeling, Threat Management, Cybersecurity, Application Security, IT Security Architecture, Azure Active Directory, Security Strategy, Internet Of Things, Secure Coding, Security Controls, Microsoft Azure, Identity and Access Management, Asset Management
★ 4.6 (102) · Beginner · Course · 1 - 4 Weeks

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Structural Analysis, Construction, Structural Engineering, Architecture and Construction, Civil and Architectural Engineering, Civil Engineering, Materials science, Engineering Analysis, Engineering Calculations, Mechanics, Applied Mathematics
★ 4.8 (49) · Beginner · Course · 1 - 3 Months

Skills you'll gain: HR Tech, Human Resources Software, People Analytics, Human Resources Information System (HRIS), Human Resource Strategy, Human Resource Management, Employee Performance Management, Human Resources, Human Resources Management and Planning, Workflow Management, Workforce Management, Performance Appraisal, Performance Management, Performance Measurement, Data-Driven Decision-Making, Employee Training, Payroll Systems, Training and Development, Automation, Payroll Processing
Mixed · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: Resilience, Teaching, Systems Thinking, Diversity Awareness, Adaptability, Adult Education, Instructional Design, Digital pedagogy, Constructive Feedback, Higher Education, Goal Setting
★ 4.8 (62) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Embeddings, Natural Language Processing, Keras (Neural Network Library), Generative AI, Generative Model Architectures, Artificial Neural Networks, Data Preprocessing, Text Mining, Model Evaluation, Tensorflow, Model Training
★ 5 (10) · Mixed · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Competitive Analysis, Value Propositions, Target Market, Target Audience, Product Improvement, Product Management, User Experience, Product Development, Product Design, Product Strategy, Customer Analysis, Product Planning, Agile Product Development, Market Analysis, Product Requirements, User Feedback, Product Testing, Continuous Improvement Process, Needs Assessment, Ideation
★ 4.6 (90) · Beginner · Course · 1 - 3 Months
McMaster University
Skills you'll gain: Peer Review, User Feedback, Project Documentation, Finance, Stakeholder Engagement, Portfolio Management, Constructive Feedback, Knowledge Transfer, Financial Market, General Finance, Financial Planning, Stakeholder Management, Financial Acumen, Presentations, Stakeholder Communications
★ 4.8 (83) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Commercial Lending, Commercial Banking, Banking, Banking Services, Lending and Underwriting, Consumer Lending, Bank Regulations, General Lending, Credit Risk, Retail Banking, Loan Origination, Loans, Financial Systems, Deposit Accounts, Financial Regulation, Mortgage Loans, Export Control, International Finance, Financial Regulations, Financial Industry Regulatory Authorities
★ 5 (15) · Mixed · Course · 1 - 4 Weeks

★ 4.9 (13) · Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Model Training, Failure Analysis, Deep Learning, AI Workflows, Applied Machine Learning, Data Pipelines, Analysis, Performance Metric
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Rmarkdown, Plot (Graphics), Box Plots, Descriptive Statistics, Scatter Plots, Histogram, Scientific Visualization, Jupyter, Matplotlib, Statistical Visualization, Data Manipulation, R (Software), Statistical Hypothesis Testing, Regression Analysis, Correlation Analysis, Data Visualization, Statistical Methods, Data Analysis, R Programming, Python Programming
★ 3.9 (25) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Portfolio Risk, Securities (Finance), Data Analysis, International Finance
★ 4.6 (12) · Beginner · Course · 1 - 4 Weeks