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: Public Health, Public Safety and National Security, Policy Analysis, Research, and Development, Public Policies, Social Studies, Social Sciences, Advocacy, Community Organizing, Law, Regulation, and Compliance
★ 3.6 (22) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: User Interface (UI), User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, UI Components, Code Reusability, Maintainability, Application Design, Property Management Systems, Application Development, Program Development, Microsoft Windows, Object Oriented Programming (OOP), Python Programming
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Active Directory, Group Policy, Windows PowerShell, File Management, Windows Servers, Remote Access Systems, Hyper-V, Public Key Infrastructure, Software-Defined Networking, Microsoft Servers, Microsoft Windows, Dynamic Host Configuration Protocol (DHCP), Containerization, Server Administration, Network Troubleshooting, Docker (Software), Virtual Private Networks (VPN), Operating System Administration, Hardening, Systems Administration
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Program Management, Communication Planning, Project Documentation, Project Management Software, Process Modeling, Project Management, Diagram Design, Program Development, Agile Methodology, Communication Strategies, Strategic Communication
★ 4.4 (10) · Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Robotic Process Automation, Product Automation, Mobile Development Tools, Customer Insights, Automation, Business Process Automation, Workflow Management, Web Scraping, E-Commerce, Development Environment, Data Import/Export, Analysis, Competitive Analysis, Hypertext Markup Language (HTML)
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Apache Hadoop, Apache Hive, Big Data, Database Design, Data Processing, Distributed Computing, Scalability, Data Pipelines, Query Languages, Data Cleansing, Data Transformation, Data Management, Analytics, Data Preprocessing, Data Analysis, File Management
Mixed · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform, Artificial Intelligence, Digital Transformation, Data Ethics, Responsible AI, Data Quality, AI literacy, Machine Learning, Model Training, Cloud API, Applied Machine Learning, Model Deployment, Computer Vision, Natural Language Processing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Logistic Regression, SAS (Software), Predictive Analytics, Predictive Modeling, Advanced Analytics, Feature Engineering, Statistical Software, Model Evaluation, Data Analysis, Statistical Analysis, Regression Analysis, Statistical Modeling, Exploratory Data Analysis, Correlation Analysis, Statistical Methods, Statistical Hypothesis Testing, Probability & Statistics, Data Transformation, Descriptive Statistics, Graphing
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Mathematics Education, Education Software and Technology, Instructional Strategies, Teaching, Digital pedagogy, Curriculum Planning, Simulations, Simulation and Simulation Software, Design Strategies, Interactive Design, Display Devices
★ 4.9 (24) · Intermediate · Course · 1 - 3 Months

Logical Operations
Skills you'll gain: Data Cleansing, Data Preprocessing, Unit Testing, Package and Software Management, Python Programming, Data Science, Computer Programming, Debugging, Scripting, Software Development, Machine Learning, Database Application, Object Oriented Programming (OOP), Regression Analysis, Programming Principles, Scripting Languages, Databases, Object Oriented Design, Relational Databases, User Interface (UI) Design
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Technical Analysis, Equities, Portfolio Management, Investment Management, Tax Management, Tax Planning, Financial Market, Private Equity, Investments, Market Trend, Market Data, Business Valuation, Financial Analysis, Market Analysis, Operational Analysis, Financial Trading, Return On Investment, Trend Analysis, Performance Analysis, Financial Statement Analysis
Mixed · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Eclipse (Software), Java, Integrated Development Environments, Java Programming, Code Reusability, Functional Design
★ 4.2 (21) · Intermediate · Guided Project · Less Than 2 Hours