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.

University of Maryland, College Park
Skills you'll gain: Search Engine Marketing, Pay Per Click Advertising, Data-Driven Marketing, Marketing Analytics, Search Engine Optimization, Web Analytics, Web Analytics and SEO, Online Advertising, Data Presentation, Analytics, Model Evaluation, Digital Marketing, Apache Hadoop, Digital Advertising, Digital Marketing Tools, Machine Learning Methods, AI Personalization, Advertising, Social Media Strategy, Predictive Modeling
★ 4.5 (31) · Beginner · Specialization · 3 - 6 Months

University of Leeds
Skills you'll gain: Professional Networking, Communication, Lifelong Learning, Web Presence, Social Skills, Goal Setting, Constructive Feedback, Professional Development, Workforce Development, Willingness To Learn, Relationship Building, Adaptability, Planning, Personal Development, Resilience
★ 4.6 (45) · Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Model Deployment, Keras (Neural Network Library), Model Training, Tensorflow, Generative AI, Generative Model Architectures, Machine Learning Methods, Artificial Neural Networks
★ 4.3 (51) · Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Hardware Architecture, OSI Models, Computer Networking, Computer Hardware, Disaster Recovery, Virtual Local Area Network (VLAN), Network Administration, Network Architecture, Network Infrastructure, Database Management, General Networking, Network Troubleshooting, Relational Databases, Computer Systems, Wide Area Networks, Databases, Hardware Troubleshooting, Computer Architecture, Networking Hardware, IT Service Management
Beginner · Specialization · 1 - 3 Months

University of Michigan
Skills you'll gain: Continuous Improvement Process, Continuous Quality Improvement (CQI), Student-Centred Learning, Innovation, Education and Training, Process Improvement, Instructional Strategies, Program Evaluation, International Relations, Initiative and Leadership, Open Mindset, Systems Thinking, Policy Analysis, Leadership, Empowerment, Community Development, Collaboration, World History, Leadership and Management, Critical Thinking
★ 4.8 (76) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Cash Flows, Business Valuation, Financial Statement Analysis, Financial Statements, Financial Analysis, Balance Sheet, Financial Modeling, Financial Accounting, Profit and Loss (P&L) Management, Cash Flow Forecasting, Case Studies, Accounting, Financial Data, Financial Forecasting, Business, Business Analysis, Performance Analysis, Market Analysis, Market Dynamics
★ 5 (12) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Retrieval-Augmented Generation, OpenAI API, Prompt Patterns, AI Workflows, Generative Model Architectures, Fine-tuning, Model Deployment, Token Optimization, AI Integrations, Applied Machine Learning, Hugging Face, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Memory Management, Object Oriented Programming (OOP), Context Management, API Testing, Document Management, AI literacy, Model Optimization
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Object-Relational Mapping, Spring Framework, Hibernate (Java), Apache Maven, Model View Controller, Relational Databases, Database Design, MySQL, Java Programming, Databases, Web Applications, Java Platform Enterprise Edition (J2EE), Application Frameworks, Java, Full-Stack Web Development, Database Application, Authentications, Object Oriented Design, Back-End Web Development, Object Oriented Programming (OOP)
★ 4.7 (13) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Apache Maven, Java Programming, Java, Build Tools, Database Design, Java Platform Enterprise Edition (J2EE), Database Development, Database Application, Eclipse (Software), Full-Stack Web Development, CI/CD, Web Applications, Code Reusability, Continuous Integration, Model View Controller, Web Development, Authentications, Application Development, UI Components, Automation
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Retail Banking, Banking, Banking Services, Customer Service, Client Services, Customer Relationship Building, Financial Regulation, Customer Retention, Customer experience strategy (CX), Payment Systems, Payment Processing, Regulatory Compliance, Risk Management, Business Risk Management, Compliance Management, Compliance Training, Risk Management Framework, Regulatory Requirements, Financial Controls, Automated Clearing House
★ 4.9 (11) · Mixed · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Seaborn, Data Storytelling, Data Visualization, Data Presentation, Data Integration, A/B Testing, Data Import/Export, Statistical Hypothesis Testing, Text Mining, Data-Driven Decision-Making, Git (Version Control System), Matplotlib, Pandas (Python Package), Version Control, GitHub, Social Media Analytics, Statistical Analysis, Exploratory Data Analysis, Jupyter, NumPy
★ 4.3 (95) · Beginner · Specialization · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Education and Training, Empathy & Emotional Intelligence, Teaching, Curriculum Planning, Professional Development, Emotional Intelligence, Higher Education, Storytelling, Self-Awareness
★ 4.7 (67) · Advanced · Course · 1 - 4 Weeks