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.
Alberta Machine Intelligence Institute
Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Business Ethics, Generative AI, Ethical Standards And Conduct, AI Security, Law, Regulation, and Compliance, Regulatory Compliance, Regulatory Requirements, Governance, Information Privacy, Regulation and Legal Compliance, Accountability, Data Security
Beginner · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Professional Networking, Data Science, Artificial Intelligence and Machine Learning (AI/ML), Web Presence, Recruitment, Events and Conferences, Relationship Building, Job Analysis, Writing, Portfolio Management, Branding
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Network Security, Network Administration, Cryptography, Firewall, Cryptographic Protocols, Cybersecurity, Intrusion Detection and Prevention, Virtual Private Networks (VPN), Cloud Security, IT Security Architecture, Cyber Attacks, Security Controls, Public Key Infrastructure, Network Monitoring, Encryption, Network Planning And Design, Human Factors (Security), Local Area Networks, Virtual Local Area Network (VLAN), Network Switches
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cost Benefit Analysis, Cost Accounting, Gross Profit, Profit and Loss (P&L) Management, Financial Analysis, Risk Analysis, Operational Analysis, Management Accounting, Financial Planning, Cost Estimation, Business Risk Management, Cost Management, Income Statement, Performance Measurement, Business Mathematics, Risk Management
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Prompt Engineering, Generative AI, AI Product Strategy, Model Optimization, Risk Management Framework, Governance Risk Management and Compliance, Content Performance Analysis, Risk Management, Governance, Retrieval-Augmented Generation, Model Evaluation, Compliance Management, Data-Driven Decision-Making, Performance Analysis, Gap Analysis, Large Language Modeling, Performance Metric, Quality Assessment, Cost Benefit Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: International Financial Reporting Standards, Technical Accounting, Consolidation, Financial Reporting, Business Reporting, Financial Accounting, Generally Accepted Accounting Principles (GAAP), Equities, Financial Statement Analysis, Financial Statements, Accounting
Intermediate · Course · 1 - 4 Weeks

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

Coursera
Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Business Metrics, Model Training, Feature Engineering, Predictive Modeling, Random Forest Algorithm, Supervised Learning, Scikit Learn (Machine Learning Library), Performance Metric, Machine Learning Algorithms, Regression Analysis, Continuous Monitoring, Statistical Methods
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Usability, Content Management Systems, Content Management, Web Design, Web Content, Web Design and Development, Web Development, Web Components, Development Environment, Software Installation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Responsive Web Design, UI Components, HTML and CSS, Cascading Style Sheets (CSS), Bootstrap (Front-End Framework), Web Design, User Interface (UI), Web Design and Development, Typography, Interactive Design, User Interface (UI) Design, Web Components, Front-End Web Development, Interactive Learning, User Experience Design, Design Elements And Principles
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Educational Materials, Organizational Skills, Education Software and Technology, Learning Strategies, Digital pedagogy, Test Tools
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: LangChain, LLM Application, Prompt Patterns, Prompt Engineering, Model Deployment, Large Language Modeling, Token Optimization, Application Programming Interface (API), Application Deployment, Retrieval-Augmented Generation, LangGraph, OpenAI, Containerization, Continuous Deployment, Postman API Platform, Artificial Intelligence, Continuous Integration, Amazon Web Services, Authentications, Performance Analysis
Advanced · Course · 1 - 4 Weeks