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: Big Data, Data Processing, Data Analysis, Analysis
★ 4.6 (13) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Architectural Drawing, AutoCAD, Technical Drawing, Drafting and Engineering Design, Computer-Aided Design, Engineering Drawings, Commercial Construction, Building Design, Architectural Design
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Databricks, Data Governance, Microsoft Azure, Data Lakes, Real Time Data, Data Management, Data Integration, Data Pipelines, Metadata Management, Data Import/Export, User Provisioning, Performance Tuning
★ 4.9 (7) · Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Data Import/Export, NumPy, Pandas (Python Package), Pivot Tables And Charts, Business Reporting, Data Manipulation, Analytics, Performance Reporting, Data Cleansing, Data Analysis, Data Transformation, Data Management, Linear Algebra
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft SQL Servers, SQL, Relational Databases, Database Management, Database Design, Transact-SQL, Database Development, Database Management Systems, Server Administration, Query Languages, Databases, Database Administration, Database Software, Database Architecture and Administration, Data-Driven Decision-Making, Data Sharing, Data Manipulation, Data Processing, Scripting Languages, System Requirements
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Retrieval-Augmented Generation, Large Language Modeling, LLM Application, Development Environment, Prompt Patterns, Multimodal Prompts, Tool Calling, Embeddings, Generative AI Agents, Vector Databases, User Interface (UI), Prompt Engineering Tools, OpenAI API, Generative AI, Program Development, Agentic systems, Plot (Graphics), Software Development Tools, AI Integrations, Augmented Reality
★ 4.4 (19) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Sprint Retrospectives, Kanban Principles, Agile Product Development, Sprint Planning, Agile Project Management, Project Risk Management, Lean Methodologies, Risk Management, Agile Software Development, Agile Methodology, Team Building, Risk Mitigation, Workflow Management, Project Planning, Performance Metric, Team Performance Management, Release Management, Process Development, Scope Management, Continuous Improvement Process
Mixed · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Model Training, Artificial Intelligence and Machine Learning (AI/ML), Sampling (Statistics), Decision Intelligence, Statistical Methods, Model Deployment, Statistical Modeling, Human Machine Interfaces, Performance Metric, Performance Analysis, Applied Machine Learning, Machine Learning, Business Metrics, Predictive Analytics, Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Model Training, Applied Machine Learning, Google Cloud Platform, Cloud Applications, Image Analysis, Cloud Computing, Cloud Storage, Predictive Modeling, Predictive Analytics, Data Import/Export
★ 4.1 (13) · Intermediate · Project · Less Than 2 Hours
University of Michigan
Skills you'll gain: Programming Principles, Computer Programming, Python Programming, Software Installation, Program Development, Development Environment
★ 4.7 (41) · Mixed · Course · 1 - 3 Months

Politecnico di Milano
Skills you'll gain: Energy and Utilities, Facility Management and Maintenance, Property Management Systems, Building Services Engineering, Facility Management, Plant Operations and Management, Thermal Management, Building Codes, HVAC, Simulation and Simulation Software, Sustainable Engineering, Sustainable Design
★ 4.5 (183) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: File I/O, C++ (Programming Language), Object Oriented Design, Object Oriented Programming (OOP), C and C++, Debugging, Data Structures, C (Programming Language), Code Reusability, Development Environment, Program Development, Programming Principles, Computer Programming, Memory Management, Computer Programming Tools, Data Persistence, Algorithms, Data Management, Computational Logic
★ 4.7 (20) · Intermediate · Specialization · 1 - 3 Months