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.

Peking University
Skills you'll gain: Algorithms, Pseudocode, Theoretical Computer Science, Mathematical Modeling, Combinatorics, Computational Thinking, Applied Mathematics, Graph Theory, Mathematical Theory & Analysis, Network Routing, Bioinformatics, Design Strategies, Model Optimization
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Bash (Scripting Language), Shell Script, Linux Commands, Scripting, Linux, Scripting Languages, Linux Administration, Command-Line Interface, Remote Access Systems, OS Process Management, Automation, Computational Logic, File Management, DevOps, File I/O
Mixed · Course · 1 - 4 Weeks

Palo Alto Networks
Skills you'll gain: Cyber Operations, Cyber Threat Intelligence, Endpoint Security, Endpoint Detection and Response, Security Information and Event Management (SIEM), AI Security, Security Management, Continuous Monitoring, Threat Detection, Threat Management, Enterprise Security, Infrastructure Security, Incident Response, Malware Protection, AI Integrations, Automation, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Artificial Intelligence, AI literacy, Responsible AI, Generative AI, Open Source Technology, Large Language Modeling, Machine Learning, Model Evaluation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Oracle SQL Developer, SQL, Oracle Databases, Query Languages, Database Management, Pivot Tables And Charts, Data Analysis, Performance Tuning, Business Intelligence, Database Management Systems, Business Intelligence Software, Data Manipulation, Analytics, Analysis, Data Transformation, Business Reporting, Decision Making
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Security Controls, Scalability, Azure Synapse Analytics, Data Pipelines, Databases, Microsoft Azure, Data Governance, Extract, Transform, Load, Data Lakes, Databricks, NoSQL, Data Processing, Cloud Management, Big Data, Apache Spark, Dashboard Creation, Interactive Data Visualization, Large Language Modeling, Applied Machine Learning, Model Training
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Platform As A Service (PaaS), Application Deployment, Database Systems
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Adobe Photoshop, Photo Editing, Typography, AI powered creativity, Color Matching, Adobe Creative Cloud, Visual Storytelling, Graphic and Visual Design, Graphic and Visual Design Software, Design Elements And Principles, Graphics Software, Image Quality, Editing, Graphical Tools, AI Integrations, Post-Production, Creative Design, Layout Design
Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Sampling (Statistics), Sample Size Determination, Data Collection, Surveys, Quantitative Research, Statistical Methods, Statistical Analysis, Statistical Software, Probability & Statistics, Probability, Statistical Inference, Network Analysis, Research Design, Social Network Analysis
Beginner · Course · 1 - 3 Months

Goldman Sachs
Skills you'll gain: Grant Applications, Grant Writing, Business Planning, Financial Planning, Entrepreneurial Finance, Growth Strategies, Financial Management, Business Strategy, Proposal Development, Financial Analysis, Mergers & Acquisitions, Financial Acumen, Loans, Fundraising, Stakeholder Communications
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Transportation, Supply Chain, and Logistics, Logistics Management, Logistics, Supply Chain Systems, Supply Chain, Reverse Logistics, Warehousing, Supply Chain Management, Inventory and Warehousing, Transportation Management, Warehouse Management, Warehouse Operations, Transportation Operations, Performance Measurement, Inventory Management System, Operational Performance Management, Operational Excellence, Business Technologies, Inventory Control, Inventory Control Systems
Mixed · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Control Systems, Simulation and Simulation Software, Numerical Analysis, Simulations, Engineering Analysis, Automation Engineering, Engineering Calculations, Torque (Physics), Mechanics, Mathematical Modeling, Applied Mathematics
Advanced · Course · 1 - 3 Months