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.

Arizona State University
Skills you'll gain: Curiosity, Lean Methodologies, Design Thinking, Entrepreneurship, Commercialization, Innovation, Persona Development, Problem Solving, Sales Presentations, Customer Analysis, Presentations, Target Audience, Creative Problem-Solving, Customer Insights, Market Opportunities, Technology Solutions, Team Oriented, Market Research, Solution Design, Technology Strategies
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Loan Documentation, Banking, Loans, Commercial Banking, Commercial Lending, General Lending, Credit Risk, Operational Analysis, Transaction Processing, Reconciliation, Accounting
Beginner · Course · 1 - 3 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: Numerical Analysis, Engineering Calculations, Chemical Engineering, Engineering Analysis, Applied Mathematics, Differential Equations, Simulation and Simulation Software, Equipment Design, Process Engineering, Python Programming, Mathematical Modeling
Intermediate · Course · 1 - 3 Months

MathWorks
Skills you'll gain: Datamaps, Data Science, Spatial Data Analysis, Data Processing, Data Preprocessing, Machine Learning, Geographic Information Systems, Data Visualization, Data Analysis, Data Integration, Amazon Web Services, Cloud Computing, Matlab, Model Training, Data Cleansing, Regression Analysis, Classification Algorithms
Beginner · Course · 1 - 4 Weeks

Universidad Austral
Skills you'll gain: Model Optimization, Tensorflow, Fine-tuning, Deep Learning, Performance Tuning, Model Training, Model Deployment, Artificial Neural Networks, Machine Learning Methods, Machine Learning Algorithms, Algorithms
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: LangChain, LLM Application, Prompt Engineering, Responsible AI, Large Language Modeling, Hugging Face, Multimodal Prompts, Generative AI, Generative Model Architectures, Retrieval-Augmented Generation, Generative AI Agents, Risking, AI Orchestration, Fine-tuning, Python Programming, Vector Databases, Machine Learning, Agentic systems, Data Science
Beginner · Course · 3 - 6 Months

Skills you'll gain: Specialized Accounting, Tax Laws
Intermediate · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Sustainable Business, Sustainable Development, Corporate Sustainability, Business Planning, Product Development, Consumer Behaviour, Environmental Issue, Sustainability Reporting, Business Strategies, Enterprise Modeling, Product Design, Design Thinking, Market Research, Business Development, Communication Strategies
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Model Optimization, Large Language Modeling, Text Mining, Artificial Neural Networks, Natural Language Processing, Classification Algorithms, Model Training, Deep Learning, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Embeddings, Scikit Learn (Machine Learning Library), Transfer Learning, NumPy, Data Pipelines, Unstructured Data, Applied Machine Learning, Python Programming, Natural Language Processing, Dimensionality Reduction, AI Workflows, Machine Learning Methods, Scripting, Model Evaluation, Scientific Visualization, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Artificial Intelligence, Model Evaluation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Financial Trading, Artificial Intelligence, Market Trend, Technical Analysis, Applied Machine Learning, Algorithms, Securities Trading, Verification And Validation, Futures Exchange, Risk Management, Model Evaluation, Market Data, Machine Learning Algorithms, Machine Learning, Trend Analysis, Performance Analysis, Scripting, Scripting Languages, Finance
Beginner · Course · 1 - 3 Months