Applied Machine Learning Courses
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.
Popular Applied Machine Learning Courses and Certifications
University of Colorado Boulder
Skills you'll gain: Scientific Visualization, NumPy, Data Visualization, Debugging, Matplotlib, Numerical Analysis, Engineering Calculations, Code Reusability, Integrated Development Environments, Computational Thinking, Engineering Analysis, Programming Principles, Data Analysis, Computer Programming, Model Optimization
Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: NumPy, Python Programming, Artificial Intelligence, Programming Principles, Tensorflow, Data Structures, Development Environment, Software Installation, Data Manipulation, Package and Software Management
Fractal Analytics
Skills you'll gain: Computing Platforms, Cybersecurity, Linear Algebra, Critical Thinking, Probability & Statistics
Skills you'll gain: HR Tech, Human Resources Software, People Analytics, Human Resources Information System (HRIS), Human Resource Strategy, Human Resource Management, Employee Performance Management, Human Resources, Human Resources Management and Planning, Workflow Management, Workforce Management, Performance Appraisal, Performance Management, Performance Measurement, Data-Driven Decision-Making, Employee Training, Payroll Systems, Training and Development, Automation, Payroll Processing
Skills you'll gain: Insurance, Underwriting, Claims Processing, Insurance Policies, Insurance and Warranty Claims Processing, Lending and Underwriting, Actuarial Science, Financial Services, Operational Risk, Risk Management, Customer Complaint Resolution, Financial Regulation, Compliance Management, Regulatory Compliance, Law, Regulation, and Compliance, Digital Transformation, Regulatory Requirements, Information Technology, Management Information Systems
Stanford University
Skills you'll gain: Patient Communication, Primary Care, Patient Education And Counseling, Patient-centered Care, Care Management, Patient Education and Support, Care Coordination, Patient Evaluation, Oncology, Caregiving, Health Assessment, Patient Referral, Chronic Diseases, Medical History Documentation, Long Term Care, Preventative Care, Family Support, Mental Health
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
Rice University
Skills you'll gain: Behavioral Economics, Portfolio Management, Investments, Wealth Management, Portfolio Risk, Financial Market, Investment Management, Asset Management, Consumer Behaviour, Market Dynamics, Capital Markets, Decision Making, Finance, Market Analysis, Financial Trading, Equities, Securities Trading
Skills you'll gain: Data Engineering, Data Pipelines, Data Transformation, Extract, Transform, Load, Data Integration, Data Warehousing, Software Engineering Tools, Data Import/Export, Stored Procedure, Data Sharing, SQL, Data Analysis, GitHub, Microsoft Visual Studio, Command-Line Interface, Application Deployment
Fractal Analytics
Skills you'll gain: Generative AI, Generative AI Agents, Retrieval-Augmented Generation, Enterprise Architecture, Metadata Management, Data Science, Machine Learning
Johns Hopkins University
Skills you'll gain: Generative Adversarial Networks (GANs), AI Security, Fraud detection, Model Evaluation, Feature Engineering, Cybersecurity, Cyber Security Strategy, Reinforcement Learning, Model Optimization, Data Synthesis
Rice University
Skills you'll gain: File I/O, Data Persistence, Development Environment, Data Access, Data Structures, Data Storage, Python Programming, Program Development, Integrated Development Environments, Scripting Languages, Debugging
In summary, here are 10 of our most popular applied machine learning courses
- Introduction to Python for Scientific Computing:Â University of Colorado Boulder
- Practical Python for AI Coding 1:Â Korea Advanced Institute of Science and Technology(KAIST)
- Quantum Computing For Everyone - An Introduction:Â Fractal Analytics
- HR Systems, Analytics and Performance Tools:Â EDUCBA
- Complete Insurance Operations & Risk Management:Â EDUCBA
- Health After Cancer: Cancer Survivorship for Primary Care:Â Stanford University
- Microsoft Big Data Management and Analytics:Â Microsoft
- Biases and Portfolio Selection:Â Rice University
- Introduction to Modern Data Engineering with Snowflake:Â Snowflake
- Data Frameworks for Generative AI:Â Fractal Analytics
