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
Taipei Medical University
Skills you'll gain: Nephrology, Dialysis, Pharmacotherapy, Medication Therapy Management, Pharmacology, Drug Interaction, Chronic Diseases, Medication Administration, Urinalysis, Clinical Monitoring, Physiology, Patient Evaluation, Drug Development, Diagnostic Tests, Pharmaceutical Terminology, Patient Safety, Patient Education And Counseling, Epidemiology, Public Health
Johns Hopkins University
Skills you'll gain: Social Network Analysis, Network Analysis, Responsible AI, Social Media Analytics, Graph Theory, Machine Learning Methods, R (Software), Machine Learning, Machine Learning Software, Model Training, Machine Learning Algorithms, Model Optimization, Model Evaluation, Social Sciences, Statistical Analysis, Amazon Web Services, Tensorflow, Data Ethics, Large Language Modeling, Applied Machine Learning
Birla Institute of Technology & Science, Pilani
Skills you'll gain: Electronic Systems, Semiconductors, Basic Electrical Systems, Electrical Engineering, Electronics, Electronic Hardware, Electronic Components, Electronics Engineering, Electrical Power, Power Electronics, Electrical Systems, Engineering Analysis, Network Analysis, Engineering Calculations, Control Systems, Mathematical Modeling, Applied Mathematics
University of Michigan
Skills you'll gain: LLM Application, Prompt Patterns, Large Language Modeling, Prompt Engineering, Generative AI, Token Optimization, Applied Machine Learning, Generative Model Architectures, Fine-tuning, Python Programming, Model Training, Open Source Technology, Model Optimization
Skills you'll gain: 3D Assets, 3D Modeling, Cinematography, Animations, Computer Graphics, Computer Graphic Techniques, Post-Production, Visualization (Computer Graphics), Animation and Game Design, Visual Storytelling, Virtual Environment, Graphical Tools, Simulation and Simulation Software, Geometry, Simulations, Field-Programmable Gate Array (FPGA)
Minnesota State University, Mankato
Skills you'll gain: Healthcare Project Management, Project Scoping, Goal Setting, Smart Goals, Project Management, Clinical Leadership, Project Management Life Cycle, Project Planning, Scope Management, Stakeholder Management, Project Coordination, Healthcare Industry Knowledge, Stakeholder Engagement, Health Care Procedure and Regulation, Project Documentation, Health Systems, Project Implementation, Stakeholder Communications, Communication Planning, Risk Management
DeepLearning.AI
Skills you'll gain: Data Storytelling, Web Scraping, Google Sheets, Data Visualization, Data Presentation, Statistical Visualization, Spreadsheet Software, Large Language Modeling, Tableau Software, Data Literacy, Dashboard, Pandas (Python Package), Time Series Analysis and Forecasting, Probability & Statistics, Extract, Transform, Load, Statistical Analysis, Statistics, Data Manipulation, Data Analysis, Descriptive Statistics
Skills you'll gain: Investigation, Fraud detection, Specialized Accounting, Auditing, Litigation Support, Financial Auditing, Financial Accounting, Digital Forensics, Accounting, Legal Support, Report Writing, Employee Training, Internal Controls, Risk Analysis, Compliance Training, Case Studies, Business
Rice University
Skills you'll gain: Programming Principles, Python Programming, Computational Logic, Development Environment, Computer Programming, Program Development, Integrated Development Environments, Debugging
Yale University
Skills you'll gain: Clinical Trials, Software Development Life Cycle, Medical Devices, Software Quality Assurance, Usability, Software Development, Medical Privacy, Software Quality (SQA/SQC), Verification And Validation, Human Factors, Biomedical Engineering, Risk Management, User Interface (UI), Software Design, Regulatory Compliance, Health Technology, Machine Learning, Software Testing, Entrepreneurship, User Research
Amazon Web Services
Skills you'll gain: Serverless Computing, AWS Identity and Access Management (IAM), Event-Driven Programming, Solution Architecture, Cloud Computing Architecture, Cloud Solutions, User Accounts, Identity and Access Management, Amazon Web Services, Software Architecture, IT Security Architecture, Back-End Web Development, API Gateway, Hybrid Cloud Computing, Cloud Engineering, Systems Architecture, Cloud Management, Information Technology Architecture, Data Analysis, Data Visualization
In summary, here are 10 of our most popular applied machine learning courses
- Pharmacokinetics: Drug Dosing in Renal Disease:Â Taipei Medical University
- Social Computing:Â Johns Hopkins University
- Basic Electronics:Â Birla Institute of Technology & Science, Pilani
- Llama for Python Programmers:Â University of Michigan
- Blender 3D – Model a Medieval Researcher's Desk: Packt
- Foundations of Healthcare Project Management:Â Minnesota State University, Mankato
- DeepLearning.AI Data Analytics:Â DeepLearning.AI
- Forensic Accounting: Detect, Investigate & Prevent Fraud:Â EDUCBA
- Python Programming Essentials:Â Rice University
- Introduction to Medical Software:Â Yale University
