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
Skills you'll gain: Web Services, Email Automation, Scripting, Automation, Python Programming, Restful API, Application Programming Interface (API), JSON, System Monitoring, Image Analysis, Debugging
Case Western Reserve University
Skills you'll gain: Emotional Intelligence, Compassion, Organizational Leadership, Coaching, Leadership Development, Business Leadership, Organizational Change, Personal Development, Leadership, Empathy, Self-Awareness, Stress Management, Positivity, Change Management, People Development, Mindfulness, Relationship Building
Universitat de Barcelona
Skills you'll gain: Digital pedagogy, Collaboration, Innovation, Higher Education, Problem Solving, Learning Strategies, Instructional Design, digital literacy, Complex Problem Solving, Critical Thinking
Duke University
Skills you'll gain: Prompt Engineering, Databricks, Large Language Modeling, Model Deployment, LLM Application, Generative AI, Performance Analysis, Retrieval-Augmented Generation, Generative Model Architectures, Apache Airflow, Workflow Management, Hugging Face, Amazon Bedrock, Vector Databases, Data Lakes, ChatGPT, Extract, Transform, Load, OpenAI, Multimodal Prompts, MLOps (Machine Learning Operations)
Johns Hopkins University
Skills you'll gain: Bioinformatics, Data Structures, Jupyter, Python Programming, Programming Principles, Object Oriented Programming (OOP), File I/O, Computational Logic, Package and Software Management, Data Manipulation
University of California, Davis
Skills you'll gain: Responsive Web Design, Color Theory, Version Control, Typography, HTML and CSS, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), GitHub, Git (Version Control System), Web Design, Web Design and Development, Web Development, Web Content Accessibility Guidelines, Front-End Web Development, Image Quality, Web Applications, Animations, Web Content, Mobile Development, User Interface (UI) Design
National Taiwan University
Skills you'll gain: Information Systems, Information Management, Business Logic, Data Structures, Transportation Operations, Information Technology, Production Planning, Operations Management, Business Operations, Inventory Control, Logistics, Algorithms, Computer Programming, Python Programming, Decision Making, Software Installation
Skills you'll gain: Regression Analysis, Data Science, Machine Learning Methods, R Programming, Statistical Inference, Applied Machine Learning, Machine Learning, Statistical Methods, Advanced Analytics, Data Analysis, Predictive Modeling
The George Washington University
Skills you'll gain: Clinical Practices, Program Standards, Patient Evaluation, Nurse Education, Virtual Environment, Safety Standards, Nursing, Communication Strategies, Medical Equipment and Technology, Continuous Quality Improvement (CQI), Constructive Feedback, Professional Development
Skills you'll gain: Model Evaluation, Feature Engineering, Bioinformatics, Dimensionality Reduction, Predictive Modeling, Deep Learning, Artificial Neural Networks, Pandas (Python Package), Drug Development, Unsupervised Learning, Scikit Learn (Machine Learning Library), Data Manipulation, Molecular Biology, Regression Analysis, Machine Learning Algorithms, Machine Learning
MedCerts
Skills you'll gain: Conflict Management, Cultural Responsiveness, Patient Education And Counseling, Patient-centered Care, Professionalism, Professional Development, Time Management, Emotional Intelligence, Teamwork, Interpersonal Communications, Conscientiousness, Communication, Trustworthiness, Empathy, Ethical Standards And Conduct, Strong Work Ethic, Stress Management, Relationship Building
Skills you'll gain: Computer Security Awareness Training, Cyber Risk, User Accounts, Exploitation techniques
In summary, here are 10 of our most popular applied machine learning courses
- Automating Real-World Tasks with Python: Google
- Inspiring Leadership through Emotional Intelligence: Case Western Reserve University
- Claves para la innovación en la docencia universitaria: Universitat de Barcelona
- Large Language Model Operations (LLMOps): Duke University
- Python for Genomic Data Science: Johns Hopkins University
- Web Development for Beginners: University of California, Davis
- 用 Python 做商管程式設計（一）(Programming for Business Computing in Python (1)): National Taiwan University
- Essential Causal Inference Techniques for Data Science: Coursera
- Essentials in Clinical Simulations Across the Health Professions: The George Washington University
- Capstone Project: Advanced AI for Drug Discovery: LearnQuest
