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
The University of North Carolina at Chapel Hill
Skills you'll gain: Chemistry, Social Sciences, Legal Research, Case Law, World History, Liberal Arts, Psychology, Case Studies, Research
Tel Aviv University
Duke University
Skills you'll gain: Amazon Bedrock, Model Deployment, Large Language Modeling, MLOps (Machine Learning Operations), Amazon Web Services, AI Security, AI Workflows, Continuous Monitoring, Data Ethics, Responsible AI, Application Deployment, Generative AI, Cloud Computing, Serverless Computing
École Polytechnique Fédérale de Lausanne
Skills you'll gain: Mechanical Engineering, Engineering, Thermal Management, Physics, Chemical Engineering, Engineering Calculations, Engineering Analysis, Materials science, Energy and Utilities, Chemistry, Calculus, Physical Science, Applied Mathematics
Skills you'll gain: Responsible AI, Data Storytelling, AI Workflows, Data Presentation, AI Enablement, Predictive Modeling, Decision Support Systems, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Decision Making, Business Analytics, Agentic systems, MLOps (Machine Learning Operations), Forecasting, Predictive Analytics, Scikit Learn (Machine Learning Library), Machine Learning, Data Security, Text Mining
Arizona State University
Skills you'll gain: Semiconductors, Electronic Components, Production Process, Engineering, Scientific, and Technical Instruments, Basic Electrical Systems, Test Equipment, Electrical Engineering, Electronic Systems, Manufacturing Processes, Process Control, Laboratory Equipment, Materials science, Engineering Calculations, Applied Mathematics
Skills you'll gain: Vector Databases, MongoDB, NoSQL, Applied Machine Learning, Apache Cassandra, Text Mining, Image Analysis, Node.JS, Database Application
Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: NumPy, Python Programming, Artificial Intelligence, Programming Principles, Tensorflow, Data Structures, Development Environment, Computer Programming Tools, Data Manipulation
Rutgers the State University of New Jersey
Skills you'll gain: Generative AI, Artificial Intelligence, AI Product Strategy, Data Ethics, Responsible AI, Large Language Modeling, Strategic Thinking, Risk Management, Natural Language Processing, Machine Learning Methods
Novartis
Skills you'll gain: Drug Development, Pharmaceuticals, Pre-Clinical Development, Pharmacology, Laboratory Testing, Biochemical Assays, Clinical Research, Pharmaceutical Terminology, Verification And Validation
Skills you'll gain: Web Scraping, Real Time Data, OpenAI API, Natural Language Processing, Python Programming, Web Applications, Language Interpretation, Translation, and Studies, Application Development, Machine Learning
University of Michigan
Skills you'll gain: Storytelling, Personal Development, Overcoming Obstacles, Resilience, Self-Awareness, Mental Health, Community Development, Positivity, Empathy, Relationship Building, Goal Setting
In summary, here are 10 of our most popular applied machine learning courses
- Reasoning Across the Disciplines:Â The University of North Carolina at Chapel Hill
- The Holocaust - An Introduction (II): The Final Solution:Â Tel Aviv University
- GenAI and LLMs on AWS:Â Duke University
- Thermodynamique : fondements: École Polytechnique Fédérale de Lausanne
- AI-Powered Decision Intelligence:Â Edureka
- Electrical Characterization: Diodes:Â Arizona State University
- Vector Search with NoSQL Databases using MongoDB & Cassandra:Â SkillUp
- Practical Python for AI Coding 1:Â Korea Advanced Institute of Science and Technology(KAIST)
- AI Concepts and Strategy:Â Rutgers the State University of New Jersey
- Targets, Assays & Screening:Â Novartis
