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 Virginia Darden School Foundation
Skills you'll gain: Mindfulness, Meditation & Breathwork, Trustworthiness, Rapport Building, Adaptability, Relationship Building, Personal Development, Empathy & Emotional Intelligence, Emotional Intelligence, Stress Management, Composure, Willingness To Learn, Social Skills, Professional Development, Self-Awareness, Cognitive flexibility, Leadership Development, Lifelong Learning, Overcoming Obstacles, Leadership
University of Colorado Boulder
Skills you'll gain: Physics, Physical Science, Materials science, Chemistry, Mathematical Modeling, Applied Mathematics
Skills you'll gain: Database Development, Database Design, Oracle Databases, Oracle SQL Developer, Relational Databases, Database Application, PL/SQL, SQL, Operational Databases, Database Theory, Database Management, Database Architecture and Administration, Database Management Systems, Stored Procedure, Data Modeling, Data Integrity, Transaction Processing, Data Storage
Skills you'll gain: Agile Project Management, Agile Methodology, Kanban Principles, Lean Methodologies, Project Management Life Cycle, Organizational Change, Scaled Agile Framework, Culture Transformation, Project Implementation, Project Management Institute (PMI) Methodology, Workflow Management, Project Documentation, Project Coordination, Project Planning, Coordinating, Change Management, Cross-Functional Collaboration, Meeting Facilitation, Estimation, Governance
University of Colorado Boulder
Skills you'll gain: Environmental Monitoring, Physical Science, Physics, Environmental Science, Environment, Engineering, Scientific, and Technical Instruments, General Science and Research, Life Sciences, electromagnetics, Scientific Methods, Research
Skills you'll gain: Inventory Control, Inventory Management, Materials Management, Inventory Management System, Inventory Control Systems, Supply Chain, Procurement, Order Management, Microsoft Excel, Operational Efficiency, Pareto Chart, Prioritization, Excel Formulas, Management Information Systems
University of Colorado Boulder
Skills you'll gain: Matplotlib, Web Scraping, Pivot Tables And Charts, Pandas (Python Package), Data Integration, Statistical Visualization, Data Manipulation, Exploratory Data Analysis, Data Wrangling, Data Visualization, Data-Driven Decision-Making, Data Transformation, Data Presentation, Data Processing, Data Cleansing, Data Preprocessing, Statistical Analysis, Seaborn, NumPy, Python Programming
Skills you'll gain: Data Visualization, Data Presentation, Digital Analysis, E-Commerce, Analytics, Key Performance Indicators (KPIs), Google Analytics, Marketing Analytics, Generative AI, Data-Driven Marketing, Data Analysis, Business Strategy, Data Processing, Artificial Intelligence
Dartmouth College
Skills you'll gain: Digital Transformation, Predictive Modeling, Customer experience strategy (CX), Analytics, Predictive Analytics, Simulations, Simulation and Simulation Software, Advanced Analytics, Business Transformation, Scikit Learn (Machine Learning Library), Model Evaluation, Data-Driven Decision-Making, Operations Research, Internet Of Things, Model Training, Ethical Standards And Conduct, Cloud Computing, Data Ethics, Business Analytics, Process Optimization
Skills you'll gain: Retrieval-Augmented Generation, Prompt Engineering, Multimodal Prompts, Prompt Patterns, Prompt Engineering Tools, LLM Application, Fine-tuning, Model Evaluation, Context Engineering, LangChain, Token Optimization, Large Language Modeling, Hugging Face, Transfer Learning, Model Optimization, Model Deployment, Generative AI, LangGraph, Context Management, Vector Databases
Skills you'll gain: Network Security, Remote Access Systems, Disaster Recovery, OSI Models, General Networking, Network Administration, Network Troubleshooting, Computer Networking, Network Architecture, Network Infrastructure, Networking Hardware, Network Monitoring, TCP/IP, Virtual Private Networks (VPN), Network Protocols, Cybersecurity, Computer Security, Data Centers, Virtualization, Authentications
In summary, here are 10 of our most popular applied machine learning courses
- Human Excellence in the AI Age, Part 1: A Soft Skills Course:Â University of Virginia Darden School Foundation
- Phases of Matter: Solid, Liquid, Gas and Beyond:Â University of Colorado Boulder
- SQL Database Applications and Development:Â EDUCBA
- Project Approaches, Lifecycles, and Agile Implementation:Â LearnKartS
- Our Place in the Cosmos:Â University of Colorado Boulder
- Inventory Control and EOQ Using Excel:Â EDUCBA
- Data Wrangling with Python:Â University of Colorado Boulder
- GenAI for Digital Marketing and Ecommerce Analysts:Â Coursera
- Data Analytics for Digital Transformation:Â Dartmouth College
- LLM Engineering: Prompting, Fine-Tuning, Optimization & RAG:Â Edureka
