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
Dartmouth College
Skills you'll gain: C (Programming Language), Software Documentation, Programming Principles, Computer Programming, Debugging, Development Environment, Engineering Calculations
Universidad Nacional Autónoma de México
Skills you'll gain: Program Evaluation, Curriculum Development, Student-Centred Learning, Higher Education, Instructional Strategies, Ethical Standards And Conduct, Qualitative Research
Icahn School of Medicine at Mount Sinai
Skills you'll gain: Matlab, Mathematical Modeling, Differential Equations, Computational Logic, Applied Mathematics, Molecular Biology, Simulations, Statistical Modeling, Biology, Cell Biology, Physiology, Systems Analysis
Skills you'll gain: Large Language Modeling, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Generative Model Architectures, Natural Language Processing, Transfer Learning
Skills you'll gain: Workday (Software), Human Capital, HR Tech, Benefits Enrollment Processes, Human Resources Information System (HRIS), People Analytics, Learning Management Systems, Human Resource Management, Staff Management, Business Reporting, Applicant Tracking Systems, Business Process, Compensation Analysis, Data Entry
École Polytechnique Fédérale de Lausanne
Skills you'll gain: Materials science, Analytical Testing, Engineering, Scientific, and Technical Instruments, electromagnetics, Scientific Visualization, Laboratory Equipment, Electronics, Physics, Image Analysis, Mathematical Modeling
Icahn School of Medicine at Mount Sinai
Skills you'll gain: Bioinformatics, Interactive Data Visualization, Supervised Learning, Machine Learning, Big Data, Data Integration, Unsupervised Learning, Data Processing, Data Analysis, Metadata Management, Application Programming Interface (API), Restful API
Skills you'll gain: LangGraph, Generative AI Agents, AI Orchestration, Agentic systems, AI Workflows, OpenAI API, LLM Application, Agentic Workflows, Prompt Patterns, OpenAI, Large Language Modeling, AI Enablement, Retrieval-Augmented Generation, Artificial Intelligence, Development Environment, Tool Calling, Microsoft Azure, AI Personalization, Microsoft Development Tools, Microsoft Visual Studio
Skills you'll gain: Prioritization, Negotiation, Conflict Management, Time Management, Stress Management, Communication, Critical Thinking, Problem Solving, Self-Awareness, Emotional Intelligence, Business Priorities, Complex Problem Solving, Communication Strategies, Courage, Professionalism, Creative Problem-Solving, Personal Development, Business Ethics, Empathy, Goal Setting
28DIGITAL
Skills you'll gain: Computational Logic, Combinatorics, Logical Reasoning, Mathematical Modeling, Theoretical Computer Science, Applied Mathematics, Algorithms, Linear Algebra, Verification And Validation, Arithmetic
Skills you'll gain: Simulation and Simulation Software, Engineering Analysis, Engineering, Prototyping, Computer-Aided Design, Cloud Computing
ESSEC Business School
Skills you'll gain: Socioeconomics, Complex Problem Solving, Organizational Change, Social Sciences, Organizational Strategy, Economics, Policy, and Social Studies, Systems Thinking, International Relations, Strategic Decision-Making, Education and Training, Human Learning, Global Marketing, Decision Making, Cultural Diversity, Analysis, Risk Management, Psychology, Technology Solutions, Digital Transformation, Innovation
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In summary, here are 10 of our most popular applied machine learning courses
- C Programming: Getting Started - 1: Dartmouth College
- Evaluación del y para el aprendizaje en educación universitaria: Universidad Nacional Autónoma de México
- Dynamical Modeling Methods for Systems Biology: Icahn School of Medicine at Mount Sinai
- H2O ai Large Language Models (LLMs) - Level 1: H2O.ai
- Workday Human Capital Management for Business Users: Workday
- Transmission electron microscopy for materials science: École Polytechnique Fédérale de Lausanne
- Big Data Science with the BD2K-LINCS Data Coordination and Integration Center: Icahn School of Medicine at Mount Sinai
- AI Agents with LangGraph, Semantic Kernel, and AutoGen: Packt
- Mastering Self Management Skills for Career Growth: LearnKartS
- Automated Reasoning: satisfiability: 28DIGITAL
