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
Status: PreviewUniversidad de los Andes
Skills you'll gain: Artificial Intelligence, Reinforcement Learning, Computer Vision, Machine Learning, Semantic Web, Natural Language Processing, Embedded Systems, Responsible AI, Data Ethics, Supervised Learning, Artificial Neural Networks, Deep Learning, Convolutional Neural Networks
Status: Free TrialUniversity of Michigan
Skills you'll gain: Generative AI, Model Evaluation, Data Ethics, Data Analysis, Data-Driven Decision-Making, Data Literacy, AI Enablement, Artificial Intelligence, Big Data, Machine Learning, Social Impact
Status: New
Status: Free TrialKorea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: electromagnetics, Electrical Engineering, Electrical Systems, Differential Equations, Physics, Materials science, Engineering Analysis, Applied Mathematics, Electronic Components, Advanced Mathematics, Scientific Visualization, Visualization (Computer Graphics), Engineering Calculations, Mechanics, Energy and Utilities, Electronics, Mathematical Modeling, Calculus
Status: Free TrialLearnKartS
Skills you'll gain: Prompt Engineering, Amazon Bedrock, Retrieval-Augmented Generation, AWS SageMaker, AWS Identity and Access Management (IAM), Identity and Access Management, Generative AI, Multimodal Prompts, Data Preprocessing, Computer Vision, AI Security, Model Evaluation, Amazon Web Services, Natural Language Processing, Machine Learning, LLM Application, Reinforcement Learning, Data Ethics, Deep Learning, Data Wrangling
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Data Mining, Data Warehousing, Data Pipelines, Data Preprocessing, Data Modeling, Data Integration, Data Cleansing, Model Evaluation, Data Analysis, Exploratory Data Analysis, Data Manipulation, Data Quality, Applied Machine Learning, Statistical Modeling
University of North Texas
Skills you'll gain: Arithmetic, Probability & Statistics, Graphing, Geometry, Statistics, Algebra, Applied Mathematics, Systems Of Measurement
Status: PreviewUniversity of California San Diego
Skills you'll gain: Bioinformatics, Programming Principles, Python Programming, Computational Thinking, Biology, Data Structures
Status: PreviewKorea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: AI Enablement, Artificial Intelligence, Materials science, Artificial Neural Networks, Image Analysis, Computer Vision, Manufacturing Processes, Machine Learning, Process Control
Status: Free TrialUniversity of California San Diego
Skills you'll gain: Logical Reasoning, Computational Logic, Deductive Reasoning, Computational Thinking, Theoretical Computer Science, Combinatorics, Algorithms, Python Programming, Computer Science, Program Development
Status: PreviewEindhoven University of Technology
Skills you'll gain: Business Process, Process Analysis, Process Improvement, Business Process Management, Data Mining, Business Process Modeling, Process Optimization, Data Processing, Operational Analysis, Performance Analysis, Real Time Data, Data-Driven Decision-Making, Data Science, Verification And Validation, Model Evaluation
Status: Free TrialSkills you'll gain: Prompt Engineering, AI Orchestration, AI Workflows, LangChain, Retrieval-Augmented Generation, Agentic Workflows, Tool Calling, LangGraph, LLM Application, Agentic systems, Multimodal Prompts, Model Context Protocol, Generative AI, Generative AI Agents, Vector Databases, OpenAI API, Model Deployment, Embeddings, Responsible AI, Software Development
In summary, here are 10 of our most popular applied machine learning courses
- Introducción a la inteligencia artificial contemporánea: Universidad de los Andes
- Decoding AI: A Deep Dive into AI Models and Predictions: University of Michigan
- Prompt Engineering For Everyone with ChatGPT and GPT-4: Packt
- Electrodynamics: Korea Advanced Institute of Science and Technology(KAIST)
- AWS AI Practitioner Certification Prep: LearnKartS
- Data Mining Pipeline: University of Colorado Boulder
- Math Prep: College & Work Ready: University of North Texas
- Biology Meets Programming: Bioinformatics for Beginners: University of California San Diego
- AI Materials: Korea Advanced Institute of Science and Technology(KAIST)
- Mathematical Thinking in Computer Science: University of California San Diego
