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: AI Orchestration, AI Workflows, Generative AI Agents, LLM Application, Agentic systems, Tool Calling, Context Management, Retrieval-Augmented Generation, Data Persistence
Johns Hopkins University
Skills you'll gain: Algebra, Arithmetic, General Mathematics, Mathematical Modeling, Applied Mathematics, Advanced Mathematics, Graphing, Probability & Statistics
Skills you'll gain: Style Guides, Creativity, Creative Thinking, Self-Awareness, Personal Attributes, Personal Development, Aesthetics, Curiosity, Lifelong Learning, Growth Mindedness, Open Mindset, Dealing With Ambiguity
University of Colorado Boulder
Skills you'll gain: Excel Macros, Programming Principles, Visual Basic (Programming Language), Program Development, Object Oriented Programming (OOP), Computer Programming, Debugging, Data Cleansing, Problem Solving, Code Reusability, Spreadsheet Software, Data Management, Automation
Coursera
Skills you'll gain: Model Evaluation, Model Training, Exploratory Data Analysis, Data Cleansing, Text Mining, Scikit Learn (Machine Learning Library), Probability & Statistics, Natural Language Processing, Data Preprocessing, Social Media Analytics, Data Analysis, Classification Algorithms, Python Programming, Applied Machine Learning, Predictive Analytics, Machine Learning, Automation
Instituto Tecnológico de Aeronáutica
Skills you'll gain: Control Systems, Systems Design, Systems Engineering, Systems Analysis, Mathematical Modeling, Applied Mathematics, Differential Equations
Skills you'll gain: Process Mapping, Six Sigma Methodology, Lean Six Sigma, Quality Improvement, Organizational Change, Lean Methodologies, Statistical Hypothesis Testing, Process Improvement and Optimization, Lean Manufacturing, Organizational Leadership, Quality Management, Process Analysis, Process Improvement, Correlation Analysis, Project Scoping, Kaizen Methodology, Data-Driven Decision-Making, Root Cause Analysis, Statistical Analysis, Management Training And Development
Skills you'll gain: Prompt Engineering, OpenAI API, Multimodal Prompts, Application Deployment, ChatGPT, AI Integrations, OpenAI, Cloud Deployment, AI Security, Serverless Computing, Model Deployment, LLM Application, Responsible AI, Application Programming Interface (API), Generative AI, Web Applications, Artificial Intelligence, Frontend Integration, Web Development Tools, Real Time Data
Northwestern University
Skills you'll gain: Robotics, Engineering, Mechanics, Mathematical Software, Mathematical Modeling, Simulation and Simulation Software, Matlab, Control Systems, Applied Mathematics, Physics, Differential Equations
University of Michigan
Skills you'll gain: Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, AI powered creativity, Precision Medicine, Generative AI, Machine Learning, AI literacy, Artificial Intelligence, Machine Learning Algorithms, Transfer Learning, Biomedical Engineering, Control Systems, Model Optimization, Energy and Utilities, Image Analysis, AI Workflows, Robotics, Deep Learning, Medical Imaging
University of California San Diego
Skills you'll gain: Apache Hadoop, Big Data, Data Analysis, Apache Spark, Data Science, PySpark, File Systems, Analytics, Data Processing, Software Architecture, Distributed Computing, Data Architecture, Performance Tuning, Data Storage, System Configuration, Python Programming
Duke University
Skills you'll gain: Prompt Engineering, Generative AI, Retrieval-Augmented Generation, Generative Model Architectures, Prompt Patterns, ChatGPT, OpenAI, Large Language Modeling, OpenAI API, GitHub Copilot, AI literacy, Hugging Face, Fine-tuning, Responsible AI, Python Programming, Machine Learning
In summary, here are 10 of our most popular applied machine learning courses
- Multi-Agent AI Systems: Build a Team of AI Bots with CrewAI:Â Board Infinity
- Algebra: Elementary to Advanced - Equations & Inequalities:Â Johns Hopkins University
- Find Your Style: Unlock Your Creative Identity:Â Skillshare
- Excel/VBA for Creative Problem Solving, Part 1:Â University of Colorado Boulder
- NLP: Twitter Sentiment Analysis:Â Coursera
- Introdução ao Controle de Sistemas: Instituto Tecnológico de Aeronáutica
- Lean Six Sigma Green Belt Professional Training:Â EDUCBA
- Build AI Apps with ChatGPT, Dall-E, and GPT-4:Â Scrimba
- Modern Robotics, Course 1: Foundations of Robot Motion:Â Northwestern University
- AI for Mechanical Engineers:Â University of Michigan
