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: Construction Management, Responsible AI, Construction, Workflow Management, Decision Intelligence, General Construction and Construction Labor, Project Controls, AI Enablement, Generative AI Agents, Generative AI, Agentic systems, Project Risk Management, Agentic Workflows, Asset Management, AI Workflows, Risk Analysis, Forecasting, Facility Management and Maintenance, Maintenance, Repair, and Facility Services, Safety Assurance
University of Colorado Boulder
Skills you'll gain: Business Writing, Business Correspondence, Business Communication, Writing, Organizational Skills, Writing and Editing, Grammar, Communication, Editing, Organizational Strategy, Organizational Structure, Communication Strategies, Presentations, Branding, Graphic Design
Northeastern University
Skills you'll gain: Generative AI, Generative AI Agents, AI Workflows, AI Orchestration, CrewAI, Multimodal Prompts, Google Gemini, Model Deployment, Prompt Patterns, Retrieval-Augmented Generation, Responsible AI, Agentic systems, Prompt Engineering, AI Security, Application Deployment, OpenAI, Agentic Workflows, LLM Application, OpenAI API, Cloud Deployment
Skills you'll gain: Microsoft Copilot, Power BI, Data Analysis Expressions (DAX), Microsoft Power Platform, Data Storytelling, Business Metrics, Performance Measurement, Key Performance Indicators (KPIs), Data Lakes, Business Intelligence, Data Presentation, Dashboard, Dashboard Creation, Analytics, Performance Metric, Microsoft Azure, Business Analytics, AI literacy, Management Reporting, AI Workflows
Northwestern University
Skills you'll gain: Digital Signal Processing, Image Quality, Image Analysis, Medical Imaging, Telecommunications, Communication Systems, Matlab, Mathematical Modeling, Color Theory, Applied Mathematics, Estimation, Model Optimization
Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Differential Equations, Mathematical Modeling, Applied Mathematics, Calculus, Mechanics
Vanderbilt University
Skills you'll gain: Prompt Engineering, Responsible AI, AI literacy, Risking, Generative AI, Artificial Intelligence, AI powered creativity, Verification And Validation, Critical Thinking, Model Evaluation, Trustworthiness, AI Workflows, Creative Thinking, Creativity, Ideation
The University of Sydney
Skills you'll gain: Design Thinking, Human Centered Design, Innovation, Prototyping, Ideation, Design Strategies, Product Development, Design, Design Research, User Feedback
Edureka
Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, Prompt Engineering, Generative AI, LLM Application, Multimodal Prompts, Large Language Modeling, AI Workflows, Context Management, Artificial Intelligence, Metadata Management, Unstructured Data, Python Programming
Vanderbilt University
Skills you'll gain: Image Analysis, Data Visualization Software, Machine Learning Methods, Matlab, Applied Machine Learning, Dimensionality Reduction, Digital Signal Processing, Data Analysis, Data Processing, Mathematical Software, Classification Algorithms
Skills you'll gain: Penetration Testing, Vulnerability Assessments, Vulnerability Scanning, Vulnerability Management, Metasploit, Cyber Security Assessment, Cybersecurity, Cyber Threat Intelligence, Threat Modeling, Security Testing, Active Directory, Threat Detection, Exploitation techniques, Network Security, Virtual Machines, Virtualization, Virtual Networking, Authentications, Linux, Web Applications
Skills you'll gain: Model Evaluation, Model Training, Machine Learning Algorithms, Classification Algorithms, Data Preprocessing, Natural Language Processing, Machine Learning Methods, Text Mining, Data Manipulation, Data Cleansing, Computer Programming Tools, Python Programming, Development Environment, Software Development Tools
In summary, here are 10 of our most popular applied machine learning courses
- AI for Construction Management & Design:Â AI CERTs
- Business Writing:Â University of Colorado Boulder
- Generative AI in Practice Part 2:Â Northeastern University
- Accelerating Analytics with Copilot in Power BI and Fabric:Â Packt
- Fundamentals of Digital Image and Video Processing:Â Northwestern University
- Differential Equations Part I Basic Theory:Â Korea Advanced Institute of Science and Technology(KAIST)
- Honors Trustworthy & Responsible AI for High School Students:Â Vanderbilt University
- Innovation Through Design: Think, Make, Break, Repeat:Â The University of Sydney
- Video RAG Systems:Â Edureka
- Introduction to Data, Signal, and Image Analysis with MATLAB:Â Vanderbilt University
