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
Microsoft
Skills you'll gain: Responsible AI, MLOps (Machine Learning Operations), Azure DevOps, AI Product Strategy, Business Leadership, AI Security, Microsoft Azure, Organizational Change, AI Enablement, Organizational Leadership, Strategic Leadership, Microsoft Copilot, Decision Intelligence, Solution Delivery, Project Management, Cross-Functional Team Leadership, Business Metrics, Project Management Life Cycle, Agile Project Management, AI literacy
Skills you'll gain: Web Frameworks
Amazon Web Services
Skills you'll gain: Amazon CloudWatch, DevOps, Devops Tools, DevSecOps, Code Review, AI Integrations, Amazon Web Services, AI Security, Application Performance Management, IT Automation, Artificial Intelligence and Machine Learning (AI/ML), Anomaly Detection, Information Technology Operations, Continuous Monitoring, Vulnerability Scanning, Predictive Analytics
Duke University
Skills you'll gain: LLM Application, Large Language Modeling, Model Deployment, Embeddings, Application Programming Interface (API), Restful API, Natural Language Processing, Command-Line Interface, Open Source Technology, Machine Learning
Rutgers the State University of New Jersey
Skills you'll gain: Purchasing, Procurement, Strategic Sourcing, Supply Management, Supply Chain, Supply Chain Management
Skills you'll gain: Prompt Engineering, OpenAI API, Generative AI, Exploratory Data Analysis, Analysis, OpenAI, ChatGPT, Data Analysis, Analytics, Data-Driven Decision-Making, E-Commerce, Data Manipulation, Python Programming
University of Virginia
Skills you'll gain: Political Sciences, Social Studies, Public Affairs, Policy Analysis, European History, Public History, Oral Expression, Advocacy, Persuasive Communication, Governance
Columbia University
Skills you'll gain: Statistical Inference, Econometrics, Mediation, Correlation Analysis, Statistical Analysis, Regression Analysis, Time Series Analysis and Forecasting, Statistical Methods, Statistical Modeling, Mathematical Modeling, Research Design
Northwestern University
Skills you'll gain: Data-Driven Decision-Making, Strategic Communication, Collaboration, Crisis Management, Team Leadership, Stakeholder Communications, Cross-Functional Team Leadership, Organizational Leadership, Market Opportunities, Customer experience improvement, Business Leadership, Culture Transformation, Initiative and Leadership, Strategic Decision-Making, Strategic Leadership, Leadership, Leadership Development, Case Studies, Design Thinking, Contingency Planning
Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, 3D Assets, Design Software, Technical Design, Visualization (Computer Graphics), Layout Design
28DIGITAL
Skills you'll gain: Semantic Web, Query Languages, Data Management, Data Integration, Data Processing, Data Access, Data Sharing, Web Applications, Data Mining, Interoperability, Software Architecture, Data Architecture, Data Modeling
University of Maryland, College Park
Skills you'll gain: Financial Statements, Financial Statement Analysis, Proposal Development, Proposal Writing, Financial Accounting, Corporate Finance, Financial Acumen, Business Metrics, Sales Presentations, Business Valuation, Capital Budgeting, Entrepreneurial Finance, Internal Communications, Financial Management, Project Finance, Finance, Return On Investment, Product Management, Presentations, Cash Flows
In summary, here are 10 of our most popular applied machine learning courses
- Managing AI Projects with Microsoft:Â Microsoft
- PySide2 Project - Employee Management Application:Â EDUCBA
- DevOps and AI on AWS: AIOps:Â Amazon Web Services
- Beginning Llamafile for Local Large Language Models (LLMs):Â Duke University
- Introduction and Course Outline:Â Rutgers the State University of New Jersey
- Data Analysis with OpenAI API: Save time with GenAI:Â Coursera
- Patrick Henry: Forgotten Founder:Â University of Virginia
- Causal Inference 2:Â Columbia University
- Organizational Leadership Capstone:Â Northwestern University
- Design and Model a 3D Pool Resort in SketchUp:Â EDUCBA
