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: ASP.NET, Restful API, Containerization, Application Deployment, .NET Framework, Test Automation, Docker (Software), Kubernetes, API Testing, Web Services, Integration Testing, Application Programming Interface (API), Browser Compatibility, C# (Programming Language), API Design, DevOps, User Interface (UI)
Skills you'll gain: Quality Management, Culture Transformation, Quality Improvement, Quality Management Systems, Continuous Improvement Process, Quality Assessment, Organizational Development, Operational Excellence, Quality Assurance, Process Improvement, Cost Management, Quality Control, Organizational Change, Customer experience improvement, Team Oriented, Organizational Effectiveness, Decision Making, Culture
John Wiley & Sons
Skills you'll gain: Tableau Software, Data Storytelling, Data Cleansing, Data Visualization Software, Data Wrangling, Dashboard, Dashboard Creation, Data Presentation, Data Visualization, Data Transformation, Interactive Data Visualization, Data Manipulation, Data Modeling, Statistical Visualization, Data Preprocessing, Power BI, Plot (Graphics), Data Analysis, SQL, Python Programming
The Hong Kong University of Science and Technology
Skills you'll gain: Matlab, Numerical Analysis, Mathematical Software, Linear Algebra, Differential Equations, Applied Mathematics, Mathematical Modeling, Simulation and Simulation Software, Estimation, Integral Calculus, Scripting, Simulations, Calculus, Plot (Graphics), Algorithms
Rice University
Skills you'll gain: Mechanics, Torque (Physics), Physics, Problem Solving, Mechanical Engineering, Calculus, Graphing, Physical Science, Mathematical Modeling, Integral Calculus, Algebra, Applied Mathematics, Trigonometry
Skills you'll gain: LangChain, LLM Application, Tool Calling, AI Workflows, Generative AI Agents, Agentic Workflows, Artificial Intelligence and Machine Learning (AI/ML), Application Development, Data Visualization, Agentic systems, Analytics, Software Development
Coursera
Skills you'll gain: Data Quality, Data-Driven Marketing, Data Cleansing, Marketing Analytics, Data Validation, Data Integrity, Data Maintenance, Data Wrangling, Exploratory Data Analysis, Quality Assessment, Campaign Management, Technical Communication, Data Processing, Statistical Reporting, Data Analysis, Stakeholder Communications, Benchmarking, Business Priorities, Microsoft Excel, SQL
Sage Publications
Skills you'll gain: Closing (Sales), Sales Presentation, Active Listening, Selling Techniques, Conflict Management, General Sales Practices, Persuasive Communication, Sales, Sales Strategy, Verbal Communication Skills, Storytelling, Sales Management, Negotiation, Emotional Intelligence, Drive Engagement, Relationship Management, Overcoming Objections, Empathy & Emotional Intelligence, Customer Relationship Building, Strategic Marketing
University of Colorado System
Skills you'll gain: Tidyverse (R Package), Clinical Data Management, Extract, Transform, Load, Data Modeling, Clinical Research, R (Software), Health Insurance Portability And Accountability Act (HIPAA) Compliance, Medical Privacy, Data Manipulation, Predictive Modeling, Database Design, Clinical Research Ethics, Data Mapping, Clinical Informatics, Data Quality, Natural Language Processing, grep, Informatics, Text Mining, R Programming
Chris Croft Training
Skills you'll gain: Project Schedules, Project Management, Project Management Institute (PMI) Methodology, Project Risk Management, Project Coordination, Project Management Life Cycle, Project Design, Milestones (Project Management), Agile Project Management, Project Controls, Project Scoping, Project Management Software, Project Planning, Stakeholder Communications, Project Implementation, Project Estimation, Project Performance, Project Documentation, Project Finance, Negotiation
John Wiley & Sons
Skills you'll gain: Shell Script, Unix Shell, Bash (Scripting Language), Vulnerability Assessments, Linux, Linux Commands, Vulnerability Scanning, Linux Administration, System Monitoring, Continuous Monitoring, Security Testing, Scripting Languages, Security Management, Security Requirements Analysis, Computer Security Incident Management, Unix Commands, Scripting, Software Development Tools, Cyber Security Policies, Operating System Administration
University of Colorado Boulder
Skills you'll gain: Typography, Design Elements And Principles, Color Theory, Graphic and Visual Design, Visual Design, Color Matching, Branding, Sensory Systems Analysis, Graphic Design, Creative Design, Photo Editing, Layout Design, Media and Communications, Digital Design, Visual Storytelling, Strategic Communication, Creative Thinking, Design Thinking, Art History, Adobe Creative Cloud
In summary, here are 10 of our most popular applied machine learning courses
- Advanced Web Services and Application Deployment with .NET 9:Â Packt
- Mastering Total Quality Management: Analyze, Apply & Improve:Â EDUCBA
- Mastering Data Visualization with Power BI and Tableau:Â John Wiley & Sons
- Numerical Methods for Engineers:Â The Hong Kong University of Science and Technology
- Introduction to Mechanics:Â Rice University
- Fundamentals of Building AI Agents:Â IBM
- Profile Data Quality:Â Coursera
- Mastering Communication, Persuasion, and Buyer Engagement:Â Sage Publications
- Clinical Data Science:Â University of Colorado System
- Project Management for Non Project Managers - PMP/PMI:Â Chris Croft Training
