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: Responsible AI, Open Source Technology, Data Ethics, Model Optimization, Artificial Intelligence, Large Language Modeling, Generative AI, Model Evaluation, Model Deployment, Digital pedagogy, Data Security
Siemens
Skills you'll gain: Engineering Analysis, Thermal Management, Simulation and Simulation Software, Simulations, Mechanical Engineering, Numerical Analysis, Engineering, Mathematical Modeling, Differential Equations, Model Optimization
Skills you'll gain: Microsoft Teams, Microsoft Azure, Windows PowerShell, Collaborative Software, Identity and Access Management, Network Planning And Design, Network Performance Management, Azure Active Directory, User Provisioning, Role-Based Access Control (RBAC), User Accounts, Security Management, Network Analysis
Skills you'll gain: Sales Strategy, Lead Generation, Prospecting and Qualification, Sales Process, Sales, Sales Management, Sales Prospecting, General Sales Practices, Data-Driven Decision-Making, Inside Sales, AI Integrations, Email Automation, Workflow Management, Customer Relationship Management (CRM) Software, Case Studies, HubSpot CRM, Predictive Modeling, Automation
University of Colorado System
Skills you'll gain: Video Game Development, Game Design, Unity Engine, C++ (Programming Language), Programming Principles, Object Oriented Programming (OOP), Code Reusability, C# (Programming Language), Maintainability, Computational Logic, Data Structures, Computer Programming
Coursera
Skills you'll gain: Layout Design, Typography, Logo Design, Graphic and Visual Design, Graphic Design, Graphic and Visual Design Software, Design Software, Graphics Software, Digital Design, Color Theory, Design Elements And Principles, Branding, Graphical Tools, Vector Databases, File Management
Skills you'll gain: Linux Administration, Linux, Linux Commands, Bash (Scripting Language), Linux Servers, Operating System Administration, Systems Administration, Shell Script, Unix Shell, OS Process Management, Network Administration, Unix Commands, System Configuration, Command-Line Interface, Operating Systems, Performance Tuning
Skills you'll gain: Post-Production, Cinematography, Unreal Engine, Animations, 3D Assets, Computer Graphic Techniques, Computer Graphics, 3D Modeling, Virtual Environment, Video Game Development, Multimedia, Baking
University of Colorado Boulder
Skills you'll gain: Python Programming, Programming Principles, Code Reusability, Computational Logic, Computational Thinking
Skills you'll gain: Model Context Protocol, Load Balancing, Containerization, Docker (Software), Model Deployment, Restful API, API Design, Application Programming Interface (API), Authentications, Application Deployment, Tool Calling, Scalability, Performance Tuning, Data Validation
Logical Operations
Skills you'll gain: NumPy, Data Transformation, Data Manipulation, Data Cleansing, Jupyter, Data Processing, Data Analysis, Data Science, Data Import/Export, Python Programming, Data Management, Virtual Machines, Virtualization and Virtual Machines, Computer Programming, Computer Programming Tools, Software Development
Skills you'll gain: Code Reusability, Functional Design, Memory Management, Software Documentation
In summary, here are 10 of our most popular applied machine learning courses
- Teaching AI on the Edge: Arm
- 응용 전산 유체 역학: Siemens
- MS Teams – Getting Started and Team Management: Packt
- GenAI for Sales Reps: Streamlining Lead Qualification: Coursera
- Parenting and More GameMaker Language Code: University of Colorado System
- CorelDRAW for Beginners: Coursera
- Linux Foundation Certified System Administrator (LFCS): Unit 4: Pearson
- Substance Painter to Unreal Engine 5 Masterclass: Packt
- BiteSize Python for Absolute Beginners: Flow Controls: University of Colorado Boulder
- API Development and Model Serving: Coursera
