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: Kubernetes, Containerization, Cloud-Native Computing, Infrastructure Security, Role-Based Access Control (RBAC), Security Controls, Linux Administration, Data Maintenance, Data Storage Technologies, Systems Architecture, Command-Line Interface, Authorization (Computing), System Configuration, Authentications
University of Michigan
Skills you'll gain: Color Theory, Color Matching, Performing Arts, Storytelling, Workplace inclusivity, Diversity Awareness, Aesthetics, Cultural Sensitivity, Creativity, Adaptability
Arizona State University
Skills you'll gain: Manufacturing Processes, Materials science, Mechanical Engineering, Manufacturing Operations, Laboratory Research, Experimentation, Machine Controls, Process Analysis, Engineering, Scientific, and Technical Instruments
Duke University
Skills you'll gain: Retrieval-Augmented Generation, Responsible AI, Generative AI, Cloud Deployment, LLM Application, Model Deployment, Application Deployment, Large Language Modeling, Hugging Face, Data Ethics, Model Evaluation, Risk Management Framework, Rust (Programming Language)
LearnQuest
Skills you'll gain: Azure Active Directory, Cloud Infrastructure, Microsoft Azure, Virtual Machines, Infrastructure As A Service (IaaS), Virtualization and Virtual Machines, Role-Based Access Control (RBAC), Active Directory, IT Infrastructure, Infrastructure Security, Infrastructure Architecture, Virtual Networking, Multi-Factor Authentication, Network Infrastructure, Cloud Hosting, Cloud Storage, Virtualization, Data Storage Technologies, Identity and Access Management, Cloud Computing
Skills you'll gain: Dashboard, Microsoft Excel, Excel Macros, Performance Analysis, Excel Formulas, People Analytics, Compensation Analysis, Payroll, Trend Analysis, Key Performance Indicators (KPIs), Business Metrics, Performance Measurement, Data Visualization, Data Integration, Database Management
University of Colorado System
Skills you'll gain: Unreal Engine, C++ (Programming Language), C and C++, Data Structures, Video Game Development, Data Storage, Game Design, Computer Programming, Programming Principles, Computational Logic, Algorithms
Skills you'll gain: Django (Web Framework), Frontend Integration, React.js, API Testing, Authentications, Secure Coding, Performance Tuning, Scalability, JavaScript Frameworks, Test Tools, Unit Testing, Development Testing, Software Testing, Restful API, Javascript, Python Programming
Skills you'll gain: Prompt Engineering, Risk Modeling, Risk Analysis, Continuous Monitoring, Data Synthesis, Decision Intelligence, Generative AI, Risk Management Framework, Risk Management, Data-Driven Decision-Making, Data Integration, AI Integrations, Automation
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, LangChain, Artificial Intelligence and Machine Learning (AI/ML), Agentic Workflows, Generative AI Agents, AI Integrations, Artificial Intelligence, Large Language Modeling, Taxonomy, Agentic systems, Scalability, Python Programming, System Design and Implementation, Machine Learning, Graph Theory
Skills you'll gain: Database Development, Database Management Systems, Data Manipulation
Skills you'll gain: OSI Models, Network Security, Security Controls, General Networking, Wireless Networks, Network Protocols, Firewall, Network Administration, TCP/IP, Telecommunications, Proxy Servers, Distributed Denial-Of-Service (DDoS) Attacks, Network Infrastructure, System Configuration, Network Architecture, Intrusion Detection and Prevention, Hardening, Remote Access Systems, Authentications
In summary, here are 10 of our most popular applied machine learning courses
- Certified Kubernetes Administrator (CKA): Unit 1:Â Pearson
- Equitable Stage Makeup and Hair:Â University of Michigan
- Material Extrusion:Â Arizona State University
- Foundations of Local Large Language models:Â Duke University
- Azure Infrastructure Fundamentals:Â LearnQuest
- Excel Dashboards for Business Analytics:Â EDUCBA
- More C++ Programming and Unreal:Â University of Colorado System
- Advanced Django: Advanced Django Rest Framework:Â Codio
- GenAI for Risk Managers: Advanced Risk Analysis Techniques:Â Coursera
- Building Retrieval-Augmented Systems & Knowledge Graphs:Â Packt
