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
University of London
Skills you'll gain: Algorithms, Computational Thinking, Theoretical Computer Science, Computational Logic, Critical Thinking and Problem Solving, Computer Science, Data Structures, Critical Thinking, Classification Algorithms, Logical Reasoning, Graph Theory, Mathematical Theory & Analysis, Complex Problem Solving, Analysis, Game Theory
Microsoft
Skills you'll gain: Customer Relationship Management, Customer Relationship Management (CRM) Software, Power BI, Customer Insights, Customer Analysis, Dashboard Creation, AI Personalization, Customer experience improvement, Microsoft Copilot, Customer Data Management, Customer Service, Personalized Service, Analytical Skills, Data Validation, Data Analysis, AI Integrations, Data Integrity, Performance Analysis, Data Quality, Customer Communications Management
Skills you'll gain: OSI Models, TCP/IP, Network Protocols, Systems Analysis, Linux, Dynamic Host Configuration Protocol (DHCP), Virtual Networking, Network Analysis, Linux Administration, Virtual Machines, General Networking, Networking Hardware, Virtualization and Virtual Machines, Network Support, Virtualization, System Configuration, Network Architecture, Computer Networking, Network Model, Software Installation
Skills you'll gain: vSphere Networking and Storage, vSphere DRS & HA, vCenter Server Management, Cloud Infrastructure, VMware vSAN, vCenter Server, Storage vMotion, Virtual Networking, Cloud Computing Architecture, Virtualization, Software-Defined Data Center (SDDC), Virtual Machines, ESXi Installation, iSCSI Configuration, Virtualization and Virtual Machines, Infrastructure Architecture, Cloud Computing, Containerization, Network Monitoring, Memory Management
Skills you'll gain: Jenkins, Continuous Integration, CI/CD, Selenium (Software), Test Script Development, OAuth, Software Testing, Development Environment, Application Programming Interface (API), Test Case, Test Tools, Web Development Tools, Git (Version Control System), Software Installation
Indian Institute of Technology Guwahati
Skills you'll gain: User Research, UI/UX Research, Design Research, Competitive Analysis, Qualitative Research, User Experience, User Experience Design, User Centered Design, Research Methodologies, Focus Group, Interviewing Skills, Research, Data Collection, Stakeholder Analysis, Discussion Facilitation, Process Modeling
Skills you'll gain: Security Information and Event Management (SIEM), Prompt Engineering, ChatGPT, AI Workflows, Agentic Workflows, Cyber Threat Intelligence, Incident Response, AI Security, Generative AI Agents, AI Integrations, Vulnerability Assessments, Vulnerability Scanning, Computer Security Incident Management, Cloud Security, Threat Detection, Continuous Monitoring, Microsoft Azure, OpenAI, Code Review
University of Michigan
Skills you'll gain: Social Justice, Teaching, Diversity Equity and Inclusion Initiatives, Diversity Programs, Pedagogy, Higher Education, Diversity Awareness, Student Engagement, Community and Social Work, Cultural Diversity, Research, Social Impact, Community Organizing, Governance
Sage Publications
Skills you'll gain: Business Strategy, Strategic Thinking, Organizational Strategy, Corporate Strategy, Strategic Planning, Leadership and Management, Strategic Decision-Making, Competitive Analysis, Stakeholder Management, Emerging Technologies, Business Management, Technology Strategies, Business Leadership, Governance, Strategic Partnership, Stakeholder Analysis, Competitive Intelligence, Stakeholder Engagement, Technology Roadmaps, Environmental Social And Corporate Governance (ESG)
Skills you'll gain: Model Optimization, Cloud Security, Stakeholder Communications, Stakeholder Management, Stakeholder Engagement, Risking, Data Ethics, Data Governance, Data Security, Enterprise Architecture, Dashboard Creation, Executive Presence, Security Architecture Review, Professional Development, Data Management, Software Architecture, Application Deployment, Continuous Deployment, Incident Management, IT Automation
Northeastern University
Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Large Language Modeling, Autoencoders, Deep Learning, Model Evaluation, Embeddings, Model Optimization, Natural Language Processing, Model Training, Statistical Methods, Sampling (Statistics), Probability Distribution
Skills you'll gain: Software Architecture, Code Review, AI Workflows, AI Integrations, Software Design, Python Programming, Version Control, Java Programming
In summary, here are 10 of our most popular applied machine learning courses
- Algorithms and Complexity:Â University of London
- AI & Data Insights:Â Microsoft
- Linux Networking - Basics and Beyond: Unit 1:Â Pearson
- VMware VCP-DCV (Updated for vSphere 7):Â Packt
- Cypress Automation Testing Framework - Zero To Hero:Â Packt
- User Research Methods and Practices:Â Indian Institute of Technology Guwahati
- ChatGPT for SOC Analyst - Master Cyber Security with AI:Â Packt
- Community Awareness: What is a Socially Just University:Â University of Michigan
- Foundations of Strategic Management and Competitive Analysis:Â Sage Publications
- GenAI Ops: Running Powerful Generative AI Systems:Â Coursera
