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
Duke University
Skills you'll gain: Site Reliability Engineering, Docker (Software), Containerization, Kubernetes, Virtualization, Cloud Deployment, Devops Tools, Microservices, Application Deployment, Virtual Machines, Cloud Development, Database Management, Cloud-Based Integration, Scalability
Skills you'll gain: Video Editing, Adobe Premiere, Post-Production, Timelines, Editing, File Management
Coursera
Skills you'll gain: Generative AI, Generative Adversarial Networks (GANs), Applied Machine Learning, Large Language Modeling, Strategic Decision-Making, Systems Integration, Scalability, Innovation
Skills you'll gain: Unified Modeling Language, Visual Basic (Programming Language), Data Structures, Object Oriented Design, Data Modeling, Microsoft Visual Studio, Program Development, Programming Principles, Object Oriented Programming (OOP), .NET Framework, Computer Programming
Howard University
Skills you'll gain: Regression Analysis, Predictive Modeling, Statistical Modeling, Applied Mathematics, Machine Learning Methods, Linear Algebra, Model Evaluation, Statistical Analysis, Data Manipulation
Skills you'll gain: User Story, Prompt Engineering, No-Code Development, User Feedback, Technical Communication, Application Deployment, AI Security, Performance Tuning, Data Wrangling, Version Control, Business Process Automation, API Testing, DevSecOps, Site Reliability Engineering, Integration Testing, Application Security, Application Programming Interface (API), Agile Methodology, LLM Application, Data Integration
Skills you'll gain: Linux, Linux Administration, Linux Commands, Linux Servers, Shell Script, Unix, Unix Shell, Systems Administration, Unix Commands, Command-Line Interface, Patch Management, Scripting Languages, Package and Software Management, Virtualization and Virtual Machines, File Systems, File Management, Data Storage, Security Controls, User Accounts, Authorization (Computing)
Knowledge Accelerators
Skills you'll gain: Microsoft 365, Project Management, Project Coordination, Project Planning, Leadership and Management, Project Management Software, Calendar Management, Project Implementation, Collaborative Software, Workflow Management, Productivity, Productivity Software, Data Management, Business Software
LearnKartS
Skills you'll gain: Amazon Web Services, Cloud Infrastructure, Public Cloud, Amazon Elastic Compute Cloud, Cloud Computing, Cloud Hosting, Cloud Computing Architecture, Cloud Services, Cloud Security, Amazon S3, Cloud Storage, Amazon CloudWatch, Load Balancing, Virtual Networking, Virtual Private Networks (VPN), Scalability, Resource Management, Cost Management
Skills you'll gain: Vulnerability Assessments, Risk Management, Continuous Monitoring, Operational Risk, Threat Management, Intrusion Detection and Prevention, Business Risk Management, Cyber Risk, Vulnerability Management, Security Controls, Enterprise Risk Management (ERM), Risk Mitigation, Risk Analysis, Compliance Management, Law, Regulation, and Compliance, Security Information and Event Management (SIEM), Technical Communication, Network Monitoring, Network Analysis
Vanderbilt University
Skills you'll gain: Prompt Engineering, ChatGPT, HubSpot CRM, Business Process Automation, Google Sheets, Workflow Management, Automation, Data Pipelines, JSON, Unstructured Data
Skills you'll gain: Generative AI, Insurance, AI Product Strategy, Responsible AI, Data Ethics, AI Enablement, Underwriting, AI Personalization, Operational Efficiency, Data-Driven Decision-Making, Claims Processing, Personalized Service, Artificial Intelligence, Automation, Risk Management, Analytics, Risk Mitigation, Prompt Engineering, Systems Integration
In summary, here are 10 of our most popular applied machine learning courses
- Virtualization, Docker, and Kubernetes for Data Engineering: Duke University
- Premiere Pro Pt. 1 — Getting Started & Editing Basics: Skillshare
- GenAI and Model Selection: Coursera
- Visual Basic Programming: Classes and Collections: LearnQuest
- Building Regression Models with Linear Algebra: Howard University
- Build AI Apps Like a Pro: No-Code Tools for Beginners: Coursera
- Complete Linux Training Course to Get Your Dream IT Job: Packt
- Microsoft Planner - Essential Training for Managing Projects: Knowledge Accelerators
- Introduction to AWS: LearnKartS
- Risk Identification, Monitoring, and Analysis: ISC2
