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: Model Context Protocol, OpenAI API, Retrieval-Augmented Generation, OpenAI, AI Orchestration, Generative AI Agents, Agentic Workflows, Embeddings, ChatGPT, Agentic systems, Vector Databases, Generative AI, Artificial Intelligence, Memory Management, Context Management, Model Evaluation, Application Programming Interface (API), Python Programming, Document Management, Application Deployment
Board Infinity
Skills you'll gain: Canva (Software), Content Performance Analysis, Collaborative Software, Content Scheduling, Personalized Campaigns, Data-Driven Marketing, Marketing Strategies, Marketing Design, AI Personalization, Marketing Automation, Social Media Campaigns, Content Optimization, Motion Graphics, Campaign Planning, Content Creation, Digital Publishing, Campaign Management, AI Enablement, Social Media Content, A/B Testing
Packt
Skills you'll gain: Operating System Administration, User Provisioning, User Accounts, Cloud Management, Authorization (Computing), Control Panels, Security Controls, Servers, Enterprise Application Management, Package and Software Management
Skills you'll gain: Webpack, Object Oriented Programming (OOP), Object Oriented Design, Full-Stack Web Development, JSON, Web Development Tools, Javascript, Event-Driven Programming, HTML and CSS, Application Programming Interface (API), Application Deployment, Web Applications, Web Development, Kanban Principles, Code Reusability, Hypertext Markup Language (HTML), Browser Compatibility, Programming Principles, Data Persistence, GitHub
Skills you'll gain: Prototyping, 3D Modeling, 3D Assets, Design Strategies, Computer-Aided Design, Manufacturing Processes, Technical Design, Design Software, Functional Design, Manufacturing and Production, Design, Materials science, Typography, Data Import/Export, Digital Design
Skills you'll gain: Kubernetes, Identity and Access Management, Google Cloud Platform, Containerization, Cloud-Native Computing, Cloud Management, Cloud Infrastructure, Application Deployment, Cloud Computing, Cloud Deployment, Build Tools, Infrastructure Architecture, Command-Line Interface
Skills you'll gain: AI Workflows, Agentic Workflows, AI Orchestration, Agentic systems, Generative AI Agents, Prompt Patterns, OpenAI, LLM Application, Artificial Intelligence and Machine Learning (AI/ML), Tool Calling, OpenAI API, Software Design Patterns, Development Environment, Application Programming Interface (API), Large Language Modeling
Skills you'll gain: Agentic Workflows, Prompt Engineering, Agentic systems, Prompt Patterns, AI Workflows, Generative AI Agents, AI Personalization, Context Engineering, AI literacy, Human Computer Interaction, Human Centered Design, Responsible AI, Experience Design, User Flows, Design Strategies
Skills you'll gain: Infrastructure as Code (IaC), Containerization, CI/CD, AWS CloudFormation, Cloud Deployment, Amazon CloudWatch, Application Deployment, Serverless Computing, Cloud-Native Computing, Docker (Software), Amazon Web Services, Continuous Deployment, Kubernetes, API Gateway, Cloud Development, Continuous Integration, DevOps, Amazon DynamoDB, System Monitoring, Event Monitoring
University of Michigan
Skills you'll gain: File I/O, Data Structures, Data Dictionary, Scripting, Scripting Languages, Python Programming, Data Store, Data Processing, Data Manipulation, Development Environment, Software Installation, Computer Programming Tools, Text Mining
University of Pittsburgh
Skills you'll gain: Data Storytelling, Data Presentation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Network Analysis, Tableau Software, Network Model, Dashboard Creation, Dashboard, Time Series Analysis and Forecasting, Matplotlib, Data Analysis, Seaborn, Graph Theory, Python Programming
Cisco Learning and Certifications
Skills you'll gain: Virtual Private Networks (VPN), Wide Area Networks, Telecommunications, Networking Hardware, System Configuration, System Implementation
In summary, here are 10 of our most popular applied machine learning courses
- Develop Intelligent AI Agents with OpenAI: Edureka
- Advanced Content Creation and Marketing Design in Canva: Board Infinity
- Windows Admin Center: Packt
- JavaScript Masterclass - Zero To Job Ready With 10 Projects: Packt
- Advanced Tinkercad 3D Design and Printing Techniques: Packt
- Getting Started with Google Kubernetes Engine - Italiano: Google Cloud
- 4 AI Agentic Design Patterns – Workflows with Ollama: Packt
- Agentic AI Content for Practitioners: Product: Coursera
- Monitoring, CI/CD & Deployment on AWS Cloud: LearnKartS
- Python بُنى بيانات: University of Michigan
