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 Michigan
Skills you'll gain: File I/O, Data Import/Export, Python Programming, Programming Principles, Data Structures
Skills you'll gain: AI Workflows, Retrieval-Augmented Generation, LLM Application, Tool Calling, AI Orchestration, Prompt Engineering, Generative AI Agents, Large Language Modeling, Agentic systems
London Business School
Skills you'll gain: Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Sustainable Business, Digital Transformation, Resilience, Operational Risk, Leadership Development, Business Transformation, Adaptability, Team Motivation, Corporate Strategy, AI Enablement, Business Ethics, Governance, Artificial Intelligence and Machine Learning (AI/ML), Culture Transformation, Organizational Change, Leadership Studies, Business Leadership, Machine Learning
University of Michigan
Skills you'll gain: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Control Systems, Automation Engineering, Image Analysis, Robotics, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Model Training, Reinforcement Learning, AI Integrations
Skills you'll gain: Embedded Software, Debugging, Embedded Systems, Memory Management, Integrated Development Environments, C (Programming Language), Computer Programming Tools, Development Environment, C and C++, Software Development Tools, System Programming, Eclipse (Software), Build Tools, Programming Principles, Data Storage
Skills you'll gain: Large Language Modeling, Prompt Engineering, Generative AI, Responsible AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Multimodal Prompts, LLM Application, Embeddings, AI literacy, Artificial Neural Networks, AI powered creativity, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Data Ethics, Model Training
Skills you'll gain: Agentic Workflows, Agentic systems, Generative AI Agents, LLM Application, Application Development, AI Integrations, Automation, Tool Calling, Build Tools, Software Development Tools, Development Environment
University of Colorado System
Skills you'll gain: Growth Mindedness, Responsible AI, Gap Analysis, Data Ethics, Lifelong Learning, Workforce Development, Adaptability, Employee Training, AI literacy, Workforce Planning, Organizational Leadership, Culture Transformation, Employee Performance Management, Professional Development, Training Programs, Needs Assessment, Organizational Development, Artificial Intelligence, Workforce Management, AI Personalization
Skills you'll gain: Microsoft Copilot, Microsoft 365, Azure Active Directory, Identity and Access Management, Authentications, Microsoft Azure, AI Security, Enterprise Application Management, Responsible AI, Active Directory, User Provisioning, Role-Based Access Control (RBAC), AI Integrations, Security Controls, Enterprise Security, Authorization (Computing), Hybrid Cloud Computing, Single Sign-On (SSO), User Accounts, Zero Trust Network Access
Pearson
Skills you'll gain: Childbirth, Human Development, Maternal Health, Child Health, Gerontology, Prenatal Care, Childhood Education and Development, Child Development, Human Learning, Developmental Disabilities, Psychology, Infant Care, Geriatrics, Formal Learning, Postpartum Care, Relationship Building, Higher Education, Learning Theory, Education and Training, Adult Education
Skills you'll gain: Prompt Engineering, AI Personalization, AI literacy, Responsible AI, Personalized Campaigns, Prompt Patterns, AI Product Strategy, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Artificial Intelligence, Case Studies, Data-Driven Marketing, Computer Vision, Customer Insights, Information Privacy, Trend Analysis
Skills you'll gain: Agentic Workflows, Agentic systems, AI Orchestration, AI Workflows, LLM Application, Generative AI Agents, Workflow Management, AI Enablement, Business Workflow Analysis, Large Language Modeling, Decision Intelligence, Business Process Automation, Generative Model Architectures, Artificial Intelligence, Enterprise Application Management, Decision Making
In summary, here are 10 of our most popular applied machine learning courses
- Python Functions, Files, and Dictionaries:Â University of Michigan
- Building AI Research Agents: LangChain, RAG, and LangGraph:Â Board Infinity
- Future Ready Company:Â London Business School
- AI for Autonomous Vehicles and Robotics:Â University of Michigan
- Embedded C Programming Essentials:Â EDUCBA
- Generative AI Fundamentals for Beginners:Â Packt
- Orchestrating Agent Teams with CrewAI Training for Beginners:Â Simplilearn
- Workplace Resilience and AI:Â University of Colorado System
- Microsoft Copilot, Entra Identity & Access Management:Â Whizlabs
- Human Lifespan Development:Â Pearson
