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 Colorado Boulder
Skills you'll gain: Real-Time Operating Systems, Systems Architecture, Software Architecture, Software Design, System Design and Implementation, System Programming, Systems Analysis, Embedded Systems, Requirements Analysis, Unix, Operating Systems, Verification And Validation, Real Time Data, Performance Tuning, Performance Testing, System Monitoring, Computer Vision, Image Analysis
Fundação Instituto de Administração
Skills you'll gain: Sales Management, Sales Strategy, Sales Enablement, Sales, Sales Process, Conflict Management, Marketing, Marketing Planning, Strategic Marketing, Product Planning, Business Marketing, Organizational Strategy, Product Promotion, Cross-Functional Collaboration, Case Studies, Gap Analysis
DeepLearning.AI
Skills you'll gain: Model Deployment, Cloud Deployment, Performance Testing, Android Development, Model Optimization, Model Evaluation, Image Analysis, PyTorch (Machine Learning Library), AI Integrations, Tensorflow, Hardware Architecture, Artificial Neural Networks, Artificial Intelligence
Johns Hopkins University
Skills you'll gain: Health Technology, Telehealth, Health Systems, Healthcare Industry Knowledge, Health Care, Medicaid, Medical Terminology, Health Policy, Health Informatics, Managed Care, Digital Transformation, Entrepreneurship, Payment Systems, Medicare, Health Equity, Social Determinants Of Health, Payment Processing, Value-Based Care, Data-Driven Decision-Making
Skills you'll gain: Agile Project Management, Sprint Retrospectives, Scaled Agile Framework, Agile Methodology, Leadership Studies, Project Risk Management, Emotional Intelligence, Team Management, Risk Management, Agile Software Development, Team Performance Management, Team Leadership, User Story, Leadership and Management, Organizational Leadership, Initiative and Leadership, Employee Coaching, Kanban Principles, Project Management Institute (PMI) Methodology, Prioritization
Skills you'll gain: LangChain, LLM Application, Prompt Engineering, Responsible AI, Large Language Modeling, Hugging Face, Multimodal Prompts, Generative AI, Generative Model Architectures, Retrieval-Augmented Generation, Generative AI Agents, AI Workflows, Fine-tuning, Python Programming, Machine Learning, Agentic systems, Data Science
Skills you'll gain: OpenAI, AI literacy, Decision Intelligence, AI Integrations, Performance Measurement, Coaching, People Analytics, Performance Review, Continuous Improvement Process, Real Time Data
Skills you'll gain: Employee Performance Management, Workforce Planning, Talent Management, Performance Management, AI Personalization, Human Resources Management and Planning, People Development, Human Resource Strategy, Workforce Development, HR Tech, Diversity Equity and Inclusion Initiatives, Human Resources, Diversity Programs, Diversity Training, People Analytics, Workforce Management, Employee Training, Innovation, Analytics, Adaptability
Skills you'll gain: Project Closure, Earned Value Management, Project Controls, Change Control, Project Performance, Performance Reporting, Risk Analysis, Vendor Management, Risk Management, Risk Mitigation, Quality Management, Project Risk Management, Project Management Life Cycle, Cost Management, Supplier Performance Management, Scope Management, Risk Control, Change Requests, Procurement, Contract Management
Coursera
Skills you'll gain: AI Product Strategy, Agile Product Development, Product Management, Generative AI, Responsible AI, AI Personalization, Product Lifecycle Management, Ideation, Product Automation, Market Analysis, Prototyping
Politecnico di Milano
Skills you'll gain: Application Specific Integrated Circuits, Amazon Elastic Compute Cloud, Cloud Infrastructure, Cloud Deployment, Amazon Web Services, Hardware Architecture, Cloud Applications, Performance Tuning, Software Development, Computer Architecture, Dataflow, Development Environment, Software Development Tools, Memory Management, Computational Logic, Programming Principles
Kennesaw State University
Skills you'll gain: Prompt Engineering, Prompt Patterns, Responsible AI, Generative AI, Google Gemini, Gemini, Education Software and Technology, AI literacy, Anthropic Claude, ChatGPT, Artificial Intelligence, AI Enablement, AI Integrations
In summary, here are 10 of our most popular applied machine learning courses
- Real-Time Project for Embedded Systems:Â University of Colorado Boulder
- Sales & Marketing Alignment: Fundação Instituto de Administração
- Introduction to On-Device AI:Â DeepLearning.AI
- Introduction to Digital Health Entrepreneurship:Â Johns Hopkins University
- PMI Agile Certified Practitioner (PMI-ACP):Â Packt
- Building LLM Powered Applications:Â Packt
- Apply Generative AI for Coaching, Research, and Performance:Â EDUCBA
- GenAI for People and Talent Management:Â Coursera
- Advanced Project Control & Change Management:Â EDUCBA
- GenAI for Product Managers:Â Coursera
