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 Evaluation, Model Deployment, Data Preprocessing, Performance Tuning
University of Michigan
Skills you'll gain: Relational Databases, Databases, Data Visualization Software, Web Scraping, Data Science, Scatter Plots, Data Manipulation, SQL, Data Processing, JSON, Application Programming Interface (API), Data Import/Export, Python Programming, Extensible Markup Language (XML), Hypertext Markup Language (HTML)
University of Maryland, College Park
Skills you'll gain: Stakeholder Engagement, Program Management, Stakeholder Management, Change Management, Strategic Leadership, Product Roadmaps, Leadership, Organizational Change, Organizational Strategy, Project Management Office (PMO), Project Management, Digital Transformation, Decision Making
Fred Hutchinson Cancer Center
Skills you'll gain: Responsible AI, ChatGPT, Data Ethics, Generative AI, Social Justice, Artificial Intelligence, Ethical Standards And Conduct, Model Evaluation, Social Impact, Informed Consent, Verification And Validation, Case Studies, Mitigation, Data Science
Real Madrid Graduate School Universidad Europea
Skills you'll gain: AI Personalization, AI Enablement, Responsible AI, Artificial Intelligence, Robotics, Automation, Emerging Technologies, Augmented and Virtual Reality (AR/VR), Innovation, Advanced Analytics, Predictive Analytics, Law, Regulation, and Compliance, Ethical Standards And Conduct, Cognitive flexibility, Governance, Investment Management, Decision Making
Dassault Systèmes
Skills you'll gain: SolidWorks (CAD), 3D Modeling, Computer-Aided Design, Mechanical Design, Mechanical Engineering
Skills you'll gain: AI Orchestration, AI Workflows, OpenAI API, ChatGPT, Secure Coding, Debugging
Google Cloud
Skills you'll gain: Model Deployment, Tensorflow, Recurrent Neural Networks (RNNs), Keras (Neural Network Library), Natural Language Processing, Applied Machine Learning, Text Mining
SkillUp
Skills you'll gain: Personally Identifiable Information, Cybersecurity, General Data Protection Regulation (GDPR), Information Privacy, Data Security, Data Loss Prevention, Incident Response, Data Governance, Law, Regulation, and Compliance, Data Management, Data Storage, Data Integrity, Data Ethics, Regulation and Legal Compliance
Scrum Alliance
Skills you'll gain: AI Product Strategy, Product Planning, Brainstorming, Product Strategy, Generative AI, Strategic Decision-Making, Customer Insights, Market Analysis, Data-Driven Decision-Making, Market Research, Forecasting, Data Analysis
Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI, OpenAI, Multimodal Prompts, OpenAI API, LLM Application, AI Product Strategy, Productivity Software, Creative Design, Marketing Strategy and Techniques, Responsible AI, A/B Testing, Time Management
University of Copenhagen
Skills you'll gain: Chronic Diseases, Primary Care, Preventative Care, Long Term Care, Health Care, Health Disparities, Healthcare Industry Knowledge, Health Equity, Health Promotion, Care Management, Community Health, Public Health, Patient Education and Support, Nutrition and Diet, Socioeconomics, Clinical Nutrition, Education and Training, Exercise Science
In summary, here are 10 of our most popular applied machine learning courses
- Building, Evaluating, and Operationalizing ML Models:Â Packt
- Answering Interesting Questions with Data:Â University of Michigan
- Program Management Fundamentals: Driving Strategic Change:Â University of Maryland, College Park
- Avoiding AI Harm:Â Fred Hutchinson Cancer Center
- Future of AI in Sports and Practical Applications:Â Real Madrid Graduate School Universidad Europea
- xDesign Revolution and Cut Features: Dassault Systèmes
- Code and framework based agent development:Â Microsoft
- Encoder-Decoder Architecture - Español: Google Cloud
- Data Privacy and Protection:Â SkillUp
- AI for Product Discovery & Strategy:Â Scrum Alliance
