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: Collaborative Software, Google Docs, Microsoft Word, Microsoft Office, Document Management, Productivity Software, Editing, Writing and Editing, File Management
University of Colorado Boulder
Skills you'll gain: Unsupervised Learning, Unstructured Data, Marketing Analytics, Text Mining, Deep Learning, Model Evaluation, Machine Learning, JSON, Data Processing, Natural Language Processing, Data Preprocessing, Model Training, Python Programming
University of California, Irvine
Skills you'll gain: Smart Goals, Goal Setting, Interviewing Skills, Professional Networking, Artificial Intelligence and Machine Learning (AI/ML), Negotiation, Professional Development, Data Science, Artificial Intelligence, Compensation Strategy, Machine Learning, Compensation and Benefits, Data Analysis, Web Presence, Recruitment, Data Literacy, Events and Conferences, Data Architecture, AI literacy, Relationship Building
Skills you'll gain: Adobe Firefly, Visual Storytelling, AI powered creativity, Storyboarding, Adobe Express, Multimodal Prompts, Prompt Engineering, Responsible AI, Collaborative Software, Creativity, AI literacy, Adobe Creative Cloud, Prompt Engineering Tools, Generative AI, Adobe Photoshop, Adobe Illustrator, Creative Design, Storytelling, Branding, Content Development and Management
Skills you'll gain: LLM Application, Data Preprocessing, Large Language Modeling, Data Import/Export, Artificial Intelligence and Machine Learning (AI/ML), Data Integration, Applied Machine Learning, Data Capture, Data Quality, Exploratory Data Analysis, Natural Language Processing, Classification Algorithms, Data Management
Skills you'll gain: Seaborn, Plot (Graphics), Matplotlib, Scatter Plots, Statistical Visualization, Data Visualization, Data Presentation, Data Visualization Software, Interactive Data Visualization, Box Plots, Descriptive Statistics, Exploratory Data Analysis, Statistical Analysis, Python Programming
LearnQuest
Skills you'll gain: Test Driven Development (TDD), Unit Testing, Development Testing, Software Testing, Debugging, Software Development, Python Programming
University of Colorado Boulder
Skills you'll gain: Artificial Intelligence, Computational Thinking, AI literacy, Theoretical Computer Science, Psychology, Algorithms, General Mathematics
Skills you'll gain: Building Codes, Construction, Safety Standards, Building Services Engineering, Building Design, Facility Management and Maintenance, Hazard Analysis, Safety and Security, Firewall, Design Specifications, Systems Integration
University of Michigan
Skills you'll gain: Manufacturing Operations, Digital Transformation, Digital Assets, Technology Strategies, Business Transformation, Internet Of Things, Simulations, Computing Platforms, Simulation and Simulation Software, Emerging Technologies, Real Time Data, Trend Analysis, Risk Analysis, Business, Systems Integration, Case Studies
Fractal Analytics
Skills you'll gain: Model Context Protocol, AI Security, AI Integrations, Tool Calling, IT Security Architecture, Generative AI Agents, Security Engineering, Context Management, Interoperability, Agentic systems, Enterprise Security, Authorization (Computing), Generative AI
University of Washington
Skills you'll gain: Scientific Visualization, Data Ethics, Data Presentation, Statistical Visualization, Data Storytelling, Data Visualization Software, Data Sharing, Data Governance, Big Data, Technical Communication, Graphic and Visual Design, Cloud Computing, Amazon Web Services, Information Privacy, Ethical Standards And Conduct
In summary, here are 10 of our most popular applied machine learning courses
- Get Started with Word Processing Applications: Word: SkillUp
- Unsupervised Text Classification for Marketing Analytics: University of Colorado Boulder
- Interviewing for DS/AI Roles: University of California, Irvine
- Create and Enhance Visuals With AI: Adobe
- H2O Label Genie Starter Track: H2O.ai
- Seaborn with Python: Data Visualization for Beginners: EDUCBA
- Test-Driven Development Overview: LearnQuest
- What is “the mind” and what is artificial intelligence?: University of Colorado Boulder
- Basics of Fire Protection, Detection and Life Safety Systems: L&T EduTech
- Digital Twins: University of Michigan
