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
Johns Hopkins University
Skills you'll gain: Exploratory Data Analysis, Model Evaluation, Predictive Modeling, Data Science, Analytical Skills, Data Analysis, Data Synthesis, Model Optimization, Data Presentation, Data Collection, Predictive Analytics, Data Preprocessing, R Programming, Machine Learning, Natural Language Processing
Vanderbilt University
Skills you'll gain: Prompt Patterns, AI powered creativity, Business Correspondence, Risking, Leadership Development, AI literacy, Writing, Thought Leadership, Brainstorming, Proposal Development, Human Resource Strategy, Business Transformation, Staff Management, AI Integrations
Skills you'll gain: Prompt Engineering, Email Automation, Prompt Patterns, AI Workflows, AI Integrations, JSON, Token Optimization, OpenAI API, Google Gemini, Gmail, Anthropic Claude, OpenAI, Automation, Generative AI, Automation Engineering, Large Language Modeling, No-Code Development, API Design, Natural Language Processing, Webhook Security
University of Colorado Boulder
Skills you'll gain: Optimism, Personal Development, Self-Awareness, Positivity, Lifelong Learning, Growth Mindedness, Personal Integrity, Empowerment, Self-Motivation, Mental Concentration, Engineering Management, Emotional Intelligence, Leadership Development, Compassion, Leadership, Goal Setting, Professional Development, Human Centered Design, Time Management, digital literacy
University of Illinois Urbana-Champaign
Skills you'll gain: Entrepreneurship, Strategic Decision-Making, Innovation, Creativity, Team Management, Creative Problem-Solving, Ideation, Technology Strategies, Creative Thinking, Business Modeling, Engineering Management, Strategic Thinking, Value Propositions, Collaboration, People Management, Business Planning, Team Collaboration, Decision Making, New Business Development, Strategic Planning
O.P. Jindal Global University
Skills you'll gain: Sensory Systems Analysis, Behavioral Health, Psychology, Mental and Behavioral Health, Life Sciences, Psychiatry, Human Learning, Anatomy, Physiology, Learning Theory, Neurology, Mental Health, Clinical Psychology, Human Development, Human Musculoskeletal System, Research Methodologies, Research, Scientific Methods, Critical Thinking, Problem Solving
University of Virginia
Skills you'll gain: Agile Product Development, User Story, Design Thinking, Product Improvement, Agile Methodology, Agile Software Development, Product Development, Sprint Retrospectives, Usability Testing, Agile Project Management, User Centered Design, User Research, Persona Development, Innovation, Product Management, Discussion Facilitation, Storytelling, Software Development, Testability
University of California San Diego
Skills you'll gain: Bioinformatics, Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Machine Learning Algorithms, Taxonomy, Data Mining, Data Preprocessing, Machine Learning, Data Analysis Software, Life Sciences, Anthropology, Statistical Methods
University of Toronto
Skills you'll gain: Global Positioning Systems, Estimation, Robotics, Mathematical Modeling, Applied Mathematics, Linear Algebra
SkillsBooster Academy
Skills you'll gain: Training Records Management, Writing and Editing, Video Production, Standard Operating Procedure, Technical Documentation, Media Production, Video Editing, Content Creation, Productivity Software, AI Workflows, Workflow Management, Brand Management, Learning Management Systems, Instructional Design, AI Integrations, Automation, Product Knowledge, Employee Onboarding, Business Operations, Data Management
L&T EduTech
Skills you'll gain: Machine Learning Algorithms, Internet Of Things, Artificial Intelligence, Unsupervised Learning, Python Programming, Embedded Software, Computer Vision, Peripheral Devices, Integrated Development Environments, Deep Learning, Applied Machine Learning, Image Analysis, Machine Learning, Embedded Systems, Civil Engineering, Classification Algorithms, Security Controls, Wireless Networks, Automation, Digital Transformation
University of Colorado Boulder
Skills you'll gain: Control Systems, Machine Controls, Engineering, Scientific, and Technical Instruments, Process Control, Embedded Systems, Embedded Software, Electrical and Computer Engineering, Real Time Data, Laboratory Equipment, Laboratory Experience, Electronic Systems, Electronics, Electronics Engineering, Power Electronics, Electronic Hardware, Manufacturing Processes, Three-Phase, Thermal Management, Hardware Design, Electrical Engineering
In summary, here are 10 of our most popular applied machine learning courses
- Data Science Capstone:Â Johns Hopkins University
- Microsoft 365 Copilot for Leaders:Â Vanderbilt University
- Integrate AI Models in n8n: Prompt Engineering & Outputs:Â LearnKartS
- Creating an Intentional Life: Attention, Values, and Purpose:Â University of Colorado Boulder
- Innovation: From Creativity to Entrepreneurship:Â University of Illinois Urbana-Champaign
- Brain and Behaviour:Â O.P. Jindal Global University
- Agile Meets Design Thinking:Â University of Virginia
- Genomic Data Science and Clustering (Bioinformatics V):Â University of California San Diego
- State Estimation and Localization for Self-Driving Cars:Â University of Toronto
- Trupeer Tutorial: Screen Recordings to Videos & SOPs:Â SkillsBooster Academy
