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
Simplilearn
Skills you'll gain: Exploratory Data Analysis, Generative AI, Analytics, Data Analysis, Extract, Transform, Load, Data Integration, Interactive Data Visualization, Data Visualization, Real Time Data, Predictive Analytics, Data-Driven Decision-Making, Data Storytelling, Predictive Modeling, Forecasting, Data Transformation, Descriptive Analytics, Data Modeling, Data Quality, Risk Analysis, Model Evaluation
TecnolĆ³gico de Monterrey
Skills you'll gain: Digital pedagogy, Innovation, Emerging Technologies, Solution Design, digital literacy, Entrepreneurship, Educational Materials, Learning Strategies, Student-Centred Learning, Creativity
Rice University
Skills you'll gain: Computational Thinking, Programming Principles, Algorithms, Data Structures, Theoretical Computer Science, Computer Programming, Python Programming, Computer Science, Verification And Validation, Game Theory, Mathematical Modeling, Test Case, Simulations
University of Michigan
Skills you'll gain: Generative AI, Model Evaluation, Data Ethics, Data Analysis, Data-Driven Decision-Making, Data Literacy, AI Enablement, Artificial Intelligence, Big Data, Machine Learning, Social Impact
Skills you'll gain: Simulation and Simulation Software, Control Systems, Mathematical Modeling, Data Import/Export, Systems Engineering, Performance Tuning, Scenario Testing, Matlab
Skills you'll gain: Differentiated Instruction, Learning Management Systems, Teaching, Education Software and Technology, Student Engagement, Blended Learning, Digital pedagogy, Instructional Strategies, Interactive Learning, Needs Assessment
Skills you'll gain: Building Codes, Construction, Safety Training, Construction Inspection, Safety Assurance, Safety Standards, Building Services Engineering, Building Design, Facility Management and Maintenance, Hazard Analysis, Electrical Systems, HVAC, Control Systems, Design Specifications, Hydraulics, Systems Integration
Berklee
Skills you'll gain: Musical Composition, Music, Media Production, Music Theory, Music Performance, Editing, Creativity, Automation, File Management, Electronic Media, System Configuration
The University of North Carolina at Chapel Hill
Skills you'll gain: Chemistry, Social Sciences, Legal Research, Case Law, World History, Liberal Arts, Psychology, Case Studies, Research
Duke University
Skills you'll gain: Child Development, Advocacy, Research, Research Methodologies, Social Sciences, Data Collection, Social Network Analysis, Anthropology, Human Development, Nutrition and Diet, Environmental Issue, Biology
Pontificia Universidad CatĆ³lica de Chile
Skills you'll gain: Structural Analysis, Structural Engineering, Mechanics, Torque (Physics), Engineering Analysis, Engineering Calculations, Mathematical Modeling, Civil Engineering, Mechanical Engineering, Applied Mathematics, Physics, General Mathematics
Ćcole Polytechnique FĆ©dĆ©rale de Lausanne
Skills you'll gain: Social Justice, Community Development, Governance, Sustainable Development, Systems Thinking, Information Technology, Economic Development, Policty Analysis, Research, and Development, Digital Transformation, Stakeholder Engagement, Case Studies
In summary, here are 10 of our most popular applied machine learning courses
- Data Analytics Course with Generative AI:Ā Simplilearn
- InnovaciĆ³n Educativa:Ā TecnolĆ³gico de Monterrey
- Principles of Computing (Part 2):Ā Rice University
- Decoding AI: A Deep Dive into AI Models and Predictions:Ā University of Michigan
- Modeling and Simulation with Simulink :Ā MathWorks
- Interactive eLearning and Assessment with Edulastic:Ā Coursera
- Basics of Fire Protection, Detection and Life Safety Systems:Ā L&T EduTech
- FL Studio Basics:Ā Berklee
- Reasoning Across the Disciplines:Ā The University of North Carolina at Chapel Hill
- Chimpanzee Behavior and Conservation:Ā Duke University
