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 Glasgow
Skills you'll gain: Responsible AI, AI literacy, digital literacy, Digital pedagogy, Education Software and Technology, Generative AI, Artificial Intelligence, Data Ethics, AI Integrations, Emerging Technologies, Instructional Design, Case Studies, Problem Solving, Critical Thinking
Skills you'll gain: Budget Management, Cost Control, Budgeting, Variance Analysis, Cost Management, Operating Budget, Financial Planning, Cash Management, Capital Budgeting, Resource Allocation, Capital Expenditure, Performance Measurement
L&T EduTech
Skills you'll gain: Construction Engineering, Geospatial Mapping, Geospatial Information and Technology, Geographic Information Systems, Spatial Data Analysis, Construction, Construction Management, Visualization (Computer Graphics), Spatial Analysis, Global Positioning Systems, GIS Software, Scientific Visualization, Engineering, Scientific, and Technical Instruments, 3D Modeling
Skills you'll gain: Data Pipelines, Apache Hadoop, Extract, Transform, Load, Dataflow, Data Transformation, Apache Hive, Data Strategy, Data-Driven Decision-Making, Big Data, Data Warehousing, Data Architecture, Apache Spark, Data Integration, Data Processing, Data Management, Data Analysis, Scalability
University of Pittsburgh
Skills you'll gain: Bayesian Statistics, Data-Driven Decision-Making, Statistical Modeling, Predictive Analytics, Predictive Modeling, Applied Machine Learning, Markov Model, Statistical Methods, Data Science, Health Informatics, Statistical Inference, Statistical Machine Learning, Statistical Programming, Regression Analysis, Statistical Analysis, Machine Learning, Machine Learning Algorithms, Python Programming, Probability Distribution, Computational Thinking
Google Cloud
Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Ethical Standards And Conduct, Model Evaluation, Data Quality, Data Validation
University of Colorado Boulder
Skills you'll gain: Code Reusability, Data Manipulation, Functional Design, Data Science, Python Programming, Programming Principles, Computer Programming, Software Engineering
Duke University
Skills you'll gain: LLM Application, Model Deployment, Real Time Data, Large Language Modeling, Application Deployment, System Monitoring, Generative AI, Open Source Technology, Cross Platform Development, Application Programming Interface (API), Machine Learning
Skills you'll gain: Lending and Underwriting, Real Estate, Property and Real Estate, Commercial Lending, Financial Statement Analysis, Financial Statements, Project Finance, Income Statement, Credit Risk, Financial Modeling, Commercial Real Estate, Financial Analysis, Real Estate Sales, Cash Flow Forecasting, Profit and Loss (P&L) Management, Loans, Lease Contracts, Cash Flows, Risk Analysis, Cost Estimation
Skills you'll gain: Global Marketing, Intercultural Competence, Cultural Diversity, Cultural Sensitivity, Market Research, International Finance, Diversity Awareness, Market Analysis, Consumer Behaviour, Culture, Strategic Marketing, Strategic Decision-Making, Marketing, Human Resource Strategy, Organizational Strategy, International Relations, Market Intelligence, Organizational Structure, Human Resources, Regulation and Legal Compliance
KodeKloud
Skills you'll gain: Git (Version Control System), Version Control, Software Versioning, Command-Line Interface, Software Installation
Vanderbilt University
Skills you'll gain: Generative AI Agents, Agentic Workflows, AI Orchestration, LLM Application, OpenAI API, Java Programming, Java, AI Workflows, Agentic systems, Generative AI, Prompt Patterns, Prompt Engineering, AI Integrations, Persona (User Experience), Document Management, Secure Coding, Business Logic, Software Design Documents, Plan Execution, Software Design Patterns
In summary, here are 10 of our most popular applied machine learning courses
- Generative AI in the Classroom for Educators:Â University of Glasgow
- Budgeting and Cost Control Techniques:Â EDUCBA
- Geospatial Technology for Construction:Â L&T EduTech
- Data Engineering: Pipelines, ETL, Hadoop:Â Coursera
- Advanced Bayesian Methods and Applications:Â University of Pittsburgh
- Responsible AI for Developers: Fairness & Bias:Â Google Cloud
- Introduction to Python Functions:Â University of Colorado Boulder
- Local LLMs with llamafile:Â Duke University
- Real Estate Finance & Credit Analysis:Â EDUCBA
- International Marketing and Market Research:Â EDUCBA
