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
Microsoft
Skills you'll gain: CI/CD, Continuous Deployment, Continuous Delivery, DevSecOps, Continuous Integration, Site Reliability Engineering, Enterprise Architecture, IT Automation, DevOps, Test Automation, Product Automation, Automation, YAML, Software Development, Application Deployment, Business Process Automation, Multi-Cloud, Microsoft Azure, Cloud Standards, Software Configuration Management
Columbia University
Skills you'll gain: Construction, Business Transformation, Innovation, Architecture and Construction, Construction Management, Organizational Change, Workforce Development, General Construction and Construction Labor, Emerging Technologies, Digital Transformation, Thought Leadership, Sustainable Design, Climate Change Adaptation, Machine Learning
Skills you'll gain: Restful API, CI/CD, Model View Controller, ASP.NET, Cloud Infrastructure, Continuous Deployment, Load Balancing, OAuth, Continuous Integration, Continuous Delivery, Cloud Computing, Cloud Applications, Cloud Deployment, Application Deployment, Cloud Computing Architecture, API Design, Web Applications, Web Development, .NET Framework, Microservices
University at Buffalo
Skills you'll gain: Peer Review, Governance, Strategic Planning, Consulting, Performance Measurement, Leadership Studies, Meeting Facilitation, Leadership and Management, Performance Review, Organizational Strategy, Research Reports, Philanthropy, Organizational Leadership, Report Writing, Leadership, Performance Analysis, Performance Management, Organizational Effectiveness, Strategic Leadership, Leadership Development
Skills you'll gain: Fine-tuning, Tensorflow, Keras (Neural Network Library), Model Training, Model Evaluation, Transfer Learning, Natural Language Processing, Data Preprocessing, Deep Learning, Data Pipelines
Johns Hopkins University
Skills you'll gain: Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Geometry, Applied Mathematics, Algebra
Sage Publications
Skills you'll gain: Human Resource Management, Human Resources, Human Resources Management and Planning, Human Resource Strategy, Human Capital, People Analytics, Human Resources Information System (HRIS), HR Tech, Human Resource Policies, Business Ethics, Workforce Development, Workforce Planning, Employee Relations, Performance Management, Organizational Strategy, Employee Performance Management, Strategic Leadership, Ethical Standards And Conduct, Employee Engagement, Talent Acquisition
Universitat Autònoma de Barcelona
Skills you'll gain: Computer Architecture, Systems Design, Microarchitecture, System Design and Implementation, Technical Design, Application Specific Integrated Circuits, Digital Design, Design Software, Hardware Architecture, Computer Hardware, Simulations
Wesleyan University
Skills you'll gain: Motivational Interviewing, Psychological Evaluations, Cognitive Behavioral Therapy, Mental Health Diseases and Disorders, Mental Health Therapies, Behavioral Health, Mental and Behavioral Health, Psychiatry, Psychotherapy, Clinical Psychology, Behavior Management, Psychosocial Assessments, Cultural Responsiveness, Mental Health, Diversity Awareness, Behavioral Management, Health Promotion, Psychology, Experimentation, Goal Setting
Skills you'll gain: Augmented and Virtual Reality (AR/VR), Unity Engine, Augmented Reality, Application Deployment, Cross Platform Development, Virtual Reality, C# (Programming Language), Video Game Development, Virtual Environment, Mobile Development, UI Components, Animation and Game Design, Game Design, User Interface (UI), Development Testing, User Interface and User Experience (UI/UX) Design, Software Development, Software Design
Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Vibrations, Mechanics, Systems Of Measurement, Engineering Analysis, Differential Equations, Physics, Calculus, Applied Mathematics, Mathematical Modeling, Trigonometry
Skills you'll gain: Data Science, Data Analysis, Data Analysis Software, Technical Communication, Data Storytelling, Data Ethics, Analytics, Data-Driven Decision-Making, Business Analysis, Productivity, Data Presentation, Analytical Skills, Code Review, Process Design, Time Management, Data Visualization, Exploratory Data Analysis, Stakeholder Communications, Project Management, Python Programming
In summary, here are 10 of our most popular applied machine learning courses
- Pipeline Engineering & Automation: Microsoft
- The Construction Industry: The Way Forward: Columbia University
- Modern Web Development Specialization: EDUCBA
- Improving Leadership & Governance in Nonprofit Organizations: University at Buffalo
- Fine Tune BERT for Text Classification with TensorFlow: Coursera
- Linear Algebra: Orthogonality and Diagonalization: Johns Hopkins University
- Advanced Human Resource Management Strategies: Sage Publications
- Digital Systems: From Logic Gates to Processors: Universitat Autònoma de Barcelona
- Abnormal Psychology: Wesleyan University
- Unity Game Deployment, XR, and Cross-Platform Strategies: Packt
