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: Generative Adversarial Networks (GANs), Generative AI, Fraud detection, Keras (Neural Network Library), Tensorflow, Data Preprocessing, Deep Learning, Dimensionality Reduction, Exploratory Data Analysis, Anomaly Detection, Data Visualization, Data Synthesis, Python Programming
University of Colorado Boulder
Skills you'll gain: Education Software and Technology, Mathematics Education, Growth Mindedness, Digital pedagogy, Simulation and Simulation Software, Simulations, User Feedback, Interactive Design, Research, Experimentation, Scientific Visualization, Chemistry, Display Devices, Physics, Biology
Khalifa University
Skills you'll gain: AI Enablement, Feature Engineering, Responsible AI, Data Preprocessing, Strategic Decision-Making, Business Leadership, Data-Driven Decision-Making, Data Ethics, Business Analytics, Natural Language Processing, Large Language Modeling, Artificial Intelligence, Predictive Analytics, Advanced Analytics, Governance, Data Governance, Systems Integration, Business Ethics, Workflow Management, Applied Machine Learning
Cisco Learning and Certifications
Skills you'll gain: OSI Models, Network Security, Network Protocols, Network Architecture, Network Performance Management, Network Monitoring, Role-Based Access Control (RBAC), Network Troubleshooting, Network Administration, Computer Networking, TCP/IP, Network Planning And Design, Cybersecurity, Routing Protocols, Firewall, Network Routing, Network Analysis, IT Infrastructure, Cloud Computing, Automation
University of California, Davis
Skills you'll gain: Chemical Engineering, Hazard Analysis, Safety Assurance, Process Engineering, Engineering Analysis, Environmental Engineering, Engineering Calculations, Mathematical Modeling, Applied Mathematics
Amazon Web Services
Skills you'll gain: Infrastructure as Code (IaC), Cloud Engineering, Serverless Computing, CI/CD, Data Infrastructure, Amazon Web Services, Data Architecture, AWS Identity and Access Management (IAM), AWS CloudFormation, Infrastructure Architecture, Security Controls, Cloud Applications, Amazon CloudWatch, Terraform
Hebrew University of Jerusalem
Skills you'll gain: Calculus, Advanced Mathematics, Trigonometry, Mathematical Theory & Analysis, Geometry, Integral Calculus, Algebra, Graphing, Applied Mathematics, Derivatives
University of Illinois Urbana-Champaign
Skills you'll gain: Agile Methodology, Waterfall Methodology, Project Planning, Agile Project Management, Project Management Life Cycle, Communication Planning, Project Management, Sprint Planning, Scope Management, Project Estimation, Project Scoping, Project Schedules, Stakeholder Management, Risk Management, Work Breakdown Structure, Resource Management
The University of Edinburgh
Skills you'll gain: Open Mindset, Curiosity, Willingness To Learn, Self-Awareness, Empathy, Child Development, Cognitive flexibility, Emotional Intelligence, Critical Thinking, Social Sciences
Macquarie University
Skills you'll gain: Business Strategy, Strategic Thinking, Customer Analysis, Strategic Marketing, Growth Strategies, Competitive Analysis, Business Planning, Market Analysis, Strategic Decision-Making, Market Opportunities, Value Propositions, Organizational Effectiveness, Analysis, Innovation
Skills you'll gain: Fraud detection, Generative AI, Responsible AI, Regulatory Requirements, Compliance Management, Governance, Risk Management, Data Ethics, Anomaly Detection, Artificial Intelligence, AI Enablement, Model Evaluation, Forecasting
Pontificia Universidad Católica de Chile
Skills you'll gain: Object Oriented Programming (OOP), Data Structures, Computer Programming, Algorithms, Program Development, Computational Thinking, Python Programming, Analysis
In summary, here are 10 of our most popular applied machine learning courses
- Data Balancing with Gen AI: Credit Card Fraud Detection:Â Coursera
- Aprendizaje Activo STEM con Simulaciones Interactivas PhET:Â University of Colorado Boulder
- AI for Executives: AI for Business Decision Making:Â Khalifa University
- Network Fundamentals:Â Cisco Learning and Certifications
- Predictive Models for Toxic Chemical Releases:Â University of California, Davis
- Data Engineering on AWS - Foundations:Â Amazon Web Services
- Invitation to Mathematics ×”×–×ž× ×” למתמטיקה: Hebrew University of Jerusalem
- Project Initiation and Planning:Â University of Illinois Urbana-Champaign
- Intellectual Humility: Science:Â The University of Edinburgh
- Strategic management: Be competitive:Â Macquarie University
