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
Edureka
Skills you'll gain: MongoDB, NoSQL, Database Management, Data Wrangling, Performance Tuning, Database Design, Data Modeling, Query Languages, Analytics, Data Processing, Data Manipulation, Scalability, Disaster Recovery
Skills you'll gain: Data Structures, Algorithms, Computational Thinking, Programming Principles, Theoretical Computer Science, Software Engineering, Computer Programming, Performance Tuning
Skills you'll gain: Responsible AI, Governance Risk Management and Compliance, Risk Management, ISO/IEC 27001, Compliance Management, AI Security, Risk Modeling, Business Risk Management, Enterprise Risk Management (ERM), Governance, Risk Control, Security Testing, Analysis, Threat Modeling, Technical Communication, Business Reporting
Skills you'll gain: Prompt Engineering, Prompt Patterns, Prompt Engineering Tools, Generative AI, Microsoft Copilot, Scrum (Software Development), AI Enablement, Backlogs, AI Workflows, Responsible AI, User Story, Anthropic Claude, Sprint Planning, AI Integrations, Agile Methodology, Productivity Software, Prioritization
Birla Institute of Technology & Science, Pilani
Skills you'll gain: Cloud Computing, Cloud Security, Cloud Hosting, Amazon Web Services, Cloud Infrastructure, Cloud Computing Architecture, Cloud Solutions, Cloud Services, Amazon S3, Distributed Computing, Amazon Elastic Compute Cloud, Cloud Management, Capacity Management, Cloud Deployment, Infrastructure As A Service (IaaS), Virtualization, Cloud Storage, Software As A Service, Virtualization and Virtual Machines, AWS Identity and Access Management (IAM)
University of Maryland, College Park
Skills you'll gain: Innovation, New Product Development, Design Thinking, Agile Product Development, Product Development, Product Improvement, Product Management, Product Lining, Business Modeling, Product Strategy, Performance Metric, Customer experience strategy (CX), Product Marketing, Key Performance Indicators (KPIs), Product Planning, Value Propositions, Performance Measurement, Portfolio Management, Customer Insights, Customer experience improvement
Birla Institute of Technology & Science, Pilani
Skills you'll gain: Object Oriented Design, Software Architecture, Software Design, Software Design Patterns, Object Oriented Programming (OOP), Software Development Life Cycle, Software Development, Software Engineering, Maintainability, Systems Architecture, Program Development, Service Oriented Architecture, Technical Design, Web Services, Model View Controller, Event-Driven Programming, User Interface (UI), Distributed Computing
Dassault Systèmes
Skills you'll gain: SolidWorks (CAD), Technical Design, Design Software, Computer-Aided Design, 3D Modeling
Skills you'll gain: Amazon Web Services, Distributed Denial-Of-Service (DDoS) Attacks, Infrastructure Security, Cloud Security, Network Security, Application Security, Firewall, Amazon Elastic Compute Cloud, Endpoint Security, Data Security, Security Controls, Network Monitoring
Skills you'll gain: Usability Testing, Usability, Software Testing, Software Quality (SQA/SQC), Test Planning, Human Centered Design, User Experience Design, Technical Communication, User Research, UI/UX Research, Quality Assurance, Verification And Validation, User Centered Design, Report Writing, Web Content Accessibility Guidelines, Stakeholder Engagement
John Wiley & Sons
Skills you'll gain: AutoCAD, Computer-Aided Design, Technical Drawing, Engineering Drawings, Architectural Drawing, Design Software, Plot (Graphics), Graphical Tools, User Interface (UI), Command-Line Interface, Digital Design, UI Components, Design and Product, Design Elements And Principles, Systems Of Measurement
Logical Operations
Skills you'll gain: Seaborn, Matplotlib, Data Transformation, Plot (Graphics), Pandas (Python Package), Data Manipulation, Data Visualization Software, NumPy, Data Visualization, Data Analysis, Scatter Plots, Data Science, Jupyter, Graphing, Data Processing, Box Plots, Python Programming, Computer Programming, Computer Programming Tools, Software Development
In summary, here are 10 of our most popular applied machine learning courses
- Data Wrangling with MongoDB:Â Edureka
- Introduction to Data Structures and Algorithmic Foundations:Â Packt
- Risk Management for Cyber Security Managers:Â Packt
- AI-Enhanced Scrum Master – Smarter Agile Automation: Packt
- Cloud Computing Fundamentals:Â Birla Institute of Technology & Science, Pilani
- Lean Enterprise Framework: Transform the Business Model:Â University of Maryland, College Park
- Software Design Principles:Â Birla Institute of Technology & Science, Pilani
- xDesign Feature Patterns and Sweeps: Dassault Systèmes
- Securing Hosts, Network, and Edge in AWS:Â Packt
- Mastering Usability Testing: Techniques and Best Practices:Â Board Infinity
