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  • Applied Machine Learning

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


  • C

    Coursera

    Empower Patients: Autonomy Through Simulation and Role-Play

    Skills you'll gain: Constructive Feedback, Ethical Standards And Conduct, Healthcare Ethics, Decision Making, Patient-centered Care, Patient Communication, Patient Education And Counseling, Discussion Facilitation, Clinical Leadership, Train The Trainer, Empowerment, Instructional Design, Instructional Strategies, Empathy

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Certified Scrum Master ( CSM ) Training – From Zero to CSM

    Skills you'll gain: Estimation, Conflict Management, Stakeholder Engagement

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Architect and Scale Robust Multi-Cloud AI Systems

    Skills you'll gain: Multi-Cloud, Enterprise Architecture, Cloud Computing Architecture, Cloud Platforms, Data-Driven Decision-Making, Solution Architecture, Systems Architecture, Cloud Infrastructure, Cloud Services, Artificial Intelligence and Machine Learning (AI/ML), Scalability, CI/CD, IT Security Architecture, Infrastructure As A Service (IaaS), Capacity Planning, Systems Analysis, Security Controls, Cost Containment, Blueprinting, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Shiny for Python Ultimate - Web Development with Python

    Skills you'll gain: Shiny (R Package), User Interface (UI), Data Visualization Software, Interactive Data Visualization, Application Deployment, Web Applications, Front-End Web Development, Data Analysis, Back-End Web Development, Spatial Data Analysis, Web Development, Full-Stack Web Development, Python Programming, Application Development, Development Environment

    Intermediate · Course · 1 - 3 Months

  • P

    Pearson

    Learn Reflection with Java

    Skills you'll gain: Java Programming, Test Script Development, Program Development, Application Frameworks, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Hexavalent Chromium: Regulations, Risks, and Sustainability

    Skills you'll gain: Occupational Safety And Health, Hazard Analysis, Chemistry, Safety Culture, Safety Training, Compliance Management, Environment Health And Safety, Mitigation, Environmental Regulations, Pollution Prevention, Risk Management, Water Quality, Personal protective equipment, Sustainable Technologies, Quality Assessment, Leadership, Program Evaluation

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Monitor, Scale and Backup Your AI App

    Skills you'll gain: Site Reliability Engineering, Scalability, Performance Analysis, Data Maintenance, Analytics, Event Monitoring, Service Level Agreement, System Support, Performance Review

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Secure Networking in Azure

    Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Virtual Private Networks (VPN), Network Security, Microsoft Azure, Network Administration, Network Routing, Cloud Security, Firewall, Virtual Networking, Wide Area Networks, Network Architecture, Network Monitoring, Security Controls, Encryption, Threat Detection

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Automate, Prioritize, and Project Backlogs

    Skills you'll gain: Backlogs, AI Enablement, Business Process Automation, Project Management Software, Strategic Prioritization, Workflow Management, Prioritization, Project Management, Administrative Support, Automation, Delegation Skills, Generative AI Agents

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Building Applications with Blazor Server & WASM

    Skills you'll gain: ASP.NET, JavaScript Frameworks, Application Programming Interface (API), Web Applications, Full-Stack Web Development, Restful API, .NET Framework, UI Components, Back-End Web Development, Object-Relational Mapping, Application Frameworks, Model View Controller, User Interface (UI), Data Modeling, Data Validation

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Unreal Engine 5 - Sci-Fi Environment Design

    Skills you'll gain: Unreal Engine, Virtual Environment, Post-Production, Game Design, 3D Assets, Adobe Photoshop, Conceptual Design, Design Elements And Principles, Creativity

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    生成 AI: 現在の状況を知る

    Skills you'll gain: Google Gemini, Responsible AI, Gemini, Google Cloud Platform, Generative AI, AI Enablement, Cloud Management, Cloud Infrastructure, Cloud Solutions, Model Deployment, Artificial Intelligence, MLOps (Machine Learning Operations), Innovation

    Beginner · Course · 1 - 3 Months

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In summary, here are 10 of our most popular applied machine learning courses

  • Empower Patients: Autonomy Through Simulation and Role-Play: Coursera
  • Certified Scrum Master ( CSM ) Training – From Zero to CSM: Packt
  • Architect and Scale Robust Multi-Cloud AI Systems: Coursera
  • Shiny for Python Ultimate - Web Development with Python: Packt
  • Learn Reflection with Java: Pearson
  • Hexavalent Chromium: Regulations, Risks, and Sustainability: Coursera
  • Monitor, Scale and Backup Your AI App: Coursera
  • Secure Networking in Azure: Packt
  • Automate, Prioritize, and Project Backlogs: Coursera
  • Building Applications with Blazor Server & WASM: Packt

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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