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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


  • S

    Simplilearn

    Ethics in GenAI for Software Engineering Training

    Skills you'll gain: Legal Risk, Responsible AI, Data Ethics, Generative AI, Personally Identifiable Information, Law, Regulation, and Compliance, Engineering Software, Information Privacy, Artificial Intelligence, Case Studies, Diversity Awareness, Ethical Standards And Conduct, Mitigation

    Beginner · Course · 1 - 4 Weeks

  • K

    Knowledge Accelerators

    Microsoft 365 Copilot AI: Collaboration & Team Productivity

    Skills you'll gain: Microsoft Copilot, Microsoft Teams, Microsoft 365, Collaborative Software, Team Building, Meeting Facilitation, Taking Meeting Minutes, Brainstorming, Language Interpretation, Translation, and Studies, Project Management Software, Workflow Management, Technical Communication, Prioritization, Web Content Accessibility Guidelines, Microsoft Word, Microsoft PowerPoint, Editing, Generative AI

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Securing Industrial Control and Safety Instrumented Systems

    Skills you'll gain: Risk Management, Risk Management Framework, Infrastructure Security, Information Systems Security, Security Controls, Security Engineering, Safety and Security, Cybersecurity, Cyber Security Strategy, Cyber Risk, Vulnerability Assessments, Cyber Security Policies, Cyber Security Assessment, Industrial Design, Emerging Technologies

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Transformer Models and BERT Model - Français

    Skills you'll gain: Natural Language Processing, Generative Model Architectures, Large Language Modeling, Transfer Learning, Embeddings

    Advanced · Course · 1 - 4 Weeks

  • P

    Pearson

    Linux Foundation Certified System Administrator (LFCS): Unit 7

    Skills you'll gain: Virtual Machines, Virtualization, Containerization, Virtual Networking, Docker (Software), Linux, Cloud Deployment, Infrastructure as Code (IaC)

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Certified Cloud Security Professional Exam Prep

    Skills you'll gain: Threat Modeling, Cloud Security, Cyber Threat Intelligence, Open Web Application Security Project (OWASP), Data Governance, Security Information and Event Management (SIEM), Cloud Computing Architecture, Incident Response, Identity and Access Management, Cloud Infrastructure, DevSecOps, AWS Identity and Access Management (IAM), MITRE ATT&CK Framework, Business Continuity Planning, Data Management, Virtual Machines, System Monitoring, Network Monitoring, Zero Trust Network Access, Disaster Recovery

    Beginner · Specialization · 1 - 3 Months

  • A

    Arm

    Teaching AI on the Edge

    Skills you'll gain: Responsible AI, Open Source Technology, Data Ethics, AI Security, Artificial Intelligence, Large Language Modeling, Transfer Learning, Generative AI, Model Evaluation, Model Deployment, Information Privacy, Data Security

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    AZ-204 Developing Solutions for Microsoft Azure

    Skills you'll gain: Virtual Machines, Microsoft Azure, Serverless Computing, Cloud Development, Infrastructure As A Service (IaaS), Platform As A Service (PaaS), Authentications, Cloud Applications, Cloud Deployment, Containerization, NoSQL, Identity and Access Management, Cloud Storage, Application Performance Management, Operational Databases, Encryption

    Intermediate · Course · 3 - 6 Months

  • P

    Packt

    Cloud Deployment

    Skills you'll gain: Cloud Infrastructure, Cloud Deployment, Cloud Computing, Cloud Services, Virtual Networking, Cloud Management, Virtual Machines, Virtualization, Application Deployment, Data Migration, Disaster Recovery, Cloud Storage, Dynamic Host Configuration Protocol (DHCP), Containerization

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Optimize AI: Plan, Evaluate, and Learn

    Skills you'll gain: Risk Analysis, Risk Management Framework, Decision Making, AI Enablement, Continuous Deployment, Project Management Software, Strategic Decision-Making, Operational Analysis, Release Management, Project Planning, Predictive Modeling, A/B Testing, Business Priorities, Operational Efficiency, Algorithms, Experimentation, Advanced Analytics, Procedure Development, Product Planning, Product Development

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Advanced Data Applications and Integration

    Skills you'll gain: Rmarkdown, Web Scraping, Geospatial Information and Technology, Microsoft Azure, Cloud Storage, Interactive Data Visualization, R Programming, Data Collection, Cloud Services, Data Manipulation, Data Science, Data Visualization Software, Data Integration, Data Analysis, Data Ethics, Application Programming Interface (API)

    Beginner · Course · 1 - 3 Months

  • A

    AI CERTs

    Enterprise Blockchain & Auditing

    Skills you'll gain: Blockchain, Private Cloud, Go (Programming Language), Compliance Auditing, Frontend Integration, Microservices, Auditing, Application Programming Interface (API), Business Logic, Containerization, Security Testing, Debugging

    Advanced · Course · 1 - 3 Months

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

  • Ethics in GenAI for Software Engineering Training : Simplilearn
  • Microsoft 365 Copilot AI: Collaboration & Team Productivity: Knowledge Accelerators
  • Securing Industrial Control and Safety Instrumented Systems: Packt
  • Transformer Models and BERT Model - Français: Google Cloud
  • Linux Foundation Certified System Administrator (LFCS): Unit 7: Pearson
  • Certified Cloud Security Professional Exam Prep: LearnKartS
  • Teaching AI on the Edge: Arm
  • AZ-204 Developing Solutions for Microsoft Azure: Packt
  • Cloud Deployment: Packt
  • Optimize AI: Plan, Evaluate, and Learn: Coursera

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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