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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

    Facial Expression Recognition with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Fine-tuning, Model Training, Convolutional Neural Networks, Deep Learning, Image Analysis, Computer Vision, Model Evaluation, Applied Machine Learning, Data Preprocessing, Classification Algorithms, Data Transformation

    3.9 stars, 60 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 3.9 (60) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • C

    Coursera

    Network Virtualization & SDN: Secure & Automate OpenFlow

    Skills you'll gain: Software-Defined Networking, Virtual Networking, Network Architecture, Role-Based Access Control (RBAC), Network Administration, Network Switches, Network Planning And Design, Network Security, Network Troubleshooting, Network Performance Management, Security Controls, IT Automation, Automation, Network Analysis, Event-Driven Programming, Cryptographic Protocols, Python Programming, IT Management, Pandas (Python Package)

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • E

    EDUCBA

    Lean Six Sigma Yellow Belt: Apply, Analyze & Improve Quality

    Skills you'll gain: Process Mapping, Lean Six Sigma, Six Sigma Methodology, Quality Management, Process Analysis, Quality Improvement, Data-Driven Decision-Making, Process Flow Diagrams, Pareto Chart, Run Chart, Statistical Process Controls, Process Improvement, Statistical Analysis, Product Quality (QA/QC), Quality Assessment, Quality Control, Data Analysis, Histogram, Scatter Plots, Data Visualization

    4.6 stars, 44 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (44) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Event Planning, Marketing and Execution

    Skills you'll gain: Event Marketing, Event Management, Competitive Analysis, Events and Conferences, Event Planning, Strategic Planning, Brand Marketing, Risk Analysis, Team Leadership, Budget Management, Business Planning, Promotional Strategies, Promotions and Campaigns, Team Management, Market Analysis, Marketing Budgets, Plan Execution, Risk Management, Operational Analysis, Branding

    4.8 stars, 37 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (37) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • I

    IBM

    Penetration Testing, Threat Hunting, and Cryptography

    Skills you'll gain: Cyber Threat Hunting, Cyber Threat Intelligence, Penetration Testing, Threat Detection, MITRE ATT&CK Framework, Cryptography, Security Testing, Application Security, Encryption, Cybersecurity, Vulnerability Scanning, Brute-force attacks, Vulnerability Assessments, AI Integrations, Exploitation techniques, Test Planning

    4.6 stars, 2.5K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.6 (2.5K) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • N

    Northwestern University

    The Importance of Listening

    Skills you'll gain: Social Media Analytics, Real Time Data, Social Media Content, Data Collection, Social Media, Social Media Marketing, Big Data, Marketing Analytics, Crisis Management, Data-Driven Marketing, Analytics, Social Media Strategy, Content Strategy, Text Mining, Data-Driven Decision-Making

    4.7 stars, 1.6K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (1.6K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Optimizing and Deploying ASP.NET Core Web APIs

    Skills you'll gain: ASP.NET, Application Programming Interface (API), Restful API, API Design, API Testing, Cloud Deployment, .NET Framework, Microsoft Azure, Application Deployment, Performance Tuning, Maintainability, Software Documentation, Flask (Web Framework), Scalability, Object-Relational Mapping, Software Versioning, System Monitoring, Debugging, Query Languages, Security Controls

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Terraform Associate (004) Exam Prep 2026

    Skills you'll gain: Infrastructure as Code (IaC), Terraform, Infrastructure Architecture, IT Automation, Cloud Infrastructure, DevOps, Cloud Management, Configuration Management, Code Reusability, Cloud Deployment, Amazon Web Services, Cloud Computing, Cloud Engineering, Amazon S3, Verification And Validation, Dependency Analysis

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • P

    Packt

    Automation, Reporting, and Advanced Features

    Skills you'll gain: Salesforce, Salesforce Development, Dashboard, Dashboard Creation, Marketing Automation, Process Design, Application Lifecycle Management, Application Deployment, User Flows, Email Automation, Business Process Automation, Workflow Management, Business Reporting, Automation, Report Writing, Sales Process

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of the Arts London

    Fashion Values: Cultures

    Skills you'll gain: Cultural Responsiveness, Diversity Awareness, Culture, Cultural Diversity, Sustainable Development, Sustainable Systems, Aesthetics, Cultural Sensitivity, Design Thinking, Social Justice, Diversity Equity and Inclusion Initiatives, Storytelling, Sociology, Ethical Standards And Conduct

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • D

    DeepLearning.AI

    L’IA pour tous

    Skills you'll gain: AI Product Strategy, AI Enablement, Business Strategy, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Responsible AI, Data Ethics, Artificial Neural Networks, Applied Machine Learning, Data Science, Deep Learning, Machine Learning, Recruitment

    4.7 stars, 45 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (45) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    Edureka

    Introduction to Linux

    Skills you'll gain: Linux, Linux Administration, grep, Linux Commands, Linux Servers, Command-Line Interface, Unix Commands, Unix, Unix Shell, File I/O, File Management, File Systems, Data Pipelines, Dataflow, Operating Systems, Unstructured Data, Administration, Administrative Support, IT Security Architecture, IT Service Management

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Facial Expression Recognition with PyTorch: Coursera
  • Network Virtualization & SDN: Secure & Automate OpenFlow: Coursera
  • Lean Six Sigma Yellow Belt: Apply, Analyze & Improve Quality: EDUCBA
  • Event Planning, Marketing and Execution: EDUCBA
  • Penetration Testing, Threat Hunting, and Cryptography: IBM
  • The Importance of Listening: Northwestern University
  • Optimizing and Deploying ASP.NET Core Web APIs: Packt
  • Terraform Associate (004) Exam Prep 2026: Packt
  • Automation, Reporting, and Advanced Features: Packt
  • Fashion Values: Cultures: University of the Arts London

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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