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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


  • Status: Free Trial
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    IBM

    Generative AI Engineering and Fine-Tuning Transformers

    Skills you'll gain: Generative AI, Fine-tuning, Large Language Modeling, Generative Model Architectures, Model Optimization, Prompt Engineering, Model Training, PyTorch (Machine Learning Library)

    4.5
    Rating, 4.5 out of 5 stars
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    116 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Nanyang Technological University, Singapore

    Motivating Today's Learners: What Parents and Teachers Need to Know

    Skills you'll gain: Motivational Skills, Growth Mindedness, Student Engagement, Learning Strategies, Self-Motivation, Learning Theory, Empowerment, Resilience, Interactive Learning, Driving engagement, Needs Assessment, Learning Styles, Emotional Intelligence, Behavioral Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    361 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    IBM

    Cybersecurity Compliance Framework, Standards & Regulations

    Skills you'll gain: IT Service Management, Governance Risk Management and Compliance, Information Technology Infrastructure Library, Service Management, IT Management, Responsible AI, Compliance Auditing, Cyber Risk, Data Ethics, Cyber Governance, Information Technology, Regulatory Compliance, Auditing, Cybersecurity, Regulation and Legal Compliance, Compliance Management, Law, Regulation, and Compliance, Cyber Security Assessment, ISO/IEC 27001, Risk Management

    4.7
    Rating, 4.7 out of 5 stars
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    3.5K reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    Securing, Testing, and Extending ASP.NET Core Web APIs

    Skills you'll gain: GraphQL, ASP.NET, API Testing, Application Programming Interface (API), Unit Testing, API Design, Restful API, Identity and Access Management, .NET Framework, Back-End Web Development, Authentications, Maintainability, Integration Testing, Web Services, User Accounts, Software Testing, Query Languages, Web Applications, Authorization (Computing)

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    EDUCBA

    Apply R for Business Analytics Projects

    Skills you'll gain: Fraud detection, Marketing Analytics, Data-Driven Marketing, Predictive Modeling, People Analytics, Customer Analysis, Feature Engineering, Marketing Effectiveness, Exploratory Data Analysis, Anomaly Detection, Customer Retention, Advanced Analytics, Marketing Strategies, Job Analysis, Predictive Analytics, Analytics, R Programming, Credit Risk, R (Software), Applied Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    15 reviews

    Beginner · Specialization · 1 - 3 Months

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    SkillUp

    AI Safety Fundamentals: Protecting Users and Organizations

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    IBM Mainframe Developer

    Skills you'll gain: Mainframe Computing, COBOL (Programming Language), Systems Development Life Cycle, Software Development Life Cycle, Mainframe Technologies, z/OS, Unit Testing, Systems Analysis, Job Control Language (JCL), IBM DB2, Systems Development, Agile Software Development, Debugging, Pseudocode, Program Development, Software Development Methodologies, Virtualization, Agile Methodology, Software Development, File I/O

    4.6
    Rating, 4.6 out of 5 stars
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    1.4K reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    Tecnológico de Monterrey

    Diseño Instruccional: Aprendizaje activo y Pedagogía digital

    Skills you'll gain: Digital pedagogy, Instructional and Curriculum Design, Education Software and Technology, Instructional Design, Course Development, Pedagogy, Problem Solving, Education and Training, Instructional Strategies, digital literacy, Educational Materials, Training Programs, Emerging Technologies, Innovation, Quality Assurance, Critical Thinking and Problem Solving, Strategic Planning, Solution Design, Technical Documentation, Continuous Monitoring

    4.7
    Rating, 4.7 out of 5 stars
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    1.4K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Pennsylvania

    Effective Compliance Programs

    Skills you'll gain: Compliance Training, Compliance Management, Regulatory Compliance, Law, Regulation, and Compliance, Internal Communications, Regulatory Requirements, Procedure Development, Continuous Monitoring, Culture Transformation, Behavior Management, Disciplinary Procedures, Ethical Standards And Conduct, Psychology, Strategic Planning

    4.9
    Rating, 4.9 out of 5 stars
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    884 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Culture-Driven Team Building

    Skills you'll gain: Diversity Programs, Team Building, Diversity Training, Diversity and Inclusion, Diversity Awareness, Team Management, Employee Coaching, Smart Goals, Diversity Equity and Inclusion Initiatives, Goal Setting, Intercultural Competence, Cultural Diversity, Team Leadership, Team Performance Management, Systems Thinking, Presentations, Cognitive flexibility, Case Studies, Collaboration, Culture

    4.7
    Rating, 4.7 out of 5 stars
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    1.3K reviews

    Beginner · Specialization · 3 - 6 Months

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    Replit

    Building Your First App with Replit

    Skills you'll gain: Vibe coding, Prompt Engineering, No-Code Development, AI powered creativity, Agentic Workflows, AI Workflows, Application Deployment, Generative AI Agents, Application Development, Dependency Analysis, Development Environment, Generative AI, Integrated Development Environments, Software Development Tools, Package and Software Management, Change Control, Digital Publishing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    EDUCBA

    Master AutoCAD Basics: Create, Modify & Annotate 2D Drawings

    Skills you'll gain: AutoCAD, Technical Drawing, Engineering Drawings, Computer-Aided Design, Architectural Drawing, Drafting and Engineering Design, Autodesk, User Interface (UI)

    4.7
    Rating, 4.7 out of 5 stars
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    24 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Generative AI Engineering and Fine-Tuning Transformers: IBM
  • Motivating Today's Learners: What Parents and Teachers Need to Know: Nanyang Technological University, Singapore
  • Cybersecurity Compliance Framework, Standards & Regulations: IBM
  • Securing, Testing, and Extending ASP.NET Core Web APIs: Packt
  • Apply R for Business Analytics Projects: EDUCBA
  • AI Safety Fundamentals: Protecting Users and Organizations: SkillUp
  • IBM Mainframe Developer: IBM
  • Diseño Instruccional: Aprendizaje activo y Pedagogía digital: Tecnológico de Monterrey
  • Effective Compliance Programs: University of Pennsylvania
  • Culture-Driven Team Building: University of Pennsylvania

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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