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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


  • E

    EDUCBA

    Master TQM and Six Sigma: Build Quality, Reduce Errors

    Skills you'll gain: Customer Relationship Management, Six Sigma Methodology, Continuous Improvement Process, Operational Excellence, Quality Management, Process Improvement, Customer experience strategy (CX), Quality Improvement, Production Management, Quality Management Systems, Customer Relationship Building, Quality Assurance and Control, Operational Efficiency, Product Quality (QA/QC), Production Process, Quality Assurance, Process Optimization, Customer experience improvement, Risk Analysis, Customer Engagement

    5
    Rating, 5 out of 5 stars
    ·
    12 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    AI for Business: Generation & Prediction

    Skills you'll gain: Responsible AI, AI Enablement, Generative AI, Data Ethics, Artificial Intelligence, Financial Forecasting, Business Ethics, Digital Transformation, Content Creation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    125 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Series Orientation: Transforming Education

    Skills you'll gain: Student-Centred Learning, Instructional Strategies, Education and Training, Community Development, Instructional Design, Diversity Equity and Inclusion Initiatives, Collaboration, Time Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    35 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad Nacional Autónoma de México

    Relational database systems

    Skills you'll gain: Database Systems, Database Theory, Relational Databases, Database Management, SQL, Databases, Database Design, Database Development, Database Software, Database Application, Database Management Systems, Information Systems, MySQL, Query Languages, Data Modeling, Transaction Processing, MySQL Workbench, Information Systems Security, Data Integrity, Performance Tuning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    461 reviews

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Analyze Sales Performance Using Microsoft Power BI

    Skills you'll gain: Gross Profit, Case Studies, Dashboard Creation, Performance Analysis, Business Reporting, Data Preprocessing, Business Analysis, Fiscal Management, Time Series Analysis and Forecasting

    4.4
    Rating, 4.4 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    UNSW Sydney (The University of New South Wales)

    Designing the Future of Work

    Skills you'll gain: Design Thinking, Design Strategies, Business Transformation, Workforce Development, Strategic Thinking, Automation, Digital Transformation, Emerging Technologies, Innovation, Service Design, Forecasting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    321 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Sustainability and the Circular Economy

    Skills you'll gain: Sustainable Development, Sustainable Design, Sustainable Systems, Sustainable Technologies, Sustainable Business, Organizational Leadership, Corporate Sustainability, Strategic Leadership, Environmental Resource Management, Business Leadership, Sustainable Architecture, Environment and Resource Management, Environmental Issue, Environment, Land Management, Climate Change Adaptation, Building Design, Climate Change Mitigation, Energy and Utilities, Economics

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    389 reviews

    Intermediate · Course · 1 - 3 Months

  • L

    Lecturio

    Nursing Prerequisites: Essential Sciences for Future Nurses

    Skills you'll gain: Microbiology, Pharmacology, Sensory Systems Analysis, Health Disparities, Drug Interaction, Pharmacotherapy, Molecular Biology, Infection Control, Infectious Diseases, Biochemistry, Psychology, Molecular, Cellular, and Microbiology, Sociology, Cultural Sensitivity, Analytical Chemistry, Immunology, Behavior Management, Biology, Decision Making, Taxonomy

    4.7
    Rating, 4.7 out of 5 stars
    ·
    16 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • C

    Coursera

    Systematic ML Optimization

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Model Training, Model Optimization, Configuration Management, Image Analysis, Debugging, Data Presentation, Experimentation, Computer Vision, Data Visualization, Deep Learning, Algorithms, Performance Tuning, Tensorflow, Failure Mode And Effects Analysis, Root Cause Analysis, Cost Management, Machine Learning, Performance Analysis

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Colorado System

    Cryptography and Information Theory

    Skills you'll gain: Cryptography, Brute-force attacks, Cryptographic Protocols, Encryption, Key Management, Cybersecurity, Computer Security, Information Assurance, Theoretical Computer Science, Threat Modeling, Communication Systems

    4.5
    Rating, 4.5 out of 5 stars
    ·
    550 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    DP-300 Azure Relational DBA

    Skills you'll gain: Performance Tuning, Microsoft Azure, Database Administration, Scalability, Relational Databases, Database Architecture and Administration, Database Management, Data Migration, Enterprise Security, Security Controls, Cloud Deployment, Disaster Recovery

    5
    Rating, 5 out of 5 stars
    ·
    25 reviews

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Introduction to Image Generation

    Skills you'll gain: Generative AI, Model Deployment, Generative Model Architectures, Cloud Deployment, Model Training

    4.5
    Rating, 4.5 out of 5 stars
    ·
    196 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Master TQM and Six Sigma: Build Quality, Reduce Errors: EDUCBA
  • AI for Business: Generation & Prediction: Coursera
  • Series Orientation: Transforming Education: University of Michigan
  • Relational database systems: Universidad Nacional Autónoma de México
  • Analyze Sales Performance Using Microsoft Power BI: EDUCBA
  • Designing the Future of Work: UNSW Sydney (The University of New South Wales)
  • Sustainability and the Circular Economy: University of Colorado Boulder
  • Nursing Prerequisites: Essential Sciences for Future Nurses: Lecturio
  • Systematic ML Optimization: Coursera
  • Cryptography and Information Theory: University of Colorado System

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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