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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
    Free Trial
    C

    Coursera

    Building Trustworthy AI

    Skills you'll gain: AI Security, Responsible AI, Threat Modeling, Governance Risk Management and Compliance, Compliance Management, Risking, Data Ethics, Data Governance, Model Evaluation, Reinforcement Learning, Risk Management, Prompt Engineering, Governance, Regulatory Compliance, Security Testing, MLOps (Machine Learning Operations), MITRE ATT&CK Framework, Continuous Monitoring, Ethical Standards And Conduct, Vulnerability Assessments

    3.3
    Rating, 3.3 out of 5 stars
    ·
    15 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Predict Ad Clicks Using Logistic Regression and XG-Boost

    Skills you'll gain: Model Evaluation, Scikit Learn (Machine Learning Library), Data Visualization, Feature Engineering, Data Preprocessing, Model Training, Customer Analysis, Predictive Modeling, Scientific Visualization, Predictive Analytics, Marketing Analytics, Applied Machine Learning, Online Advertising, Data-Driven Marketing, Logistic Regression, Data Cleansing, Data Manipulation, Machine Learning, Python Programming, Deep Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    Universitat Autònoma de Barcelona

    Sport Sponsorship. Let them Play

    Skills you'll gain: Peer Review, Event Marketing, Internal Communications, Brand Management, Branding, Promotional Strategies, Business Development, Brand Strategy, Proposal Development, Event Planning, Campaign Planning, Case Studies, Stakeholder Engagement, Driving engagement, Strategic Partnership, Stakeholder Management, Stakeholder Analysis, Stakeholder Communications, Employee Engagement

    4.4
    Rating, 4.4 out of 5 stars
    ·
    286 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    E

    EDUCBA

    Basel III Norms: Apply Standards in US & UK Banking

    Skills you'll gain: Bank Regulations, Risk Management Framework, Risk Analysis, Risk Management, Banking, Financial Regulation, Financial Systems, Regulatory Compliance, Commercial Banking, Regulatory Requirements

    4.7
    Rating, 4.7 out of 5 stars
    ·
    25 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Statistics and Data Analysis with Excel

    Skills you'll gain: Data Visualization, Statistical Inference, Statistical Hypothesis Testing, Data-Driven Decision-Making, Descriptive Statistics, Statistical Analysis, Statistical Methods, Sampling (Statistics), Excel Formulas, Spreadsheet Software, Box Plots, Time Series Analysis and Forecasting, Data Analysis Software, Statistical Modeling, Advanced Analytics, Financial Forecasting, Probability Distribution, Descriptive Analytics, Variance Analysis, Predictive Modeling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    133 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Team Software Engineering with AI

    Skills you'll gain: Software Documentation, LLM Application, Collaborative Software, Software Testing, Technical Documentation, Large Language Modeling, AI Integrations, Dependency Analysis, Security Testing, AI literacy, Package and Software Management, Debugging, Software Engineering

    4.6
    Rating, 4.6 out of 5 stars
    ·
    184 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Understand Human Resource Management Fundamentals

    Skills you'll gain: Performance Management, Human Resource Strategy, Employee Performance Management, Workforce Development, Workforce Planning, Human Resources, Performance Appraisal, Talent Management, Performance Review, Human Resources Management and Planning, Human Capital, Employee Engagement, People Development, Talent Acquisition, Diversity Equity and Inclusion Initiatives, Management Training And Development, Workplace inclusivity, Talent Recruitment, Human Relations Movement, Employee Training

    4.7
    Rating, 4.7 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    TensorFlow for Beginners: Basic Binary Image Classification

    Skills you'll gain: Model Deployment, Tensorflow, Model Evaluation, Data Preprocessing, Image Analysis, Model Training, Artificial Neural Networks, Convolutional Neural Networks, Model Optimization, Data Processing, Network Model, Applied Machine Learning, Machine Learning Methods, Computer Vision, Deep Learning

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    T

    The University of Tokyo

    Studying at Japanese Universities

    Skills you'll gain: Language Competency, English Language, Adaptability, Student Support and Services, Program Evaluation, Student Engagement, Academic Advising, Multilingualism, Rapport Building, Program Development, Education and Training, Project Planning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    457 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Real Madrid Graduate School Universidad Europea

    Theoretical Bases of Health and Injury Management

    Skills you'll gain: Kinesiology, Applied Machine Learning, Statistical Machine Learning, Machine Learning Methods, Medical Equipment and Technology, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Health Technology, Machine Learning, Data-Driven Decision-Making, Epidemiology, Load Balancing, Decision Tree Learning, Health Education, Systems Engineering, Psychological Evaluations

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Illinois Urbana-Champaign

    An Introduction to Accessibility and Inclusive Design

    Skills you'll gain: Disabilities, Web Content Accessibility Guidelines, Education and Training, Multimedia, Educational Materials, Adaptive Equipment, Pedagogy, Hypertext Markup Language (HTML), Developmental Disabilities, Instructional Design, Visual Impairment Education, Diversity Awareness, Labor Law, Law, Regulation, and Compliance, Family and Medical Leave Act of 1993, Microsoft Office

    4.6
    Rating, 4.6 out of 5 stars
    ·
    252 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    L

    Lund University

    European Business Law: Competing in Europe

    Skills you'll gain: Intellectual Property, Legal Strategy, Legal Writing, Regulation and Legal Compliance, Law, Regulation, and Compliance, Compliance Management, Commercial Laws, Competitive Analysis, Mergers & Acquisitions, Advocacy, Commercialization, Branding, Brand Strategy, Procurement, Innovation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    310 reviews

    Beginner · Course · 1 - 3 Months

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

  • Building Trustworthy AI: Coursera
  • Predict Ad Clicks Using Logistic Regression and XG-Boost: Coursera
  • Sport Sponsorship. Let them Play: Universitat Autònoma de Barcelona
  • Basel III Norms: Apply Standards in US & UK Banking: EDUCBA
  • Statistics and Data Analysis with Excel: Macquarie University
  • Team Software Engineering with AI: DeepLearning.AI
  • Understand Human Resource Management Fundamentals: EDUCBA
  • TensorFlow for Beginners: Basic Binary Image Classification: Coursera
  • Studying at Japanese Universities: The University of Tokyo
  • Theoretical Bases of Health and Injury Management: Real Madrid Graduate School Universidad Europea

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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