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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
    A

    Arizona State University

    Lesson Planning with the ELL in Mind

    Skills you'll gain: Lesson Planning, Language Competency, English Language, Curriculum Planning, Instructional and Curriculum Design, Language Learning, Student Engagement, Grammar, Vocabulary, Literacy

    4.7
    Rating, 4.7 out of 5 stars
    ·
    202 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free
    Free
    C

    Curtis Institute of Music

    Exploring Beethoven’s Piano Sonatas

    Skills you'll gain: Musical Composition, Music History, Instrumental Music, Classical Music, Music Theory, Music Performance

    4.8
    Rating, 4.8 out of 5 stars
    ·
    612 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Cape Town

    Severe to Profound Intellectual Disability: Circles of Care and Education

    Skills you'll gain: Lifelong Learning, Family Support, Disabilities, Working With Children, Caregiving, Training Programs, Human Learning, Patient Education and Support, Special Education, Child Development, Advocacy, Curriculum Planning, Care Coordination, Instructional Strategies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    195 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Quantum Mechanics for Engineers

    Skills you'll gain: Electrical Engineering, Numerical Analysis, Linear Algebra, Physics, Angular, Engineering Calculations, Applied Mathematics, Advanced Mathematics, Mathematical Modeling, Calculus, Differential Equations, Physical Science

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    106 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    D

    DeepLearning.AI

    هيكلة مشاريع التعلم الآلي

    Skills you'll gain: Technical Management, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Debugging, Deep Learning, Machine Learning, Supervised Learning, Model Evaluation, Performance Tuning, Test Data

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    N

    National Taiwan University

    發展心理學:哲學觀與方法論 (Developmental Psychology: Philosophical Bases and Methodology)

    Skills you'll gain: Child Development, Research Methodologies, Research Design, Research, Human Development, Learning Theory, Human Learning, Data Collection, Psychology, Ethical Standards And Conduct

    4.6
    Rating, 4.6 out of 5 stars
    ·
    92 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Predict Baby Weight with TensorFlow on AI Platform

    Skills you'll gain: Model Deployment, Tensorflow, Applied Machine Learning, Google Cloud Platform, Predictive Modeling, Data Processing, Machine Learning, Supervised Learning, Data Science

    4.3
    Rating, 4.3 out of 5 stars
    ·
    8 reviews

    Advanced · Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    University of Michigan

    Act on Climate: Steps to Individual, Community, and Political Action

    Skills you'll gain: Climate Change Mitigation, Climate Change Adaptation, Social Impact, Sustainable Development, Sustainable Design, Driving engagement

    4.7
    Rating, 4.7 out of 5 stars
    ·
    199 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    CertNexus

    CertNexus Certified Data Science Practitioner

    Skills you'll gain: Extract, Transform, Load, Data Analysis, Data Preprocessing, Jupyter, Data Visualization, Unsupervised Learning, Statistical Analysis, Model Evaluation, Exploratory Data Analysis, Data Migration, Machine Learning, Business Analytics, Classification Algorithms, Analytical Skills, Data Manipulation, Data Storytelling, Stakeholder Engagement, Project Scoping, Business Priorities, Business Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    81 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Foundations of Sports Analytics: Data, Representation, and Models in Sports

    Skills you'll gain: Statistical Methods, Regression Analysis, Plot (Graphics), Data Cleansing, Statistical Hypothesis Testing, Correlation Analysis, Data Preprocessing, Matplotlib, Data Visualization, Statistical Analysis, Scatter Plots, R Programming, Data Analysis, Descriptive Statistics, Pandas (Python Package), Python Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    204 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Getting Started with Front-End and Web Development

    Skills you'll gain: Application Development, User Interface and User Experience (UI/UX) Design, Web Design and Development, Front-End Web Development, No-Code Development, WordPress, Web Applications, Web Development, Full-Stack Web Development, Back-End Web Development, Content Management Systems

    4.6
    Rating, 4.6 out of 5 stars
    ·
    409 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    CertNexus

    Create and Lead an Ethical Data-Driven Organization

    Skills you'll gain: Governance, Data Ethics, Business Ethics, Business Leadership, Organizational Leadership, Governance Risk Management and Compliance, Ethical Standards And Conduct, Policy Development, Human Resource Policies, Culture Transformation, Business Transformation, Stakeholder Engagement, Data Governance, Responsible AI, Policy Analysis, Stakeholder Management, Change Management, Employee Engagement

    4.6
    Rating, 4.6 out of 5 stars
    ·
    90 reviews

    Beginner · Course · 1 - 3 Months

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

  • Lesson Planning with the ELL in Mind: Arizona State University
  • Exploring Beethoven’s Piano Sonatas: Curtis Institute of Music
  • Severe to Profound Intellectual Disability: Circles of Care and Education: University of Cape Town
  • Quantum Mechanics for Engineers: University of Colorado Boulder
  • هيكلة مشاريع التعلم الآلي: DeepLearning.AI
  • 發展心理學:哲學觀與方法論 (Developmental Psychology: Philosophical Bases and Methodology): National Taiwan University
  • Predict Baby Weight with TensorFlow on AI Platform: Google Cloud
  • Act on Climate: Steps to Individual, Community, and Political Action: University of Michigan
  • CertNexus Certified Data Science Practitioner: CertNexus
  • Foundations of Sports Analytics: Data, Representation, and Models in Sports: University of Michigan

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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