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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


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    J

    Johns Hopkins University

    Major Depression in the Population: A Public Health Approach

    Skills you'll gain: Public Health and Disease Prevention, Community Mental Health Services, Research Methodologies, Health Policy, Public Health, Epidemiology, Mental Health, Social Determinants Of Health, Research Design, Health Disparities, Maternal Health, Mental Health Diseases and Disorders, Psychiatry, Mental and Behavioral Health, Behavioral Health, Mental Health Therapies, Cultural Sensitivity

    4.7
    Rating, 4.7 out of 5 stars
    ·
    384 reviews

    Beginner · Course · 1 - 3 Months

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    É

    École Polytechnique Fédérale de Lausanne

    Mécanique de Newton

    Skills you'll gain: Differential Equations, Engineering Analysis, Mechanics, Applied Mathematics, Calculus, Mechanical Engineering, Linear Algebra, Mathematical Modeling, Physics, Geometry, Vibrations, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
    ·
    114 reviews

    Mixed · Course · 1 - 3 Months

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    É

    École Polytechnique Fédérale de Lausanne

    L'art des structures 1 : Câbles et arcs

    Skills you'll gain: Structural Analysis, Construction, Structural Engineering, Architecture and Construction, Civil and Architectural Engineering, Civil Engineering, Materials science, Engineering Analysis, Engineering Calculations, Mechanics, Applied Mathematics

    4.8
    Rating, 4.8 out of 5 stars
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    49 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Trees and Graphs: Basics

    Skills you'll gain: Graph Theory, Data Structures, Algorithms, Tree Maps, Theoretical Computer Science, Analysis, Python Programming

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    192 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Quantitative Finance & Risk Modeling

    Skills you'll gain: Financial Modeling, Descriptive Statistics, Data Literacy, Financial Forecasting, Reconciliation, Financial Analysis, A/B Testing, Portfolio Risk, Model Evaluation, Data Cleansing, Classification And Regression Tree (CART), Regression Analysis, Exploratory Data Analysis, Predictive Modeling, Data Analysis, Risk Analysis, Risk Management, R Programming, Statistical Analysis, Machine Learning

    3.9
    Rating, 3.9 out of 5 stars
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    15 reviews

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    AI & Quantum Computing – Zero to Expert Bootcamp

    Skills you'll gain: Reinforcement Learning, Machine Learning Methods, Deep Learning, Model Training, Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Tensorflow, Machine Learning, Quantum computing, Applied Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Model Optimization, Artificial Neural Networks, Algorithms, Python Programming

    Intermediate · Course · 1 - 3 Months

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    U

    University of Cape Town

    Severe to Profound Intellectual Disability: Circles of Care and Education

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

    4.8
    Rating, 4.8 out of 5 stars
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    200 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Statistics and Data Analysis with Excel, Part 1

    Skills you'll gain: Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Probability, Box Plots, Histogram, Probability Distribution, Probability & Statistics, Scatter Plots, Statistics, Microsoft Excel, Excel Formulas, Data Analysis, Statistical Methods, Spreadsheet Software, Bayesian Statistics

    4.5
    Rating, 4.5 out of 5 stars
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    42 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apply Advanced Statistical Modeling Using SPSS

    Skills you'll gain: Descriptive Analytics, SPSS, Logistic Regression, SPSS (Software), Regression Analysis, Analytics, Advanced Analytics, Correlation Analysis, Data Analysis, Statistical Reporting, Descriptive Statistics, Statistical Modeling, Exploratory Data Analysis, Data Storytelling, Statistical Analysis, Predictive Modeling, Data Presentation, Predictive Analytics, Statistical Visualization, Scatter Plots

    Beginner · Course · 1 - 4 Weeks

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    T

    The University of Tokyo

    Interactive Teaching(インタラクティブ・ティーチング)

    Skills you'll gain: Syllabus Development, Interactive Learning, Student Engagement, Teaching, Lesson Planning, Instructing, Pedagogy, Education and Training, Program Evaluation, Instructional Strategies, Course Development, Graphic and Visual Design, Storytelling, Higher Education, Oral Expression

    4.9
    Rating, 4.9 out of 5 stars
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    57 reviews

    Beginner · Course · 1 - 3 Months

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    Y

    Yale University

    Introduction to Medical Software

    Skills you'll gain: Clinical Trials, Software Development Life Cycle, Medical Devices, Software Quality Assurance, Usability, Software Development, Medical Privacy, Human Computer Interaction, Verification And Validation, Human Factors, Biomedical Engineering, Risk Management, User Interface (UI), Software Design, Regulatory Compliance, Healthcare Project Management, Health Technology, Software Testing, Entrepreneurship, User Research

    4.8
    Rating, 4.8 out of 5 stars
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    295 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    Finetuning Large Language Models

    Skills you'll gain: Fine-tuning, Large Language Modeling, Model Training, Prompt Engineering, Retrieval-Augmented Generation, Model Optimization, Transfer Learning, Data Preprocessing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    627 reviews

    Intermediate · Project · Less Than 2 Hours

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

  • Major Depression in the Population: A Public Health Approach: Johns Hopkins University
  • Mécanique de Newton: École Polytechnique Fédérale de Lausanne
  • L'art des structures 1 : Câbles et arcs: École Polytechnique Fédérale de Lausanne
  • Trees and Graphs: Basics: University of Colorado Boulder
  • Quantitative Finance & Risk Modeling: Coursera
  • AI & Quantum Computing – Zero to Expert Bootcamp: Packt
  • Severe to Profound Intellectual Disability: Circles of Care and Education: University of Cape Town
  • Statistics and Data Analysis with Excel, Part 1: University of Colorado Boulder
  • Apply Advanced Statistical Modeling Using SPSS: EDUCBA
  • Interactive Teaching(インタラクティブ・ティーチング): The University of Tokyo

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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