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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
    I

    Imperial College London

    Quality Improvement in Healthcare

    Skills you'll gain: Continuous Quality Improvement (CQI), Run Chart, Qualitative Research, Public Health, Healthcare Project Management, Patient Safety, Health Policy, Public Health and Disease Prevention, Health Equity, Health Systems, Community Health, Social Determinants Of Health, Clinical Leadership, Patient-centered Care, Data Quality, Health Care, Health Informatics, Quantitative Research, Geographic Information Systems, Data Collection

    4.8
    Rating, 4.8 out of 5 stars
    ·
    134 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Coursera

    Introduction to Bash Shell Scripting

    Skills you'll gain: Bash (Scripting Language), Shell Script, Unix Shell, Scripting, Linux Commands, Unix Commands, Command-Line Interface, Linux, File Management, Unix, File Systems, Systems Administration

    4.5
    Rating, 4.5 out of 5 stars
    ·
    678 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    D

    Duke University

    Chimpanzee Behavior and Conservation

    Skills you'll gain: Child Development, Advocacy, Research, Research Methodologies, Social Sciences, Data Collection, Social Network Analysis, Anthropology, Human Development, Nutrition and Diet, Environmental Issue, Biology

    4.9
    Rating, 4.9 out of 5 stars
    ·
    283 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    M

    MathWorks

    Systems Engineering

    Skills you'll gain: Model Based Systems Engineering, Systems Engineering, Systems Architecture, Systems Design, Functional Design, Requirements Analysis, Requirements Elicitation, Verification And Validation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    274 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    P

    Pontificia Universidad Católica de Chile

    ¿Cómo viajamos por la ciudad? Asignación y equilibrio en redes de transporte.

    Skills you'll gain: Traffic Flow Optimization, Transportation Operations, Supply And Demand, Network Analysis, Network Model, Mathematical Modeling, Game Theory, Graph Theory, Economics, Algorithms, Applied Mathematics

    4.9
    Rating, 4.9 out of 5 stars
    ·
    56 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    The Hong Kong University of Science and Technology

    Calculus for Engineers

    Skills you'll gain: Calculus, Numerical Analysis, Integral Calculus, Engineering Calculations, Applied Mathematics, Differential Equations, Algebra, Trigonometry, Engineering Analysis, Advanced Mathematics, General Mathematics, Physics, Geometry, Arithmetic, Mathematical Theory & Analysis, Mathematical Modeling, Derivatives, Graphing, Deductive Reasoning

    4.9
    Rating, 4.9 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Accounting Data Analytics with Python

    Skills you'll gain: Jupyter, Matplotlib, Data Visualization, Pandas (Python Package), Data Manipulation, SQL, Seaborn, Data Preprocessing, Database Management, Data Structures, NumPy, Databases, Accounting, Data Modeling, Python Programming, Regression Analysis, Scripting Languages, Scripting

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    109 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    S

    Stanford University

    Health Across the Gender Spectrum

    Skills you'll gain: Diversity Awareness, Pediatrics, Working With Children, Cultural Diversity, Family Support, Mental Health, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Child Development, Parent Communication, Child Health, Medical Support, Public Health

    4.8
    Rating, 4.8 out of 5 stars
    ·
    2.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Distributed Programming in Java

    Skills you'll gain: Apache Kafka, Apache Spark, Apache Hadoop, Distributed Computing, Java, Software Architecture, Systems Architecture, Programming Principles, Scala Programming, Servers, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    505 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Getting Started with Rstudio

    Skills you'll gain: Interactive Data Visualization, Software Installation, Package and Software Management, R Programming, Integrated Development Environments, Cloud Development, Cloud Hosting

    4.6
    Rating, 4.6 out of 5 stars
    ·
    146 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Real-Time Embedded Systems Theory and Analysis

    Skills you'll gain: Real-Time Operating Systems, Embedded Systems, Embedded Software, Software Design, Linux, System Design and Implementation, OS Process Management, C (Programming Language), Verification And Validation, Mathematical Modeling, Algorithms, Applied Mathematics

    4.2
    Rating, 4.2 out of 5 stars
    ·
    18 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad Nacional Autónoma de México

    IA: Ética en la Inteligencia Artificial Educativa

    Skills you'll gain: Responsible AI, Law, Regulation, and Compliance, Data Ethics, Artificial Intelligence, Education and Training, Ethical Standards And Conduct, Social Impact, Social Sciences, Social Studies, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    34 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Quality Improvement in Healthcare: Imperial College London
  • Introduction to Bash Shell Scripting: Coursera
  • Chimpanzee Behavior and Conservation: Duke University
  • Systems Engineering: MathWorks
  • ¿Cómo viajamos por la ciudad? Asignación y equilibrio en redes de transporte.: Pontificia Universidad Católica de Chile
  • Calculus for Engineers: The Hong Kong University of Science and Technology
  • Accounting Data Analytics with Python: University of Illinois Urbana-Champaign
  • Health Across the Gender Spectrum: Stanford University
  • Distributed Programming in Java: Rice University
  • Getting Started with Rstudio: Coursera

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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