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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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    EDUCBA

    Credit Default Prediction with Python: Apply & Analyze

    Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Risk Modeling, Decision Tree Learning, Credit Risk, Model Training, Predictive Analytics, Feature Engineering, Logistic Regression, Data Analysis, Data-Driven Decision-Making, Model Optimization, Applied Machine Learning, Risk Analysis, Financial Analysis, Machine Learning Methods, Performance Analysis

    5
    Rating, 5 out of 5 stars
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    12 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Kinematics: Describing the Motions of Spacecraft

    Skills you'll gain: Mechanics, Linear Algebra, Numerical Analysis, Engineering Analysis, Differential Equations, Trigonometry, Mathematical Modeling, Applied Mathematics, Control Systems, Advanced Mathematics, Algorithms, Calculus

    4.9
    Rating, 4.9 out of 5 stars
    ·
    343 reviews

    Advanced · Course · 1 - 4 Weeks

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    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, Software Quality (SQA/SQC), Verification And Validation, Human Factors, Biomedical Engineering, Risk Management, User Interface (UI), Software Design, Regulatory Compliance, Health Technology, Machine Learning, 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 Trial
    Free Trial
    C

    Coursera

    ChatGPT for Beginners: Save time with Microsoft Excel

    Skills you'll gain: ChatGPT, Microsoft Excel, Excel Formulas, Data Cleansing, Text Mining, Data Manipulation, AI Enablement, Unstructured Data, Generative AI, Prompt Engineering, Business Analytics, Data Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    457 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Sage Publications

    Events Management

    Skills you'll gain: Stakeholder Management, Stakeholder Engagement, Event Marketing, Event Management, Risk Management, Risk Management Framework, Events and Conferences, Project Coordination, Stakeholder Analysis, Project Management, Project Risk Management, Cultural Sensitivity, Intercultural Competence, Marketing Strategies, Hospitality, Event Planning, Strategic Marketing, Marketing Strategy and Techniques, Planning, Finance

    Intermediate · Course · 3 - 6 Months

  • Status: New
    New
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    Packt

    Foundations of Kotlin & Jetpack Compose Basics

    Skills you'll gain: Android Studio, Android Jetpack, Android Development, Kotlin, Object Oriented Design, Mobile Development, Object Oriented Programming (OOP), UI Components, Mobile Development Tools, Software Design Patterns, Programming Principles, Development Environment, User Interface (UI), User Interface (UI) Design, Interactive Design, Animations, Typography, Code Reusability, Debugging

    Beginner · Course · 1 - 3 Months

  • Status: New
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    EDUCBA

    Analyze and Apply R for Data Analytics

    Skills you'll gain: Exploratory Data Analysis, Data Manipulation, Statistical Analysis, R (Software), Analytical Skills, Ggplot2, Data Storytelling, R Programming, Statistical Methods, Data Wrangling, Data Transformation, Quantitative Research, Data Visualization Software, Data Science, Applied Machine Learning, Data Preprocessing, Probability & Statistics, Scatter Plots, Business Analytics, Data Analysis

    Beginner · Specialization · 3 - 6 Months

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    The Hong Kong University of Science and Technology

    Fibonacci Numbers and the Golden Ratio

    Skills you'll gain: Geometry, Mathematical Theory & Analysis, Advanced Mathematics, Algebra, Applied Mathematics, Linear Algebra

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.2K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Job Ready
    Job Ready
    U

    University of Colorado Boulder

    Master of Science in Data Science

    Skills you'll gain: Prompt Engineering, New Product Development, Model Based Systems Engineering, Model Evaluation, Generative AI, Financial Statement Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Strategic Decision-Making, Real-Time Operating Systems, Object Oriented Design, Project Schedules, Sampling (Statistics), Failure Analysis, Data Ethics, Goal Setting, Database Design, Data Visualization

    Earn a degree

    Degree · 1 - 4 Years

  • C

    Coursera

    Build and deploy a stroke prediction model using R

    Skills you'll gain: Feature Engineering, Model Evaluation, Predictive Modeling, Model Deployment, Model Training, Predictive Analytics, R (Software), R Programming, Data Analysis, Statistical Analysis, Data Wrangling, Data Cleansing, Data Manipulation, Classification Algorithms, Data Import/Export, Data Preprocessing, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
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    33 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    EDUCBA

    Analyze Data Science Concepts Using R

    Skills you'll gain: Data Manipulation, Statistical Analysis, R (Software), Ggplot2, R Programming, Data Wrangling, Data Transformation, Data Visualization Software, Data Science, Applied Machine Learning, Data Preprocessing, Probability & Statistics, Data Analysis, Statistical Modeling, Machine Learning Methods, Regression Analysis, Statistical Software, Data-Driven Decision-Making, Statistical Programming, Machine Learning

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Rust for Large Language Model Operations (LLMOps)

    Skills you'll gain: LLM Application, Hugging Face, Large Language Modeling, Generative AI, Rust (Programming Language), Model Deployment, Cloud Deployment, PyTorch (Machine Learning Library), CI/CD, Applied Machine Learning, Application Deployment, Model Training, Natural Language Processing, DevOps, Amazon Web Services, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
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    15 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Credit Default Prediction with Python: Apply & Analyze: EDUCBA
  • Kinematics: Describing the Motions of Spacecraft: University of Colorado Boulder
  • Introduction to Medical Software: Yale University
  • ChatGPT for Beginners: Save time with Microsoft Excel: Coursera
  • Events Management: Sage Publications
  • Foundations of Kotlin & Jetpack Compose Basics: Packt
  • Analyze and Apply R for Data Analytics: EDUCBA
  • Fibonacci Numbers and the Golden Ratio: The Hong Kong University of Science and Technology
  • Master of Science in Data Science: University of Colorado Boulder
  • Build and deploy a stroke prediction model using R: 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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