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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


  • U

    Universidad Nacional Autónoma de México

    Promoción de Habilidades Socioemocionales

    Skills you'll gain: Instructional Design, Social Skills, Training Programs, Personal Development, Emotional Intelligence, Program Evaluation, Empathy, Self-Awareness, Case Studies, Adaptability

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    15 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Y

    Yonsei University

    Applying Investment Decision Rules for Startups

    Skills you'll gain: Capital Budgeting, Financial Analysis, Cost Benefit Analysis, Return On Investment, Investment Management, Financial Modeling, Cash Flows, Project Finance, Project Estimation, Decision Making, Depreciation, Microsoft Excel

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    87 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • E

    EDUCBA

    AI Foundations with Python: Build & Visualize

    Skills you'll gain: Seaborn, Matplotlib, NumPy, Scatter Plots, Data Visualization Software, Box Plots, Histogram, Exploratory Data Analysis, Jupyter, Heat Maps, Data Manipulation, Development Environment

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    18 reviews

    Mixed Ā· Course Ā· 1 - 4 Weeks

  • C

    Coursera

    Introduction to Generative AI in Human Resources

    Skills you'll gain: Responsible AI, HR Tech, Recruitment, Employee Engagement, Generative AI, Data Ethics, Human Resources, Talent Recruitment, AI Personalization, Recruitment Strategies, Employee Performance Management, Business Ethics, Diversity Equity and Inclusion Initiatives

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    35 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • J

    Johns Hopkins University

    Mastering Neural Networks and Model Regularization

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Supervised Learning, Artificial Neural Networks, Model Evaluation, Decision Tree Learning, Network Planning And Design, Machine Learning, Computer Vision

    Intermediate Ā· Course Ā· 1 - 3 Months

  • E

    EDUCBA

    Recommendation Engine - Basics

    Skills you'll gain: Model Evaluation, AI Personalization, Data Science, Data Preprocessing, Python Programming, Development Environment

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    29 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • A

    Amazon

    Application Development

    Skills you'll gain: Git (Version Control System), Software Development Methodologies, Requirements Analysis, Version Control, Application Development, Software Development Life Cycle, Systems Development, Functional Requirement, Software Engineering, User Requirements Documents, Agile Software Development, Application Design, Unified Modeling Language, Software Testing, JUnit, Agile Methodology, Spring Framework, Debugging, Java, Technical Design

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    37 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

  • C

    Coursera

    AI Security: Security in the Age of Artificial Intelligence

    Skills you'll gain: Threat Modeling, Data Loss Prevention, Mobile Security, DevSecOps, MLOps (Machine Learning Operations), Vulnerability Scanning, Incident Response, LLM Application, Hardening, Application Security, Anomaly Detection, Responsible AI, Security Controls, Data Security, CI/CD, Infrastructure Security, Continuous Monitoring, Penetration Testing, Process Optimization, Vulnerability Assessments

    Intermediate Ā· Specialization Ā· 3 - 6 Months

  • U

    University of Colorado System

    Particle Filters (and Navigation)

    Skills you'll gain: Bayesian Network, Numerical Analysis, Estimation, Simulations, Matlab, Mathematical Modeling, Applied Mathematics, Engineering Analysis, Algorithms

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    6 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • D

    DeepLearning.AI

    AIć€ę©Ÿę¢°å­¦ēæ’ć€ćƒ‡ć‚£ćƒ¼ćƒ—ćƒ©ćƒ¼ćƒ‹ćƒ³ć‚°ć®ćŸć‚ć® TensorFlow å…„é–€

    Skills you'll gain: Tensorflow, Computer Vision, Convolutional Neural Networks, Image Analysis, Keras (Neural Network Library), Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Machine Learning

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • C

    Codio

    Understanding ISO Security Standards for Your Organization

    Skills you'll gain: ISO/IEC 27001, Risk Management, Personally Identifiable Information, Enterprise Risk Management (ERM), Business Risk Management, Security Controls, System Implementation, Security Awareness, Information Privacy, Security Management, Security Strategy

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    55 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • G

    Google Cloud

    Essential Cloud Infrastructure: Foundation - ę—„ęœ¬čŖžē‰ˆ

    Skills you'll gain: Cloud Infrastructure, Google Cloud Platform, Cloud Deployment, Infrastructure Architecture, Cloud Computing, Network Infrastructure, Virtual Networking, Virtual Machines, Cloud Storage, Network Architecture, Command-Line Interface, Firewall

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    218 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

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

  • Promoción de Habilidades Socioemocionales:Ā Universidad Nacional Autónoma de MĆ©xico
  • Applying Investment Decision Rules for Startups:Ā Yonsei University
  • AI Foundations with Python: Build & Visualize:Ā EDUCBA
  • Introduction to Generative AI in Human Resources:Ā Coursera
  • Mastering Neural Networks and Model Regularization:Ā Johns Hopkins University
  • Recommendation Engine - Basics:Ā EDUCBA
  • Application Development:Ā Amazon
  • AI Security: Security in the Age of Artificial Intelligence:Ā Coursera
  • Particle Filters (and Navigation):Ā University of Colorado System
  • AIć€ę©Ÿę¢°å­¦ēæ’ć€ćƒ‡ć‚£ćƒ¼ćƒ—ćƒ©ćƒ¼ćƒ‹ćƒ³ć‚°ć®ćŸć‚ć® TensorFlow å…„é–€:Ā DeepLearning.AI

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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