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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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    N

    National Taiwan University

    基礎光學一 (Introduction to Optics (1))

    Skills you'll gain: Experimentation, Physics, Medical Imaging, Engineering, Scientific, and Technical Instruments, Scientific Methods, Applied Mathematics, Scientific Visualization

    4.6
    Rating, 4.6 out of 5 stars
    ·
    71 reviews

    Mixed · Course · 1 - 3 Months

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    R

    Rice University

    Self Awareness and the Effective Leader

    Skills you'll gain: Creative Problem-Solving, Prioritization, Stress Management, Time Management, Self-Awareness, Leadership Development, Leadership, Personal Development, Goal Setting, Relationship Building, Emotional Intelligence, Resilience, Communication, Adaptability

    4.7
    Rating, 4.7 out of 5 stars
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    686 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    C

    Cloudera

    Analyzing Big Data with SQL

    Skills you'll gain: SQL, Apache Hive, Big Data, MySQL, Databases, PostgreSQL, Data Manipulation, Data Analysis, Virtual Machines

    4.8
    Rating, 4.8 out of 5 stars
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    531 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    D

    Dartmouth College

    Libertarian Free Will

    Skills you'll gain: Neurology, Creativity, Anatomy, Critical Thinking, Culture, Mindfulness, Liberal Arts, Physiology, Research, Psychology, Social Sciences, Ethical Standards And Conduct, Human Learning, Anthropology, Biology, Sociology, Systems Thinking, Cultural Diversity, Experimentation, Science and Research

    4.8
    Rating, 4.8 out of 5 stars
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    25 reviews

    Beginner · Specialization · 1 - 3 Months

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    S

    SAS

    Predictive Modeling with Logistic Regression using SAS

    Skills you'll gain: SAS (Software), Model Evaluation, Logistic Regression, Predictive Modeling, Classification And Regression Tree (CART), Big Data, Regression Analysis, Statistical Machine Learning, Feature Engineering, Statistical Analysis, Data Preprocessing

    4.6
    Rating, 4.6 out of 5 stars
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    63 reviews

    Intermediate · Course · 1 - 3 Months

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    U

    University of Cape Town

    Teaching Children with Visual Impairment: Creating Empowering Classrooms

    Skills you'll gain: Visual Impairment Education, Differentiated Instruction, Teaching, Special Education, Curriculum Development, Adaptive Equipment, Disabilities, Working With Children, Empathy & Emotional Intelligence, Parent Communication

    4.9
    Rating, 4.9 out of 5 stars
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    195 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Pennsylvania

    Network Dynamics of Social Behavior

    Skills you'll gain: Social Network Analysis, Network Analysis, Social Sciences, Sociology, Systems Thinking, Economics, Policy, and Social Studies, Simulations, Culture, Graph Theory, Complex Problem Solving, Innovation

    4.6
    Rating, 4.6 out of 5 stars
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    399 reviews

    Beginner · Course · 1 - 3 Months

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    E

    EDUCBA

    Python: Implement & Evaluate Random Forests for ML

    Skills you'll gain: Model Evaluation, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Applied Machine Learning, Decision Tree Learning, Feature Engineering, Machine Learning Algorithms, Classification Algorithms, Predictive Modeling, Data Analysis, Python Programming

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    C

    Cisco Learning and Certifications

    DevOps for Network Automation (NetDevOps)

    Skills you'll gain: Development Environment, Software Development Methodologies, CI/CD, DevOps, IT Automation, Version Control, Continuous Integration, Network Engineering, Program Development, Docker (Software), Software Development, Software Engineering, Virtual Environment, Git (Version Control System), Waterfall Methodology, Agile Methodology, Software Design

    4.7
    Rating, 4.7 out of 5 stars
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    32 reviews

    Intermediate · Course · 1 - 4 Weeks

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    F

    Fractal Analytics

    Model Context Protocol (MCP) Mastery

    Skills you'll gain: Model Context Protocol, AI Security, Threat Modeling, AI Workflows, Secure Coding, LLM Application, Enterprise Architecture, Generative AI Agents, Security Controls, Interoperability, Agentic systems, Generative AI

    4.6
    Rating, 4.6 out of 5 stars
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    50 reviews

    Intermediate · Course · 1 - 4 Weeks

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    J

    Johns Hopkins University

    Introduction to Uncertainty Quantification

    Skills you'll gain: Probability, Bayesian Statistics, Probability Distribution, Risk Modeling, Mathematical Modeling, Statistical Inference, Markov Model, Reliability, Simulations, Applied Mathematics, Statistical Analysis, Regression Analysis

    5
    Rating, 5 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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    I

    Indian Institute of Technology Guwahati

    Programming with Generative AI

    Skills you'll gain: Generative AI, GitHub, OpenAI, Computer Programming Tools, Microsoft Visual Studio, Artificial Intelligence and Machine Learning (AI/ML), Computer Programming

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    84 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • 基礎光學一 (Introduction to Optics (1)): National Taiwan University
  • Self Awareness and the Effective Leader: Rice University
  • Analyzing Big Data with SQL: Cloudera
  • Libertarian Free Will: Dartmouth College
  • Predictive Modeling with Logistic Regression using SAS : SAS
  • Teaching Children with Visual Impairment: Creating Empowering Classrooms: University of Cape Town
  • Network Dynamics of Social Behavior: University of Pennsylvania
  • Python: Implement & Evaluate Random Forests for ML: EDUCBA
  • DevOps for Network Automation (NetDevOps): Cisco Learning and Certifications
  • Model Context Protocol (MCP) Mastery: Fractal Analytics

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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