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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: Preview
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    U

    University of Illinois Urbana-Champaign

    Introduction to Finance: The Basics

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Analysis, Financial Acumen, Finance, Cash Flows, Balance Sheet, Income Statement, Investment Management, Return On Investment, Corporate Finance, Financial Management, Organizational Structure, Business, Business Management, Leadership and Management

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    535 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Statistical Thermodynamics

    Skills you'll gain: Chemical Engineering, Quantitative Research, Chemistry, Thermal Management, Mechanical Engineering, Engineering Calculations, Process Engineering, Numerical Analysis, Engineering Analysis, Statistical Methods, Differential Equations, Physics, Engineering, Simulation and Simulation Software, Probability Distribution, Mathematical Modeling, Applied Mathematics, Materials science, Open Source Technology, Simulations

    4.5
    Rating, 4.5 out of 5 stars
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    1.1K reviews

    Advanced · Specialization · 3 - 6 Months

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    É

    École Polytechnique Fédérale de Lausanne

    Analyse numérique pour ingénieurs

    Skills you'll gain: Numerical Analysis, Engineering Analysis, Differential Equations, Matlab, Calculus, Mathematical Modeling, Linear Algebra, Applied Mathematics, Integral Calculus, Algorithms, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
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    109 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    J

    Johns Hopkins University

    AI for Cybersecurity

    Skills you'll gain: Generative Adversarial Networks (GANs), Anomaly Detection, AI Security, Generative AI, Fraud detection, Intrusion Detection and Prevention, Model Evaluation, Malware Protection, Cyber Threat Hunting, Cybersecurity, Threat Detection, Feature Engineering, Network Analysis, Cyber Attacks, Cyber Security Strategy, Applied Machine Learning, Email Security, Network Security, Jupyter, Unsupervised Learning

    4.3
    Rating, 4.3 out of 5 stars
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    103 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    I

    IBM

    AI Workflow: Data Analysis and Hypothesis Testing

    Skills you'll gain: Data Visualization, Exploratory Data Analysis, Data Presentation, Probability Distribution, Statistical Hypothesis Testing, Dashboard, Data Analysis, Data Science, Probability & Statistics, Statistical Analysis, Jupyter, Matplotlib, Data Preprocessing, Data Cleansing, Pandas (Python Package), Statistical Inference, Statistics, Data Manipulation, Python Programming, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
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    127 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Organisational design: Know your organisation

    Skills you'll gain: Human Resource Strategy, Organizational Strategy, Organizational Structure, Organizational Effectiveness, Workforce Planning, Organizational Change, Risk Mitigation, Business Strategy, Business Systems, Key Performance Indicators (KPIs), Report Writing

    4.9
    Rating, 4.9 out of 5 stars
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    1.8K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Semiconductor Physics

    Skills you'll gain: Semiconductors, Electrical Engineering, Materials science, Physics, Electronics, Applied Mathematics

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    297 reviews

    Advanced · Course · 1 - 4 Weeks

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    M

    Michigan State University

    Script Writing: Write a Pilot Episode for a TV or Web Series (Project-Centered Course)

    Skills you'll gain: Peer Review, Storyboarding, Editing, Storytelling

    4.5
    Rating, 4.5 out of 5 stars
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    791 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Pennsylvania

    Business Strategies for A Better World

    Skills you'll gain: Social Impact, Demography, Sustainable Business, Return On Investment, Market Trend, Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Project Scoping, Trend Analysis, Entrepreneurship, Strategic Leadership, Business Strategies, Sustainable Development, Feasibility Studies, International Relations, Business Ethics, Case Studies, Socioeconomics, Governance, Ethical Standards And Conduct

    4.7
    Rating, 4.7 out of 5 stars
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    1.8K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    I

    IBM

    SQL: A Practical Introduction for Querying Databases

    Skills you'll gain: SQL, Relational Databases, MySQL, Databases, Query Languages, Database Management, Stored Procedure, IBM DB2, Data Access, Data Analysis, Data Manipulation, Data Integrity, Transaction Processing

    4.7
    Rating, 4.7 out of 5 stars
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    685 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Delivery Problem

    Skills you'll gain: Combinatorics, Theoretical Computer Science, Algorithms, Graph Theory, Computational Thinking, Operations Research, Applied Mathematics, Python Programming, Mathematical Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    375 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    T

    The George Washington University

    Essentials in Clinical Simulations Across the Health Professions

    Skills you'll gain: Clinical Assessment, Clinical Practices, Patient Evaluation, Nurse Education, Virtual Environment, Medical Equipment and Technology, Nursing, Health Education, Patient Communication, Safety Standards, Continuous Quality Improvement (CQI)

    4.8
    Rating, 4.8 out of 5 stars
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    1.2K reviews

    Intermediate · Course · 1 - 3 Months

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

  • Introduction to Finance: The Basics: University of Illinois Urbana-Champaign
  • Statistical Thermodynamics: University of Colorado Boulder
  • Analyse numérique pour ingénieurs: École Polytechnique Fédérale de Lausanne
  • AI for Cybersecurity: Johns Hopkins University
  • AI Workflow: Data Analysis and Hypothesis Testing: IBM
  • Organisational design: Know your organisation: Macquarie University
  • Semiconductor Physics: University of Colorado Boulder
  • Script Writing: Write a Pilot Episode for a TV or Web Series (Project-Centered Course): Michigan State University
  • Business Strategies for A Better World: University of Pennsylvania
  • SQL: A Practical Introduction for Querying Databases: IBM

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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