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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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    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 Management, Business Strategy, Business Systems, Complex Problem Solving, Report Writing

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.8K reviews

    Beginner · Course · 1 - 3 Months

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    ESSEC Business School

    Mediation and Conflict Resolution

    Skills you'll gain: Mediation, Conflict Management, Negotiation, Diplomacy, Labor Relations, Case Studies, Interactive Learning, Communication, Active Listening, International Relations

    4.7
    Rating, 4.7 out of 5 stars
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    805 reviews

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Gen AI: Beyond the Chatbot

    Skills you'll gain: Prompt Engineering, Responsible AI, AI Product Strategy, Generative AI, Google Cloud Platform, Google Workspace, Artificial Intelligence

    4.6
    Rating, 4.6 out of 5 stars
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    490 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    University of London

    Mathematics for Computer Science

    Skills you'll gain: Arithmetic, Applied Mathematics, Computer Science, Computational Thinking, General Mathematics, Mathematical Modeling, Algebra, Cryptography, Systems Of Measurement

    4.2
    Rating, 4.2 out of 5 stars
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    268 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Geneva

    Simulation and modeling of natural processes

    Skills you'll gain: Simulations, Python Programming, Statistical Methods, Numerical Analysis, Mathematical Modeling, Probability Distribution, Mechanics, Physics

    4.3
    Rating, 4.3 out of 5 stars
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    411 reviews

    Mixed · Course · 1 - 3 Months

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    The University of Edinburgh

    Know Thyself - The Value and Limits of Self-Knowledge: The Examined Life

    Skills you'll gain: Self-Awareness, Personal Development, Psychology, Research, Empathy, Cultural Diversity, Mindfulness

    4.7
    Rating, 4.7 out of 5 stars
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    814 reviews

    Beginner · Course · 1 - 3 Months

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    University of Minnesota

    Software Development Processes and Methodologies

    Skills you'll gain: Software Development Methodologies, Agile Methodology, Software Engineering, Software Development Life Cycle, Requirements Analysis, Application Deployment, Agile Software Development, Software Architecture, Verification And Validation, Waterfall Methodology, System Requirements, Software Testing, User Requirements Documents

    4.7
    Rating, 4.7 out of 5 stars
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    2.1K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Algorithms for Searching, Sorting, and Indexing

    Skills you'll gain: Data Structures, Algorithms, Theoretical Computer Science, Programming Principles, Pseudocode, Computational Thinking, Analysis, Python Programming

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    528 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Modern Data Analytics with Python, Excel & Generative AI

    Skills you'll gain: Business Intelligence, Excel Macros, Pandas (Python Package), Prompt Engineering, Forecasting, Data Storytelling, Time Series Analysis and Forecasting, Regression Analysis, Data Quality, Responsible AI, ChatGPT, Microsoft Excel, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Generative AI, Data Visualization, Exploratory Data Analysis, Statistical Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    429 reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Industrial IoT Markets and Security

    Skills you'll gain: Real-Time Operating Systems, Internet Of Things, Wireless Networks, General Networking, Cybersecurity, IBM Cloud, Cloud Platforms, Cryptography, Automation, Emerging Technologies, Software-Defined Networking, Market Analysis

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    623 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    IBM

    Fundamentals of Building AI Agents

    Skills you'll gain: LangChain, Tool Calling, LLM Application, AI Workflows, Agentic systems, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Application Development, Software Development

    4.7
    Rating, 4.7 out of 5 stars
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    96 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    É

    École Polytechnique

    Density Functional Theory

    Skills you'll gain: Semiconductors, Materials science, Differential Equations, Numerical Analysis, Linear Algebra, Applied Mathematics, Chemistry, Physics, Calculus

    4.8
    Rating, 4.8 out of 5 stars
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    250 reviews

    Advanced · Course · 1 - 4 Weeks

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

  • Organisational design: Know your organisation: Macquarie University
  • Mediation and Conflict Resolution: ESSEC Business School
  • Gen AI: Beyond the Chatbot: Google Cloud
  • Mathematics for Computer Science: University of London
  • Simulation and modeling of natural processes: University of Geneva
  • Know Thyself - The Value and Limits of Self-Knowledge: The Examined Life: The University of Edinburgh
  • Software Development Processes and Methodologies: University of Minnesota
  • Algorithms for Searching, Sorting, and Indexing: University of Colorado Boulder
  • Modern Data Analytics with Python, Excel & Generative AI: Coursera
  • Industrial IoT Markets and Security: University of Colorado Boulder

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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