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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

    用 Python 做商管程式設計(一)(Programming for Business Computing in Python (1))

    Skills you'll gain: Information Systems, Information Management, Data Structures, Transportation Operations, Information Technology, Production Planning, Production Schedule, Operations Management, Business Operations, Inventory Control, Logistics, Computational Logic, Algorithms, Programming Principles, Computer Programming, Python Programming, Decision Making, Development Environment, Software Installation

    4.9
    Rating, 4.9 out of 5 stars
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    901 reviews

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Corporate Fraud: Detect, Prevent & Implement Controls

    Skills you'll gain: Fraud detection, Sarbanes Oxley Act (SOX) Compliance, Financial Controls, Auditing, Financial Statement Analysis, Financial Statements, Financial Auditing, Internal Controls, Investigation, Internal Auditing, Financial Regulations, Compliance Management, Financial Analysis, Anomaly Detection, Risk Control, Business Ethics, Compliance Reporting, Case Studies, Advanced Analytics

    4.4
    Rating, 4.4 out of 5 stars
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    19 reviews

    Intermediate · Course · 1 - 4 Weeks

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    C

    Coursera

    GenAI for Sales Operations: Automation, Analytics & Strategy

    Skills you'll gain: Sales Strategy, Sales Process, Microsoft Copilot, Sales Operations, Sales Enablement, Responsible AI, Generative AI Agents, Anthropic Claude, Sales, Report Writing, HubSpot CRM, Email Automation, Generative AI, Business Process Automation, Automation, Workflow Management, Customer Relationship Management, Forecasting, Revenue Forecasting, Data-Driven Decision-Making

    4.3
    Rating, 4.3 out of 5 stars
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    123 reviews

    Intermediate · Specialization · 1 - 3 Months

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    M

    MathWorks

    Medical Image Processing

    Skills you'll gain: Medical Imaging, Magnetic Resonance Imaging, Image Analysis, Data Import/Export, Image Quality, Matlab, Deep Learning, Software Visualization

    4.7
    Rating, 4.7 out of 5 stars
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    28 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    M

    McMaster University

    Finance For Everyone: Value

    Skills you'll gain: Finance, Financial Analysis, Financial Market, Project Finance, Cash Flows, Financial Modeling, General Finance, Investments, Investment Management, Business Valuation, Cash Flow Forecasting, Financial Data, Risk Modeling, Return On Investment, Capital Budgeting, Risk Management, Market Dynamics, Risk Analysis, Decision Making, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
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    253 reviews

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    SPSS: Apply & Interpret Logistic Regression Models

    5
    Rating, 5 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 4 Weeks

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    C

    California Institute of the Arts

    Approaching Music Theory: Melodic Forms and Simple Harmony

    Skills you'll gain: Music Theory, Music, Musical Composition, Classical Music, Music History, Music Performance

    4.6
    Rating, 4.6 out of 5 stars
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    173 reviews

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Workplace Attitude and Personality Skills

    Skills you'll gain: Stress Management, Self-Awareness, Professionalism, Communication, Telephone Skills, Interviewing Skills, Interpersonal Communications, Social Skills, Leadership Development, Conflict Management, Rapport Building, Growth Mindedness, Self-Motivation, Verbal Communication Skills, Communication Strategies, Personal Development, Industrial and Organizational Psychology, Personal Attributes, Professional Development, Decision Making

    Beginner · Specialization · 3 - 6 Months

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    I

    ISACA

    Auditing Generative AI: Strategy, Analysis & Risk Mitigation

    Skills you'll gain: Generative AI, Responsible AI, Auditing, AI Product Strategy, Compliance Auditing, Generative Model Architectures, AI literacy, Internal Auditing, Risk Analysis, Risk Management, Artificial Intelligence, Risk Mitigation, Machine Learning Methods

    4.5
    Rating, 4.5 out of 5 stars
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    52 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Game Mechanics with Python and Pygame

    Skills you'll gain: Animation and Game Design, Video Game Development, Game Design, 3D Assets, Event-Driven Programming, Animations, Graphics Software, Computer Graphics, Visualization (Computer Graphics), Interactive Design, Computer Graphic Techniques, Debugging, User Interface (UI), User Interface (UI) Design, UI Components, Computer Displays, Program Development, Code Reusability, Python Programming, Development Environment

    4.7
    Rating, 4.7 out of 5 stars
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    33 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Pittsburgh

    Statistics and Calculus Methods for Data Analysis

    Skills you'll gain: Statistical Analysis, Statistical Methods, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Applied Mathematics, Derivatives, Probability, Mathematical Modeling, Machine Learning, Algorithms

    Build toward a degree

    3.2
    Rating, 3.2 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Azure AI in Healthcare

    Skills you'll gain: Health Informatics, Azure Active Directory, Medical Privacy, Cloud Security, Health Care, Identity and Access Management, Real Time Data, Data Infrastructure, Model Training, Patient Education and Support, AI Security, Microsoft Azure, Clinical Data Management, Clinical Monitoring, Health Technology, Image Analysis, Data Visualization Software, Patient Communication, Generative AI, AI Integrations

    Beginner · Professional Certificate · 3 - 6 Months

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

  • 用 Python 做商管程式設計(一)(Programming for Business Computing in Python (1)): National Taiwan University
  • Corporate Fraud: Detect, Prevent & Implement Controls: EDUCBA
  • GenAI for Sales Operations: Automation, Analytics & Strategy: Coursera
  • Medical Image Processing: MathWorks
  • Finance For Everyone: Value: McMaster University
  • SPSS: Apply & Interpret Logistic Regression Models: EDUCBA
  • Approaching Music Theory: Melodic Forms and Simple Harmony: California Institute of the Arts
  • Workplace Attitude and Personality Skills: EDUCBA
  • Auditing Generative AI: Strategy, Analysis & Risk Mitigation: ISACA
  • Game Mechanics with Python and Pygame: EDUCBA

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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