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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 Washington

    머신 러닝 기초: 사례 연구 접근 방식

    Skills you'll gain: Model Evaluation, Regression Analysis, Applied Machine Learning, Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Deep Learning, Jupyter, Supervised Learning, Predictive Modeling, Classification Algorithms, Image Analysis, Unsupervised Learning, Text Mining, Artificial Neural Networks

    Mixed · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Analyze & Manage Bank Deposits and Interest

    Skills you'll gain: Bank Regulations, Deposit Accounts, Banking, Financial Regulation, Financial Regulations, Commercial Banking, Retail Banking, Mobile Banking, Cash Management, Loans, Consumer Lending, Market Liquidity, Investment Management, Financial Market, Finance, Investments, Economics

    5
    Rating, 5 out of 5 stars
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    11 reviews

    Mixed · Course · 1 - 3 Months

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    D

    Duke University

    AI for Productivity

    Skills you'll gain: Responsible AI, AI powered creativity, Adobe Firefly, Productivity Software, AI Workflows, Generative AI, Productivity, AI Integrations, AI literacy, Writing and Editing, Gemini, Microsoft Copilot, Unstructured Data, Prompt Engineering, Administrative Support, ChatGPT, Data Analysis, Calendar Management, Operational Efficiency, Media Production

    4.6
    Rating, 4.6 out of 5 stars
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    47 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    E

    EDUCBA

    Analyze & Build Dashboards Using Excel Pivot Tables

    Skills you'll gain: Data Visualization, Dashboard Creation, Spreadsheet Software, Performance Reporting, Business Intelligence, Business Analytics, Business Reporting, Data Preprocessing

    5
    Rating, 5 out of 5 stars
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    13 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Statistics and Data Analysis with Excel: Essentials

    Skills you'll gain: Sample Size Determination, Statistical Hypothesis Testing, Statistics, Descriptive Statistics, Probability & Statistics, Microsoft Excel, Data Analysis, Statistical Analysis, Statistical Inference, Statistical Methods, Spreadsheet Software, Excel Formulas, Sampling (Statistics), Data-Driven Decision-Making, Box Plots, Probability Distribution, Descriptive Analytics, Data Visualization, Data Visualization Software, Variance Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    89 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    U

    University of Florida

    Fixing Healthcare Delivery 2.0: Advanced Lean

    Skills you'll gain: Lean Methodologies, Patient-centered Care, Patient Safety, Patient Flow, Corrective and Preventive Action (CAPA), Scientific Methods, Health Systems, Process Improvement, Continuous Quality Improvement (CQI), Accident Prevention, Process Modeling, Systems Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    45 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Project Initiation and Planning

    Skills you'll gain: Agile Methodology, Agile Project Management, Project Planning, Waterfall Methodology, Timelines, Project Schedules, Scheduling, Communication Planning, Project Management, Project Management Life Cycle, Project Scoping, Sprint Planning, Stakeholder Communications, Project Estimation, Stakeholder Management, Scope Management, AI Enablement, Risk Management, Resource Management, Dependency Analysis

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    153 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad Nacional de Colombia

    Sistemas difusos

    Skills you'll gain: Mathematical Modeling, Computational Logic, Mathematics and Mathematical Modeling, Mathematical Software, Systems Design, Model Optimization, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, System Design and Implementation, Programming Principles, Machine Learning Algorithms, Logical Reasoning, Arithmetic

    5
    Rating, 5 out of 5 stars
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    48 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Image Classification on Autopilot with AWS AutoGluon

    Skills you'll gain: AWS SageMaker, Image Analysis, Deep Learning, Model Evaluation, Model Training, Computer Vision, Applied Machine Learning, Model Optimization, Plot (Graphics), Machine Learning, Python Programming, Data Science

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Health Systems Development: Health systems, Policy and Research

    Skills you'll gain: Health Policy, Health Systems, Health Assessment, Health Care, Policy Analysis, Research, and Development, Public Health, Public Health and Disease Prevention, Health Promotion, Policy Analysis, Health Administration, Public Policies, Research

    4.8
    Rating, 4.8 out of 5 stars
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    98 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Università di Napoli Federico II

    Autonomous Aerospace Systems

    Skills you'll gain: Control Systems, Machine Controls, Systems Architecture, Simulations, Global Positioning Systems, Robotics, Automation, Mechanical Engineering, Computer Vision, Mathematical Modeling, Systems Integration, Estimation, Business Intelligence

    4.3
    Rating, 4.3 out of 5 stars
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    45 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Cisco Learning and Certifications

    Network Fundamentals

    Skills you'll gain: OSI Models, Network Security, Network Protocols, Network Performance Management, Network Architecture, Network Monitoring, Role-Based Access Control (RBAC), Network Troubleshooting, Network Administration, Computer Networking, TCP/IP, Network Planning And Design, Cybersecurity, Routing Protocols, Firewall, Network Routing, Network Analysis, IT Infrastructure, Cloud Computing, Automation

    4.8
    Rating, 4.8 out of 5 stars
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    31 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • 머신 러닝 기초: 사례 연구 접근 방식: University of Washington
  • Analyze & Manage Bank Deposits and Interest: EDUCBA
  • AI for Productivity: Duke University
  • Analyze & Build Dashboards Using Excel Pivot Tables: EDUCBA
  • Statistics and Data Analysis with Excel: Essentials: Macquarie University
  • Fixing Healthcare Delivery 2.0: Advanced Lean: University of Florida
  • Project Initiation and Planning: University of Illinois Urbana-Champaign
  • Sistemas difusos: Universidad Nacional de Colombia
  • Image Classification on Autopilot with AWS AutoGluon: Coursera
  • Health Systems Development: Health systems, Policy and Research: Imperial College London

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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