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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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    The University of Chicago

    Critical Issues in Urban Education

    Skills you'll gain: Education and Training, Teaching, Public History, Higher Education, Social Studies, Common Core Standards, Economics, Policy, and Social Studies, Public Policies, Policy Analysis, Program Evaluation, Political Sciences, Research, Governance, Socioeconomics

    4.7
    Rating, 4.7 out of 5 stars
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    75 reviews

    Mixed · Course · 1 - 3 Months

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    University of Michigan

    Fundamentals of Data Analytics in the Public Sector with R

    Skills you'll gain: Data Visualization, Surveys, Tidyverse (R Package), Data Analysis, Demography, Public Administration, Policy Analysis, Public Policies, R Programming, Statistical Programming, Data Transformation, Data Cleansing, Data Manipulation

    4.7
    Rating, 4.7 out of 5 stars
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    52 reviews

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    R: Design & Evaluate Random Forests for Attrition

    Skills you'll gain: Model Evaluation, Data Preprocessing, Workforce Management, Advanced Analytics, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

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    Whizlabs

    Virtual Networks in Azure

    Skills you'll gain: Virtual Networking, Microsoft Azure, Network Troubleshooting, Virtual Private Networks (VPN), Network Architecture, Load Balancing, Network Administration, Virtual Machines, Network Security, Network Infrastructure, Network Monitoring, Scalability, Hybrid Cloud Computing, Distributed Denial-Of-Service (DDoS) Attacks

    4.2
    Rating, 4.2 out of 5 stars
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    21 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Fundamentals of Static Testing

    Skills you'll gain: Software Testing, Software Technical Review, Test Planning, Code Review, Software Quality Assurance, Verification And Validation, Requirements Analysis, Technical Communication

    4.2
    Rating, 4.2 out of 5 stars
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    54 reviews

    Beginner · Course · 1 - 4 Weeks

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    Arizona State University

    Sustainability Analyst Fundamentals

    Skills you'll gain: Program Implementation, Plan Execution, Sustainable Development, Business Planning, Data Analysis, Sustainability Reporting, Spreadsheet Software, Contract Management, Waste Minimization, Marketing and Public Relations, Analysis, Sustainability Standards, Policy Development, Annual Reports, Interactive Learning, Sustainable Business, Vendor Contracts, Goal Setting, Business Writing, Project Management

    4.4
    Rating, 4.4 out of 5 stars
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    95 reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Credit Default Prediction with Python: Apply & Analyze

    Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Decision Tree Learning, Credit Risk, Random Forest Algorithm, Feature Engineering, Financial Modeling, Logistic Regression, Data Analysis, Statistical Machine Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Machine Learning Methods, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Transformer Models and BERT Model - 繁體中文

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Transfer Learning, Generative Model Architectures, Text Mining, Applied Machine Learning

    Advanced · Course · 1 - 4 Weeks

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    I

    IBM

    Introduction to UX/UI Design

    Skills you'll gain: Design Thinking, User Research, Wireframing, Augmented and Virtual Reality (AR/VR), Emerging Technologies, Prototyping, Software Development Life Cycle

    4.7
    Rating, 4.7 out of 5 stars
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    78 reviews

    Beginner · Course · 1 - 4 Weeks

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    C

    Coursera

    Precision Bookkeeping: Records, Reconciliation, Reporting

    Skills you'll gain: Reconciliation, Accounting Records, Bookkeeping, Financial Reporting, Accounting Software, Accounting, Financial Regulation, Financial Data, Compliance Management, Financial Statements, Verbal Communication Skills, Internal Controls, Automation, Analytics

    4.4
    Rating, 4.4 out of 5 stars
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    107 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Advanced Spacecraft Dynamics and Control

    Skills you'll gain: Vibrations, Control Systems, Mechanics, Torque (Physics), Engineering Analysis, Finite Element Methods, Mechanical Engineering, Simulations, Angular, Engineering Calculations, Differential Equations, Mathematical Modeling, Applied Mathematics, Simulation and Simulation Software, Linear Algebra, Calculus

    4.8
    Rating, 4.8 out of 5 stars
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    15 reviews

    Advanced · Specialization · 1 - 3 Months

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    EDUCBA

    Introduction to SIEM (Splunk)

    Skills you'll gain: Security Information and Event Management (SIEM), Splunk, Threat Detection, System Monitoring, Cybersecurity, Security Management, Event Monitoring, Incident Response, Data Analysis Software, Information Management, Data Management, Data Storage, Configuration Management, User Interface (UI)

    4.7
    Rating, 4.7 out of 5 stars
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    239 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Critical Issues in Urban Education: The University of Chicago
  • Fundamentals of Data Analytics in the Public Sector with R: University of Michigan
  • R: Design & Evaluate Random Forests for Attrition: EDUCBA
  • Virtual Networks in Azure: Whizlabs
  • Fundamentals of Static Testing: Board Infinity
  • Sustainability Analyst Fundamentals: Arizona State University
  • Credit Default Prediction with Python: Apply & Analyze: EDUCBA
  • Transformer Models and BERT Model - 繁體中文: Google Cloud
  • Introduction to UX/UI Design: IBM
  • Precision Bookkeeping: Records, Reconciliation, Reporting: Coursera

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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