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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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    Atlassian

    Introduction to Confluence

    Skills you'll gain: Collaborative Software, Team Oriented, Intranet, Databases, Calendar Management, Content Management, Content Creation

    3.2
    Rating, 3.2 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    IBM

    Introduction to Agile Development and Scrum

    Skills you'll gain: Agile Software Development, Agile Methodology, Kanban Principles, Agile Project Management, User Story, Sprint Retrospectives, Sprint Planning, Workflow Management, Performance Metric, Team Oriented, Backlogs, Performance Measurement, Lean Methodologies, Continuous Improvement Process, Prioritization, Estimation

    4.9
    Rating, 4.9 out of 5 stars
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    2.6K reviews

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Blender Car Modeling & Rendering: Build & Export

    Skills you'll gain: 3D Modeling, Unreal Engine, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Data Import/Export

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Autodesk Civil 3D 2025 Unleashed

    Skills you'll gain: AutoCAD Civil 3D, Autodesk Revit, Autodesk, Grading (Landscape), AutoCAD, Drafting and Engineering Design, Design Specifications, Network Model, Engineering Analysis, Design, Design and Product, Data Management

    Beginner · Course · 3 - 6 Months

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    Northwestern University

    Modern Robotics, Course 2: Robot Kinematics

    Skills you'll gain: Mathematical Modeling, Mathematical Software, Automation Engineering, Engineering Calculations, Applied Mathematics, Engineering Analysis, Mechanics, Simulation and Simulation Software, Virtual Environment, Torque (Physics), Numerical Analysis, Control Systems, Spatial Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    297 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Illinois Urbana-Champaign

    VLSI CAD Part II: Layout

    Skills you'll gain: Application Specific Integrated Circuits, Hardware Design, Computer-Aided Design, Electronic Hardware, Systems Design, Electrical and Computer Engineering, Computer Engineering, Semiconductors, Network Routing, Computational Logic, Data Structures, Algorithms, Graph Theory, Linear Algebra, Applied Mathematics, Mathematical Modeling, Calculus

    4.7
    Rating, 4.7 out of 5 stars
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    282 reviews

    Intermediate · Course · 1 - 3 Months

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    Microsoft

    Building intelligent agent workflows

    Skills you'll gain: Microsoft Power Automate/Flow, System Testing, Test Case, Health Informatics, Performance Testing, Healthcare Ethics, Serverless Computing, Patient Communication

    Intermediate · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Designing Effective Science Communication

    Skills you'll gain: Oral Expression, Human Learning, Education Software and Technology, Technical Communication, Education and Training, Writing, Community Outreach, Learning Theory, Pedagogy, Research, Technical Writing, Scientific Methods, Media and Communications, Science and Research, Persuasive Communication, Program Evaluation, Interviewing Skills, Photography, Infographics, Storytelling

    4.7
    Rating, 4.7 out of 5 stars
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    130 reviews

    Beginner · Course · 1 - 3 Months

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    Alfaisal University | KLD

    أساسيات الذكاء الاصطناعي والبيانات الضخمة | AI

    Skills you'll gain: Computer Vision, Natural Language Processing, Machine Learning, Big Data, Artificial Intelligence, Deep Learning, Reinforcement Learning, Data Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    225 reviews

    Beginner · Course · 1 - 3 Months

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    Scrimba

    Fullstack Development

    Skills you'll gain: Prompt Engineering, Responsive Web Design, Node.JS, Command-Line Interface, TypeScript, Unit Testing, SQL, HTML and CSS, Web Content Accessibility Guidelines, Typography, Cascading Style Sheets (CSS), React.js, User Interface and User Experience (UI/UX) Design, Hypertext Markup Language (HTML), JavaScript Frameworks, JSON, Generative AI, Database Design, UI Components, Web Development

    4.6
    Rating, 4.6 out of 5 stars
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    797 reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    CCNA Cybersecurity (200-201) - Video Training Series

    Skills you'll gain: Cybersecurity, Cyber Governance, Cyber Attacks, Endpoint Security, Threat Detection, Incident Response, Cyber Security Assessment, Malware Protection, Network Security, Cyber Security Policies, Information Systems Security, Computer Security, Threat Modeling, Intrusion Detection and Prevention, Network Monitoring, Firewall, Network Analysis, Encryption

    Intermediate · Course · 1 - 3 Months

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    University of Pittsburgh

    Probability Theory and Regression for Predictive Analytics

    Skills you'll gain: Probability Distribution, Data Science, Probability & Statistics, Predictive Analytics, Probability, Statistical Modeling, Data Analysis, Regression Analysis, Statistical Analysis, Statistical Methods, Statistical Machine Learning, Bayesian Statistics, Statistical Inference, Feature Engineering, Applied Mathematics, Python Programming, Machine Learning, Algorithms

    Build toward a degree

    Beginner · Course · 1 - 4 Weeks

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

  • Introduction to Confluence: Atlassian
  • Introduction to Agile Development and Scrum: IBM
  • Blender Car Modeling & Rendering: Build & Export: EDUCBA
  • Autodesk Civil 3D 2025 Unleashed: Packt
  • Modern Robotics, Course 2: Robot Kinematics: Northwestern University
  • VLSI CAD Part II: Layout: University of Illinois Urbana-Champaign
  • Building intelligent agent workflows: Microsoft
  • Designing Effective Science Communication: University of Colorado Boulder
  • أساسيات الذكاء الاصطناعي والبيانات الضخمة | AI: Alfaisal University | KLD
  • Fullstack Development: Scrimba

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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