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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: New
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    Madecraft

    Data Visualization with Excel and Python

    Skills you'll gain: Plotly, Data Visualization, Interactive Data Visualization, Pivot Tables And Charts, Data Presentation, Statistical Visualization, Plot (Graphics), Data Visualization Software, Microsoft Excel, Data Storytelling, Dashboard, Dashboard Creation, Descriptive Statistics, Graphing, Scatter Plots, Histogram, Spreadsheet Software, Box Plots, Data Literacy, Python Programming

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Tecnológico de Monterrey

    Diseño Instruccional: Aprendizaje activo y Pedagogía digital

    Skills you'll gain: Digital pedagogy, Instructional and Curriculum Design, Education Software and Technology, Instructional Design, Course Development, Pedagogy, Problem Solving, Education and Training, Instructional Strategies, digital literacy, Educational Materials, Training Programs, Emerging Technologies, Innovation, Quality Assurance, Critical Thinking and Problem Solving, Strategic Planning, Solution Design, Technical Documentation, Continuous Monitoring

    4.7
    Rating, 4.7 out of 5 stars
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    1.4K reviews

    Beginner · Specialization · 3 - 6 Months

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    Google

    Automating Real-World Tasks with Python

    Skills you'll gain: Web Services, Email Automation, Scripting, Automation, Python Programming, Restful API, IT Automation, Application Programming Interface (API), JSON, System Monitoring, Debugging

    4.8
    Rating, 4.8 out of 5 stars
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    3K reviews

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Master AutoCAD Basics: Create, Modify & Annotate 2D Drawings

    Skills you'll gain: AutoCAD, Technical Drawing, Engineering Drawings, Computer-Aided Design, Architectural Drawing, Drafting and Engineering Design, Autodesk, User Interface (UI)

    4.7
    Rating, 4.7 out of 5 stars
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    24 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Introduction to Robotics with Webots

    Skills you'll gain: Robotics, Machine Controls, Control Systems, Engineering, Scientific, and Technical Instruments, Automation, Graph Theory, Planning, Algorithms, Computer Programming, Computer Science, Simulation and Simulation Software, Engineering, Simulations, Data Structures, Python Programming, Virtual Environment, Spatial Data Analysis, Linear Algebra, Applied Mathematics, Design

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    82 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    John Wiley & Sons

    Advanced Measurement Strategies for Decision-Making

    Skills you'll gain: Regression Analysis, Performance Measurement, Sampling (Statistics), Statistical Analysis, Statistical Inference, Risk Management, Analysis, Estimation, Bayesian Statistics, Statistical Methods, Probability & Statistics, Risk Appetite, Statistics, Model Evaluation, Risk Analysis, Systems Of Measurement, Decision Making, Data Management, Leadership and Management, Leadership

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado Boulder

    High-Performance and Parallel Computing

    Skills you'll gain: Hardware Architecture, Microarchitecture, Bash (Scripting Language), Distributed Computing, Scalability, Memory Management, Shell Script, Computer Systems, File I/O, Big Data, Linux Commands, Cloud Development, C and C++, Computer Programming Tools, Linux, Computing Platforms, Data Import/Export, C++ (Programming Language), Communication Systems, C (Programming Language)

    3.8
    Rating, 3.8 out of 5 stars
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    183 reviews

    Advanced · Specialization · 3 - 6 Months

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    IBM

    Project: Generative AI Applications with RAG and LangChain

    Skills you'll gain: Vector Databases, LLM Application, Retrieval-Augmented Generation, Generative AI, Embeddings, Document Management, Fine-tuning, User Interface (UI)

    4.8
    Rating, 4.8 out of 5 stars
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    264 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Getting Started with Salesforce Development

    Skills you'll gain: Salesforce Object Query Language (SOQL), Salesforce Development, Force.com, Salesforce, Web Services, Transaction Processing, Query Languages, Test Script Development, Data Store, Object Oriented Design, Business Logic, Data Access, Restful API, Development Testing, Test Automation, Code Coverage, Object Oriented Programming (OOP), Application Development, Unit Testing, Computational Logic

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Quantum Mechanics

    Skills you'll gain: Mechanics, Engineering Calculations, Mathematical Software, Mechanical Engineering, Numerical Analysis, Chemistry, Physics, Applied Mathematics, Mathematical Modeling, Differential Equations, Physical Science

    4.5
    Rating, 4.5 out of 5 stars
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    749 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Vanderbilt University

    Mastering Programming with MATLAB

    Skills you'll gain: Object Oriented Programming (OOP), Algorithms, Object Oriented Design, Software Engineering, Program Development, Matlab, Application Development, Computer Programming, Theoretical Computer Science, Programming Principles, Engineering Calculations, Mathematical Software, Engineering Analysis, Applied Mathematics, Numerical Analysis, Scripting, Performance Tuning, User Interface (UI)

    4.8
    Rating, 4.8 out of 5 stars
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    435 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    EDUCBA

    ITIL V4 Explanation of Service Value System & its Components

    Skills you'll gain: Customer experience improvement, Information Technology Infrastructure Library, IT Service Management, Service Management, Continuous Improvement Process, Service Improvement, Agile Methodology, Governance, Process Optimization, Operational Excellence, IT Management, User Feedback, Innovation, Customer Service, Process Improvement and Optimization, Automation

    4.9
    Rating, 4.9 out of 5 stars
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    120 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Data Visualization with Excel and Python: Madecraft
  • Diseño Instruccional: Aprendizaje activo y Pedagogía digital: Tecnológico de Monterrey
  • Automating Real-World Tasks with Python: Google
  • Master AutoCAD Basics: Create, Modify & Annotate 2D Drawings: EDUCBA
  • Introduction to Robotics with Webots: University of Colorado Boulder
  • Advanced Measurement Strategies for Decision-Making: John Wiley & Sons
  • High-Performance and Parallel Computing: University of Colorado Boulder
  • Project: Generative AI Applications with RAG and LangChain: IBM
  • Getting Started with Salesforce Development: Packt
  • Quantum Mechanics: 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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