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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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    U

    University of Colorado Boulder

    Sentido Numérico para la Educación Primaria con PhET

    Skills you'll gain: Mathematics Education, Teaching, Instructional Strategies, Simulations, Simulation and Simulation Software, Education Software and Technology, Pedagogy, Lesson Planning, Arithmetic, Diversity Awareness, Applied Mathematics

    Beginner · Course · 1 - 3 Months

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    D

    Duke University

    Open Design

    Skills you'll gain: Design Thinking, Design, Human Centered Design, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Diversity Awareness, Social Impact, Team Collaboration

    4.7
    Rating, 4.7 out of 5 stars
    ·
    15 reviews

    Beginner · Course · 1 - 4 Weeks

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    E

    EDUCBA

    Build a CMS Website from Scratch

    Skills you'll gain: Usability, Content Management Systems, Content Management, Web Design, Web Content, Web Design and Development, Web Development, Web Components, Development Environment, Software Installation

    Beginner · Course · 1 - 4 Weeks

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    D

    DeepLearning.AI

    심층 신경망 개선: 하이퍼파라미터 튜닝, 정규화 및 최적화

    Skills you'll gain: Model Optimization, Tensorflow, Deep Learning, Model Training, Performance Tuning, Model Evaluation, Machine Learning Methods, Artificial Neural Networks, Statistical Analysis, Debugging, Verification And Validation, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    E

    EDUCBA

    3DS Max Hand & Shoelace Modeling: Refine Skills

    Skills you'll gain: 3D Modeling, 3D Assets, Animation and Game Design, Autodesk, Computer Graphics, Mathematical Modeling, Model Optimization, Workflow Management, Geometry, Technical Design, Product Design, Design, Design and Product, Research and Design

    Mixed · Course · 1 - 4 Weeks

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    U

    Universidad Autónoma Metropolitana

    Rebo-binario

    Skills you'll gain: Computational Thinking, Lifelong Learning, Creative Thinking, Self-Starter, Programming Principles, Program Development, Computer Programming, Critical Thinking, Critical Thinking and Problem Solving, Creativity, Willingness To Learn, Debugging, Creative Problem-Solving, Open Source Technology, Event-Driven Programming, Independent Thinking, Problem Solving, digital literacy, Computer Programming Tools, Algorithms

    5
    Rating, 5 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

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    D

    DeepLearning.AI

    الشبكات العصبونية الالتفافية

    Skills you'll gain: Convolutional Neural Networks, Image Analysis, Computer Vision, Deep Learning, Artificial Neural Networks, Network Architecture, Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    J

    Johns Hopkins University

    Exploring Algorithmic Bias as a Policy Issue: A Teach-Out

    Skills you'll gain: Algorithms, Responsible AI, Policy Analysis, Social Justice, Machine Learning Algorithms, Policy Development, Economics, Policy, and Social Studies, Diversity Training, Public Policies, Diversity Awareness, Artificial Intelligence, Data Ethics, Mitigation, Social Impact, Law, Regulation, and Compliance

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Innovating with Data and Google Cloud בעברית

    Skills you'll gain: Digital Transformation, Applied Machine Learning, Google Cloud Platform, Data Literacy, Big Data, Cloud Storage, Cloud Services, Looker (Software), Cloud Computing, Cloud Solutions, Customer Insights, Machine Learning, Analytics, Data Management, Data Lakes, Data Storage, Unstructured Data, Data Quality, Data Processing, Business Intelligence

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced RNN Concepts and Projects

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Artificial Neural Networks, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Model Training, Model Evaluation, Data Preprocessing

    Advanced · Course · 1 - 3 Months

  • Status: New
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    Packt

    Master Scrum & Agile with AI, Jira, and Agile Workflow

    Skills you'll gain: Prompt Engineering, Sprint Retrospectives, Jira (Software), Backlogs, Scrum (Software Development), Prompt Patterns, Prompt Engineering Tools, Sprint Planning, Agile Methodology, Agile Software Development, Agile Project Management, Generative AI, Microsoft Copilot, People Development, Scalability, User Story, Team Building, Goal Setting, AI Enablement, Software Development Methodologies

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    Accelerate Model Training with PyTorch 2.X

    Skills you'll gain: Model Optimization, PyTorch (Machine Learning Library), Model Training, Distributed Computing, Data Pipelines, Performance Tuning, Deep Learning, AI Workflows, Scalability, LLM Application, Memory Management, Hardware Architecture, Machine Learning

    Beginner · Course · 1 - 3 Months

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

  • Sentido Numérico para la Educación Primaria con PhET: University of Colorado Boulder
  • Open Design: Duke University
  • Build a CMS Website from Scratch: EDUCBA
  • 심층 신경망 개선: 하이퍼파라미터 튜닝, 정규화 및 최적화: DeepLearning.AI
  • 3DS Max Hand & Shoelace Modeling: Refine Skills: EDUCBA
  • Rebo-binario: Universidad Autónoma Metropolitana
  • الشبكات العصبونية الالتفافية: DeepLearning.AI
  • Exploring Algorithmic Bias as a Policy Issue: A Teach-Out: Johns Hopkins University
  • Innovating with Data and Google Cloud בעברית: Google Cloud
  • Advanced RNN Concepts and Projects: Packt

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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