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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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    Packt

    Autodesk Civil 3D 2025 Unleashed

    Skills you'll gain: AutoCAD Civil 3D, Autodesk Revit, Autodesk, Grading (Landscape), AutoCAD, Stormwater Management, Engineering Plans And Specifications, Engineering Analysis, Design, Visualization (Computer Graphics), Coordination, Design and Product, Data Management

    Beginner Ā· Course Ā· 3 - 6 Months

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    Universitat PolitĆØcnica de ValĆØncia

    Visualización de datos con Python

    Skills you'll gain: Pandas (Python Package), Matplotlib, Seaborn, Data Visualization, Data Visualization Software, Time Series Analysis and Forecasting, Statistical Visualization, Box Plots, Statistical Analysis, Exploratory Data Analysis, Data Analysis, Data Manipulation, Scatter Plots, Histogram, Data Structures, Python Programming

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
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    Northwestern University

    Modern Robotics, Course 5: Robot Manipulation and Wheeled Mobile Robots

    Skills you'll gain: Robotics, Machine Controls, Automation Engineering, Control Systems, Mechanics, Mechanical Engineering, Mathematical Modeling, Torque (Physics), Applied Mathematics, Linear Algebra

    4.7
    Rating, 4.7 out of 5 stars
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    95 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

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    University of Geneva

    Le Bien, le Juste, l'Utile. Introduction aux Ʃthiques philosophiques

    Skills you'll gain: Interactive Learning, Ethical Standards And Conduct, Education and Training, Environmental Issue, Liberal Arts, Social Justice, Social Studies, Political Sciences, Economics, Personal Development

    4.8
    Rating, 4.8 out of 5 stars
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    627 reviews

    Mixed Ā· Course Ā· 1 - 3 Months

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    Universitat Autònoma de Barcelona

    Clasificación de imÔgenes: ¿cómo reconocer el contenido de una imagen?

    Skills you'll gain: Computer Vision, Image Analysis, Convolutional Neural Networks, Model Evaluation, Classification Algorithms, Machine Learning Methods, Supervised Learning, Machine Learning Algorithms, Artificial Neural Networks

    4.3
    Rating, 4.3 out of 5 stars
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    80 reviews

    Mixed Ā· Course Ā· 1 - 3 Months

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    University of Minnesota

    Predictive Analytics Project Ideation

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Business Analytics, Customer Analysis, Project Design, Applied Machine Learning, Solution Design, Sprint Planning, Machine Learning, Brainstorming, Trend Analysis, Design Thinking, Analysis, Decision Tree Learning, Deep Learning, Time Series Analysis and Forecasting, Quality Control

    Beginner Ā· Course Ā· 1 - 3 Months

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    University of California, Davis

    How to Write Emails and Engage Professors

    Skills you'll gain: Relationship Building, Research, Planning, Goal-Oriented, Professionalism, Resilience, Resourcefulness, Problem Solving, Persistence, Persuasive Communication, Time Management, Communication, Strategic Thinking

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: New
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    Packt

    Ultimate Guide to FastAPI and Backend Development

    Skills you'll gain: API Testing, React.js, Authentications, Containerization, OAuth, Cloud Deployment, Back-End Web Development, PostgreSQL, API Gateway, Software Documentation, Amazon Web Services, Cloud Applications, Event-Driven Programming, Front-End Web Development, Python Programming, Database Management, Restful API, SQL, API Design, Databases

    Intermediate Ā· Specialization Ā· 3 - 6 Months

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    Salesforce

    Sales and CRM Overview

    Skills you'll gain: Sales Process, Sales, Salesforce, Sales Operations, Customer Relationship Management, B2B Sales, Data Management, Customer Data Management, Databases, Business-To-Consumer

    4.6
    Rating, 4.6 out of 5 stars
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    1.6K reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
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    University of Illinois Urbana-Champaign

    Text Mining and Analytics

    Skills you'll gain: Text Mining, Data Mining, Unstructured Data, Statistical Analysis, Natural Language Processing, Predictive Analytics, Analytics, Data Analysis, Statistical Methods, Unsupervised Learning, Probability & Statistics, Logistic Regression, Classification Algorithms

    4.5
    Rating, 4.5 out of 5 stars
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    737 reviews

    Mixed Ā· Course Ā· 1 - 3 Months

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    Universidad de los Andes

    Fundamentos de estadĆ­stica aplicada

    Skills you'll gain: Statistical Hypothesis Testing, Descriptive Statistics, Statistical Methods, Data Analysis, Regression Analysis, Sampling (Statistics), Statistical Analysis, Probability & Statistics, Probability Distribution, Applied Mathematics, Statistical Inference

    4.5
    Rating, 4.5 out of 5 stars
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    139 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

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    Packt

    Build Anything With AI Agents - Apps - Games - Assistants

    Skills you'll gain: AI Enablement, OpenAI, Development Environment, Game Design, Agentic systems, Web Scraping

    Intermediate Ā· Course Ā· 1 - 3 Months

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

  • Autodesk Civil 3D 2025 Unleashed:Ā Packt
  • Visualización de datos con Python:Ā Universitat PolitĆØcnica de ValĆØncia
  • Modern Robotics, Course 5: Robot Manipulation and Wheeled Mobile Robots :Ā Northwestern University
  • Le Bien, le Juste, l'Utile. Introduction aux Ć©thiques philosophiques:Ā University of Geneva
  • Clasificación de imĆ”genes: Āæcómo reconocer el contenido de una imagen?:Ā Universitat Autònoma de Barcelona
  • Predictive Analytics Project Ideation:Ā University of Minnesota
  • How to Write Emails and Engage Professors:Ā University of California, Davis
  • Ultimate Guide to FastAPI and Backend Development:Ā Packt
  • Sales and CRM Overview:Ā Salesforce
  • Text Mining and Analytics:Ā University of Illinois Urbana-Champaign

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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