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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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    Coursera

    Budgeting: Analyze & Control Costs

    Skills you'll gain: Budget Management, Budgeting, Cost Control, Variance Analysis, Operating Budget, Cost Accounting, Cost Estimation, Expense Management, Microsoft Excel, Microsoft Copilot, Financial Planning, Prompt Engineering, Data Storytelling, ChatGPT, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

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    The Museum of Modern Art

    Art & Activity: Interactive Strategies for Engaging with Art

    Skills you'll gain: Design Thinking, Creative Thinking, Learning Styles, Learning Strategies, Empathy, Self-Awareness, Analytical Skills, Writing

    4.8
    Rating, 4.8 out of 5 stars
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    1.3K reviews

    Intermediate · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Partnership Strategy for Growth: The Partnership Economy

    Skills you'll gain: Strategic Partnership, Business Development, Growth Strategies, New Business Development, Loyalty Programs, Professional Networking, Relationship Building, Brand Loyalty, Business Relationship Management, Collaboration, Customer Acquisition Management, Customer Engagement, Cross Selling, Cross-Functional Collaboration, Marketing, Business Solutions, Revenue Management, Business Planning, Business, Business Communication

    Intermediate · Course · 3 - 6 Months

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    Packt

    Building Agentic AI Systems

    Skills you'll gain: Agentic systems, Generative AI, Responsible AI, AI Security, AI Workflows, Artificial Intelligence, Prompt Engineering, LLM Application, LangChain, Data Ethics, Restful API, Automation, Natural Language Processing, Python Programming

    Intermediate · Course · 1 - 3 Months

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    National Taiwan University

    Operations Research

    Skills you'll gain: Operations Research, Mathematical Modeling, Process Optimization, Report Writing, Applied Mathematics, Network Model, Process Improvement and Optimization, Business Modeling, Industrial Engineering, Linear Algebra, Numerical Analysis, Operations Management, Applied Machine Learning, Resource Allocation, Case Studies, Engineering Calculations, Algorithms, Feasibility Studies, Project Design, Business Analytics

    4.8
    Rating, 4.8 out of 5 stars
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    726 reviews

    Beginner · Specialization · 3 - 6 Months

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    Edureka

    Claude Code for Vibe Coding

    Intermediate · Course · 1 - 4 Weeks

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    UBITS

    Neuroproductividad: Adiós, procrastinación. Hola, resultados

    Skills you'll gain: Mental Concentration, Productivity, Time Management, Prioritization, Self-Discipline, Organizational Skills, Stress Management, Learning Strategies, Overcoming Obstacles, Proactivity, Goal Setting, Mindfulness, Planning, Accountability

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Master Advanced SketchUp Modeling & Visualization Workflows

    Skills you'll gain: SketchUp (3D Modeling Software), AutoCAD, 3D Modeling, Visualization (Computer Graphics), Animations

    Intermediate · Course · 1 - 3 Months

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    Pragmatic AI Labs

    GitHub: Codespaces, Actions, and Ecosystem Tools

    Skills you'll gain: CI/CD, Development Environment, GitHub, Cloud Development, Hugging Face, Microsoft Copilot, Software Development Tools, Model Deployment, YAML, DevOps, Large Language Modeling, AI Workflows, AI Enablement, Containerization, Docker (Software), Python Programming, AI Personalization

    Beginner · Course · 1 - 4 Weeks

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    University of Minnesota

    Introduction to Recommender Systems: Non-Personalized and Content-Based

    Skills you'll gain: Taxonomy, AI Personalization, Spreadsheet Software, Machine Learning, Predictive Analytics, Microsoft Excel, Data Collection, Statistics, Algorithms, Computer Programming, Java

    4.4
    Rating, 4.4 out of 5 stars
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    659 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Predict and Validate Regression Models in R

    Skills you'll gain: Regression Analysis, Predictive Modeling, Model Evaluation, Statistical Modeling, Predictive Analytics, Advanced Analytics, R Programming, Statistical Methods, Data Validation, Verification And Validation, Plot (Graphics), Exploratory Data Analysis, Technical Communication

    Beginner · Course · 1 - 4 Weeks

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    Korea Advanced Institute of Science and Technology(KAIST)

    Math for AI beginner part 1 Linear Algebra

    Skills you'll gain: Linear Algebra, Artificial Intelligence, Applied Mathematics, Deep Learning, Machine Learning, Supervised Learning, Mathematical Modeling

    4.4
    Rating, 4.4 out of 5 stars
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    33 reviews

    Beginner · Course · 1 - 3 Months

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

  • Budgeting: Analyze & Control Costs: Coursera
  • Art & Activity: Interactive Strategies for Engaging with Art: The Museum of Modern Art
  • Partnership Strategy for Growth: The Partnership Economy: John Wiley & Sons
  • Building Agentic AI Systems: Packt
  • Operations Research: National Taiwan University
  • Claude Code for Vibe Coding: Edureka
  • Neuroproductividad: Adiós, procrastinación. Hola, resultados: UBITS
  • Master Advanced SketchUp Modeling & Visualization Workflows: EDUCBA
  • GitHub: Codespaces, Actions, and Ecosystem Tools: Pragmatic AI Labs
  • Introduction to Recommender Systems: Non-Personalized and Content-Based: University of Minnesota

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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