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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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    PracticalGrowth

    Lean Management & Process Flow for Knowledge Work

    Skills you'll gain: Workflow Management, Kanban Principles, Process Mapping, Lean Methodologies, Business Process, Standard Operating Procedure, Process Analysis, Continuous Improvement Process, Process Improvement, Operational Efficiency, Service Level, Performance Metric, Waste Minimization

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Packt

    Introduction to Python and Google Colab Fundamentals

    Skills you'll gain: Data Structures, Python Programming, Programming Principles, Computer Programming, Program Development, Object Oriented Programming (OOP), Scripting, Debugging, Scripting Languages, Algorithms, Functional Design

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Career Development for AI Marketing Specialist

    Skills you'll gain: Marketing Strategies, Campaign Management, Marketing, Marketing Analytics, Data Presentation, Marketing Effectiveness, Email Marketing, Google Ads, Pay Per Click Advertising, Marketing Automation, LinkedIn, Google Analytics, Digital Marketing, Search Engine Optimization, Goal Setting, Professional Networking, Social Media Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Macquarie University

    Adapting: Career Development

    Skills you'll gain: Stress Management, Resilience, Personal Development, Time Management, Intercultural Competence, Cultural Diversity, Productivity, Cultural Sensitivity, Adaptability, Self-Awareness, Business Writing, Leadership Development, Professional Development, Workplace inclusivity, Diversity and Inclusion, Lifelong Learning, Mental Health, Communication, Organizational Skills, Mindfulness

    4.8
    Rating, 4.8 out of 5 stars
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    2.8K reviews

    Beginner · Specialization · 3 - 6 Months

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    Board Infinity

    Foundations of Visual Design Using Canva

    Skills you'll gain: Canva (Software), Typography, Layout Design, Color Theory, Graphic and Visual Design Software, Graphic and Visual Design, Responsible AI, Creative Design, Design, Design Elements And Principles, Image Quality, Generative AI Agents

    Beginner · Course · 1 - 3 Months

  • Status: Free
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    Coursera

    Data Science Coding Challenge: Loan Default Prediction

    Skills you'll gain: Applied Machine Learning, Jupyter, Predictive Modeling, Machine Learning, Data Manipulation, Data Preprocessing, Data Science, Model Evaluation, Data Analysis, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    111 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Google Cloud

    Introduction to Large Language Models

    Skills you'll gain: Large Language Modeling, Google Gemini, Prompt Engineering, LLM Application, Generative AI

    4.5
    Rating, 4.5 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Washington

    Practical Predictive Analytics: Models and Methods

    Skills you'll gain: Unsupervised Learning, Supervised Learning, Statistical Machine Learning, Predictive Analytics, Advanced Analytics, Data Analysis, R Programming, Statistical Methods, Statistical Inference, Statistical Analysis, Machine Learning Algorithms, Machine Learning, Graph Theory, Classification Algorithms, Probability & Statistics, Big Data

    4.1
    Rating, 4.1 out of 5 stars
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    323 reviews

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Automate ETL Pipelines

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    AI SEO & GEO: Boost Your Brand's AI Visibility

    Skills you'll gain: Keyword Research, Content Performance Analysis, Search Engine Optimization, Prompt Engineering, Dashboard, Project Schedules, Marketing Strategies, AI Personalization, Interviewing Skills, Web Analytics, Project Planning, Strategic Marketing, Customer Analysis, Digital Marketing, Content Strategy, Generative AI Agents, Market Intelligence, Performance Analysis, Marketing Design, Strategic Partnership

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    Duke University

    Rust Programming

    Skills you'll gain: Rust (Programming Language), Containerization, Data Pipelines, CI/CD, Docker (Software), Jenkins, Application Deployment, DevOps, LLM Application, Hugging Face, Large Language Modeling, Test Case, Restful API, Serverless Computing, Generative AI, Amazon Web Services, Command-Line Interface, Natural Language Processing, Computer Programming, Cloud Computing

    3.9
    Rating, 3.9 out of 5 stars
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    284 reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Electronics Foundations and SwiftIO Setup

    Skills you'll gain: Electronic Components, Basic Electrical Systems, Electronics, Swift Programming, Test Equipment, Hardware Troubleshooting, Electrical Engineering, Hardware Design, Embedded Systems, Prototyping

    Beginner · Course · 1 - 3 Months

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

  • Lean Management & Process Flow for Knowledge Work: PracticalGrowth
  • Introduction to Python and Google Colab Fundamentals: Packt
  • Career Development for AI Marketing Specialist: Coursera
  • Adapting: Career Development: Macquarie University
  • Foundations of Visual Design Using Canva: Board Infinity
  • Data Science Coding Challenge: Loan Default Prediction: Coursera
  • Introduction to Large Language Models: Google Cloud
  • Practical Predictive Analytics: Models and Methods: University of Washington
  • Automate ETL Pipelines: Coursera
  • AI SEO & GEO: Boost Your Brand's AI Visibility: Coursera

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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