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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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    Arizona State University

    Sustainability Challenges for the Planet and Employers

    Skills you'll gain: Sustainable Development, Sustainability Reporting, Waste Minimization, Sustainability Standards, Interactive Learning, Sustainable Business, Sustainable Architecture, Sustainable Technologies, Corporate Sustainability, Training Programs, Construction, Student Engagement, Environmental Issue, Key Performance Indicators (KPIs), Environmental Engineering, Goal Setting, Climate Change Adaptation, Problem Solving, Professional Development, Business Communication

    4.5
    Rating, 4.5 out of 5 stars
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    25 reviews

    Beginner · Course · 1 - 3 Months

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    Novartis

    Targets, Assays & Screening

    Skills you'll gain: Drug Development, Pharmaceuticals, Pre-Clinical Development, Pharmacology, Laboratory Testing, Biochemical Assays, Clinical Research, Pharmaceutical Terminology, Verification And Validation

    4.9
    Rating, 4.9 out of 5 stars
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    37 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Virtualization, Docker, and Kubernetes for Data Engineering

    Skills you'll gain: Site Reliability Engineering, Docker (Software), Containerization, Kubernetes, Virtualization, Cloud Deployment, Devops Tools, Microservices, Application Deployment, Virtual Machines, Cloud Development, Database Management, Cloud-Based Integration, Scalability

    3.8
    Rating, 3.8 out of 5 stars
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    48 reviews

    Advanced · Course · 1 - 4 Weeks

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    Imperial College London

    Introduction to Python for Researchers

    Skills you'll gain: Programming Principles, Microsoft Visual Studio, Computer Programming, Integrated Development Environments, Python Programming, Debugging, Development Environment

    4.9
    Rating, 4.9 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Rice University

    The Fundamentals of Computing Capstone Exam

    Skills you'll gain: Theoretical Computer Science, Computer Programming, Computational Thinking, Programming Principles, Debugging, Algorithms, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
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    116 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Arizona State University

    Introduction to Python

    Skills you'll gain: Integrated Development Environments, Python Programming, Programming Principles, File I/O, Scripting, Software Engineering, Computer Programming, Computer Engineering, Data Structures

    4.3
    Rating, 4.3 out of 5 stars
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    36 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    DeepLearning.AI

    AI、機械学習、ディープラーニングのための TensorFlow 入門

    Skills you'll gain: Tensorflow, Computer Vision, Convolutional Neural Networks, Image Analysis, Keras (Neural Network Library), Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    GenAI for Automated Financial Reporting

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Google Gemini, Generative AI, AI Enablement, Financial Reporting, Anomaly Detection, OpenAI, ChatGPT, Auditing, Business Process Automation, Financial Analysis, Data Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    27 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    UiPath

    UiPath Orchestrator and Capstone Projects

    Skills you'll gain: Robotic Process Automation, Context Management, Business Process Automation, Automation, User Interface (UI), Application Deployment, Data Import/Export

    4.8
    Rating, 4.8 out of 5 stars
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    51 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
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    DeepLearning.AI

    Functions, Tools and Agents with LangChain

    Skills you'll gain: LangChain, LLM Application, Tool Calling, ChatGPT, Generative AI Agents, Prompt Engineering, Application Development, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    117 reviews

    Intermediate · Project · Less Than 2 Hours

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    Coursera

    Improving Math Engagement with Prodigy

    Skills you'll gain: Education Software and Technology, Mathematics Education

    4.7
    Rating, 4.7 out of 5 stars
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    87 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
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    Northeastern University

    Agile Dev Practices: SDLC & Project Management

    Skills you'll gain: Software Development Life Cycle, Agile Software Development, Agile Methodology, Requirements Analysis, Agile Project Management, Software Development Methodologies, Application Lifecycle Management, Interpersonal Communications, Scrum (Software Development), Sprint Retrospectives, User Story, Waterfall Methodology, Sprint Planning, Quality Management, Project Management, Cross-Functional Collaboration, Continuous Improvement Process

    4.8
    Rating, 4.8 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Sustainability Challenges for the Planet and Employers: Arizona State University
  • Targets, Assays & Screening: Novartis
  • Virtualization, Docker, and Kubernetes for Data Engineering: Duke University
  • Introduction to Python for Researchers: Imperial College London
  • The Fundamentals of Computing Capstone Exam: Rice University
  • Introduction to Python: Arizona State University
  • AI、機械学習、ディープラーニングのための TensorFlow 入門: DeepLearning.AI
  • GenAI for Automated Financial Reporting: Coursera
  • UiPath Orchestrator and Capstone Projects: UiPath
  • Functions, Tools and Agents with LangChain: DeepLearning.AI

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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