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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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    Fractal Analytics

    Model Context Protocol (MCP) Mastery

    Skills you'll gain: Model Context Protocol, AI Security, Threat Modeling, AI Workflows, Secure Coding, LLM Application, Enterprise Architecture, Generative AI Agents, Security Controls, Interoperability, Agentic systems, Generative AI

    4.6
    Rating, 4.6 out of 5 stars
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    50 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Leeds

    An Introduction to Programming using Python

    Skills you'll gain: Programming Principles, Robotics, Python Programming, Program Development, Computer Programming, Scripting, Automation, Object Oriented Programming (OOP), Algorithms, Debugging, File I/O, Development Environment, Data Structures

    4.8
    Rating, 4.8 out of 5 stars
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    103 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of London

    Refugees in the 21st Century

    Skills you'll gain: Immigration Law, Case Studies, International Relations, World History, Social Justice, Socioeconomics, Cultural Sensitivity, Demography, Policy Analysis, Social Sciences

    4.8
    Rating, 4.8 out of 5 stars
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    573 reviews

    Beginner · Course · 1 - 3 Months

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    École Polytechnique Fédérale de Lausanne

    Transmission electron microscopy for materials science

    Skills you'll gain: Materials science, Analytical Testing, Engineering, Scientific, and Technical Instruments, electromagnetics, Scientific Visualization, Laboratory Equipment, Electronics, Physics, Image Analysis, Mathematical Modeling

    4.6
    Rating, 4.6 out of 5 stars
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    123 reviews

    Intermediate · Course · 1 - 3 Months

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    Microsoft

    Cybersecurity Tools and Technologies

    Skills you'll gain: Penetration Testing, Security Testing, System Testing, Vulnerability Scanning, Vulnerability Management, Cloud Security, Cybersecurity, Vulnerability Assessments, Intrusion Detection and Prevention, Network Security, Exploitation techniques, Microsoft Azure, Firewall, Virtual Private Networks (VPN)

    4.8
    Rating, 4.8 out of 5 stars
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    197 reviews

    Beginner · Course · 1 - 4 Weeks

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    Fundação Instituto de Administração

    Leadership and Disruption

    Skills you'll gain: Delegation Skills, Lifelong Learning, Leadership, Digital Transformation, Team Leadership, Team Management, Business Transformation, Leadership Development, Business Leadership, Telecommuting, Constructive Feedback, Organizational Leadership, Drive Engagement, Innovation, Professional Development, Strategic Leadership, Storytelling, Adaptability, Team Motivation, Strategic Communication

    4.8
    Rating, 4.8 out of 5 stars
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    277 reviews

    Beginner · Course · 1 - 4 Weeks

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    DeepLearning.AI

    LangChain for LLM Application Development

    Skills you'll gain: LangChain, LLM Application, Large Language Modeling, Retrieval-Augmented Generation, Generative AI Agents, Prompt Engineering, Generative AI, Embeddings, AI Workflows

    4.7
    Rating, 4.7 out of 5 stars
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    254 reviews

    Beginner · Project · Less Than 2 Hours

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    Packt

    AI Agents with LangGraph, Semantic Kernel, and AutoGen

    Skills you'll gain: LangGraph, Generative AI Agents, AI Orchestration, Agentic systems, AI Workflows, OpenAI API, LLM Application, Agentic Workflows, Prompt Patterns, OpenAI, Large Language Modeling, AI Enablement, Retrieval-Augmented Generation, Artificial Intelligence, Semantic Web, Development Environment, Tool Calling, Microsoft Azure, AI Personalization, Microsoft Development Tools

    4.5
    Rating, 4.5 out of 5 stars
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    91 reviews

    Intermediate · Specialization · 3 - 6 Months

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    The State University of New York

    Strategic Career Self-Management

    Skills you'll gain: Job Analysis, Adaptability, Professional Development, Dealing With Ambiguity, Personal Development, Lifelong Learning, Brand Management, Smart Goals, Gap Analysis, Competitive Analysis, Self-Awareness, Dashboard, Goal Setting

    4.5
    Rating, 4.5 out of 5 stars
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    304 reviews

    Intermediate · Course · 1 - 3 Months

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    Imperial College London

    Design and Implementation of Digital Health Interventions

    Skills you'll gain: Agile Methodology, Health Care Procedure and Regulation, Health Technology, Data Ethics, Digital Transformation, User Centered Design, Technology Strategies, Medical Privacy, Health Informatics, Health Policy, Regulatory Compliance, Data Security, Strategic Thinking

    4.6
    Rating, 4.6 out of 5 stars
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    79 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Lausanne

    Doping : Sports, Organizations and Sciences

    Skills you'll gain: Laboratory Testing, Analytical Testing, Biochemistry, Legal Proceedings, Pharmacology, Sports Medicine, Culture, Social Sciences, Sociology, Social Determinants Of Health, Law, Regulation, and Compliance, Ethical Standards And Conduct

    4.6
    Rating, 4.6 out of 5 stars
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    370 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Universidad Nacional Autónoma de México

    Evolución

    Skills you'll gain: Biology, Life Sciences, Human Learning, Environment, World History, Cell Biology, Scientific Methods, European History, Taxonomy, Specimen Collection, Mathematical Modeling, Probability & Statistics

    4.8
    Rating, 4.8 out of 5 stars
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    366 reviews

    Beginner · Specialization · 1 - 3 Months

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

  • Model Context Protocol (MCP) Mastery: Fractal Analytics
  • An Introduction to Programming using Python: University of Leeds
  • Refugees in the 21st Century: University of London
  • Transmission electron microscopy for materials science: École Polytechnique Fédérale de Lausanne
  • Cybersecurity Tools and Technologies: Microsoft
  • Leadership and Disruption: Fundação Instituto de Administração
  • LangChain for LLM Application Development: DeepLearning.AI
  • AI Agents with LangGraph, Semantic Kernel, and AutoGen: Packt
  • Strategic Career Self-Management: The State University of New York
  • Design and Implementation of Digital Health Interventions : Imperial College London

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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