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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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    LearnKartS

    Agentic AI Foundations with MERN, RAG & MCP

    Skills you'll gain: Agentic systems, Generative AI Agents, Front-End Web Development, Google Gemini, Model Context Protocol, AI Integrations, OpenAI API, Artificial Intelligence, Frontend Performance, Frontend Integration, ChatGPT, LLM Application, TypeScript, Generative AI, Web Applications, Software Architecture, Node.JS, User Interface and User Experience (UI/UX) Design, Data Integration, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Programming Generative AI: Unit 1

    Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Generative Model Architectures, Artificial Neural Networks, Deep Learning, Model Training

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    J

    JetBrains

    Python: Mastering NumPy Essentials

    Skills you'll gain: NumPy, Python Programming, Linear Algebra, Numerical Analysis, Data Manipulation, Data Transformation, Data Preprocessing, Integrated Development Environments, Unstructured Data, Data Science, Data Management, Software Development Tools, Software Development, Machine Learning, Engineering, Scientific, and Technical Instruments

    Intermediate · Course · 1 - 3 Months

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    Politecnico di Milano

    Introduzione alla fisica sperimentale: meccanica, termodinamica

    Skills you'll gain: Mechanics, Physics, Hydraulics, Thermal Management, Physical Science, Experimentation, Engineering Calculations, Systems Of Measurement, Applied Mathematics

    4.6
    Rating, 4.6 out of 5 stars
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    27 reviews

    Beginner · Course · 1 - 3 Months

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    Whizlabs

    Exam Prep SC-200: Microsoft Security Operations Analyst

    Skills you'll gain: MITRE ATT&CK Framework, Endpoint Security, Cyber Threat Hunting, Cyber Threat Intelligence, Endpoint Detection and Response, Cloud Solutions, Cloud Security, Threat Detection, Cyber Operations, Threat Management, Microsoft Copilot, Malware Protection, Security Information and Event Management (SIEM), AI Security, Microsoft Azure, Vulnerability Management, Cloud Computing, Incident Response, Hybrid Cloud Computing, AI Integrations

    Intermediate · Course · 1 - 3 Months

  • Status: Free
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    U

    University of Pennsylvania

    Applying to College 101

    Skills you'll gain: Organizational Skills, Student Support and Services, Higher Education, Planning, Personal Attributes, Family Support, Self-Awareness, Decision Making, Personal Development, Resourcefulness, Goal Setting, Research

    4.8
    Rating, 4.8 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    Universidad Austral

    Introducción al procesamiento de lenguaje natural

    Skills you'll gain: Natural Language Processing, Data Processing, Data Preprocessing, Text Mining, AI Orchestration, Pandas (Python Package), Analysis, Big Data, Process Modeling, File Management, Classification Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    27 reviews

    Beginner · Course · 1 - 3 Months

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    Duke University

    GenAI and LLMs on AWS

    Skills you'll gain: Amazon Bedrock, Model Deployment, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), Amazon Web Services, AI Security, Model Evaluation, Model Training, AI Workflows, Continuous Monitoring, Data Ethics, Rust (Programming Language), Generative AI, Cloud Computing, Serverless Computing, Development Environment

    4.6
    Rating, 4.6 out of 5 stars
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    28 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    AI Agent Architecture in Java with Generative AI

    Skills you'll gain: Generative AI Agents, Agentic Workflows, AI Orchestration, LLM Application, OpenAI API, Java Programming, Java, AI Workflows, Agentic systems, Generative AI, Prompt Patterns, Prompt Engineering, AI Integrations, Persona (User Experience), Document Management, Secure Coding, Business Logic, Software Design Documents, Plan Execution, Software Design Patterns

    4.3
    Rating, 4.3 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

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    STARWEAVER

    Factory Automation: Shaping the Future of Manufacturing

    Skills you'll gain: Automation Engineering, Manufacturing and Production, Automation, Manufacturing Operations, Manufacturing Processes, Production Line, Production Process, Workforce Development, Machine Controls, Robotics, Safety Standards, Safety Assurance, Sustainable Engineering, Sustainable Technologies

    4.6
    Rating, 4.6 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Performance Management and Appraisal Systems

    Skills you'll gain: Performance Appraisal, Performance Management, Constructive Feedback, Employee Performance Management, Performance Review, Performance Measurement, Performance Improvement, Performance Analysis, Organizational Strategy, Goal Setting

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Connect Your Services with Microsoft Azure Service Bus

    Skills you'll gain: Microsoft Azure, C# (Programming Language), Cloud Storage, Cloud Development, Cloud Applications, Distributed Computing, Communication Systems, Event-Driven Programming, Communication, Real Time Data, Data Management

    4.6
    Rating, 4.6 out of 5 stars
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    39 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Agentic AI Foundations with MERN, RAG & MCP: LearnKartS
  • Programming Generative AI: Unit 1: Pearson
  • Python: Mastering NumPy Essentials: JetBrains
  • Introduzione alla fisica sperimentale: meccanica, termodinamica: Politecnico di Milano
  • Exam Prep SC-200: Microsoft Security Operations Analyst: Whizlabs
  • Applying to College 101: University of Pennsylvania
  • Introducción al procesamiento de lenguaje natural: Universidad Austral
  • GenAI and LLMs on AWS: Duke University
  • AI Agent Architecture in Java with Generative AI: Vanderbilt University
  • Factory Automation: Shaping the Future of Manufacturing: STARWEAVER

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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