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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


  • É

    École Polytechnique

    Optique non-linéaire

    Skills you'll gain: Numerical Analysis, Simulation and Simulation Software, Engineering Analysis, Applied Mathematics, Materials science, Mathematical Modeling, Laboratory Research, Differential Equations, Medical Imaging, Physics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    56 reviews

    Mixed · Course · 1 - 3 Months

  • B

    Birla Institute of Technology & Science, Pilani

    Probability and Statistics

    Skills you'll gain: Data Analysis, Statistical Analysis, Data Visualization, Predictive Modeling, Applied Mathematics

    4
    Rating, 4 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 3 Months

  • N

    Novartis

    Pharmacokinetics

    Skills you'll gain: Drug Interaction, Pharmacology, Pharmaceuticals, Pre-Clinical Development, Drug Development, Medication Administration, Pharmaceutical Terminology, Clinical Research, Laboratory Research

    4.9
    Rating, 4.9 out of 5 stars
    ·
    70 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    Edureka

    Autonomous AI Agent Systems and Orchestration

    Skills you'll gain: LangGraph, AI Orchestration, Model Deployment, Retrieval-Augmented Generation, AI Workflows, Generative AI Agents, CrewAI, Agentic Workflows, LangChain, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Agentic systems, OpenAI, Systems Integration, Tool Calling, Google Gemini, Workflow Management, Automation, Prompt Engineering, Responsible AI

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of Michigan

    Programmation pour tous (mise en route de Python)

    Skills you'll gain: Programming Principles, Computer Programming, Python Programming, Program Development, Algorithms, Computational Thinking, Data Structures

    4.7
    Rating, 4.7 out of 5 stars
    ·
    41 reviews

    Mixed · Course · 1 - 3 Months

  • I

    Infosec

    JavaScript Security

    Skills you'll gain: Authentications, Application Security, Open Web Application Security Project (OWASP), Secure Coding, Serverless Computing, Cryptography, Risk Management Framework, Threat Modeling, Cloud Security, Infrastructure Security, Package and Software Management, Node.JS, Web Applications, Javascript, Vulnerability Management, Cloud Services, Cloud Platforms, Web Development, Identity and Access Management, Security Controls

    4.5
    Rating, 4.5 out of 5 stars
    ·
    112 reviews

    Intermediate · Specialization · 1 - 3 Months

  • R

    Real Madrid Graduate School Universidad Europea

    Theoretical Bases of Health and Injury Management

    Skills you'll gain: Kinesiology, Applied Machine Learning, Bayesian Network, Machine Learning, Data-Driven Decision-Making, Epidemiology, Load Balancing, Health Education, Data Integration, Systems Engineering, Psychological Evaluations

    Beginner · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    The History and Relevance of the Rise of Generative AI

    Skills you'll gain: Generative AI, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning Algorithms

    4.9
    Rating, 4.9 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Introduction to On-Device AI

    Skills you'll gain: Model Deployment, Performance Testing, Android Development, Transfer Learning, Image Analysis, PyTorch (Machine Learning Library), Tensorflow, Hardware Architecture, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence

    4.4
    Rating, 4.4 out of 5 stars
    ·
    26 reviews

    Beginner · Project · Less Than 2 Hours

  • C

    Codio

    C++: Data Structures and Algorithms

    Skills you'll gain: Computational Thinking, Algorithms, Graph Theory, Data Structures, C++ (Programming Language), C and C++, Programming Principles, Computer Programming, Object Oriented Programming (OOP), Technical Design, Theoretical Computer Science

    4.6
    Rating, 4.6 out of 5 stars
    ·
    16 reviews

    Intermediate · Specialization · 1 - 3 Months

  • J

    Johns Hopkins University

    Data and Electronic Health Records

    Skills you'll gain: Medical Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Management, Data Integrity, Health Information Management, Data Quality, Health Informatics, Medical Records, Electronic Medical Record, Personally Identifiable Information, Data-Driven Decision-Making, Clinical Documentation, Data Security

    4.5
    Rating, 4.5 out of 5 stars
    ·
    40 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad Austral

    Aprendiendo a aprender para jóvenes

    Skills you'll gain: Learning Strategies, Willingness To Learn, Time Management, Prioritization, Mental Concentration, Productivity, Cognitive flexibility, Creativity, Growth Mindedness, Overcoming Obstacles, Self-Awareness, Exercise Science

    4.9
    Rating, 4.9 out of 5 stars
    ·
    477 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Optique non-linéaire: École Polytechnique
  • Probability and Statistics: Birla Institute of Technology & Science, Pilani
  • Pharmacokinetics: Novartis
  • Autonomous AI Agent Systems and Orchestration: Edureka
  • Programmation pour tous (mise en route de Python): University of Michigan
  • JavaScript Security: Infosec
  • Theoretical Bases of Health and Injury Management : Real Madrid Graduate School Universidad Europea
  • The History and Relevance of the Rise of Generative AI: Vanderbilt University
  • Introduction to On-Device AI: DeepLearning.AI
  • C++: Data Structures and Algorithms: Codio

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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