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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: Free Trial
    Free Trial
    R

    Rice University

    Physics of Waves and Optics

    Skills you'll gain: Physics, Mechanics, electromagnetics, Vibrations, Materials science, Applied Mathematics, Geometry, Physical Science, Engineering Analysis, Trigonometry, Mathematical Modeling, Advanced Mathematics, Calculus, Differential Equations, Linear Algebra, Algebra, Mathematical Theory & Analysis, Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
    ·
    18 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Università di Napoli Federico II

    Python per la Data Science

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, NumPy, Image Analysis, Pandas (Python Package), Matplotlib, Artificial Neural Networks, Deep Learning, Computer Vision, Transfer Learning, Keras (Neural Network Library), Jupyter, Data Manipulation, Machine Learning Methods, Scikit Learn (Machine Learning Library), Model Evaluation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Generative AI: Governance, Policy, and Emerging Regulation

    Skills you'll gain: Responsible AI, Governance, Data Governance, Data Ethics, Compliance Management, Generative AI, Artificial Intelligence, Stakeholder Management, Risk Analysis, Cost Benefit Analysis, Regulation and Legal Compliance, Organizational Strategy, Leadership and Management, Risk Management, Business Risk Management, Accountability

    4.7
    Rating, 4.7 out of 5 stars
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    78 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Computing, Ethics, and Society

    Skills you'll gain: Data Ethics, Security Awareness, Healthcare Ethics, Responsible AI, Ethical Standards And Conduct, Computer Security Awareness Training, Cybersecurity, Diversity Awareness, Generative AI, Artificial Intelligence, Information Technology, Information Privacy, Diversity Equity and Inclusion Initiatives, Social Impact, Media and Communications, Automation, Robotics, Cultural Diversity, Personally Identifiable Information, Emerging Technologies

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    48 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    U

    Universidad de Chile

    Docencia para la capacitación laboral y el aprendizaje a lo largo de la vida.

    Skills you'll gain: Adult Education, Lifelong Learning, Professional Development, Instructional Design, Educational Materials, Higher Education, Communication, Planning, Learning Strategies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    206 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Azure Synapse SQL Pool - Implement Polybase

    Skills you'll gain: Azure Synapse Analytics, Microsoft Azure, Data Lakes, Microsoft SQL Servers, Transact-SQL, Data Integration, Cloud Storage, SQL, File Management

    4.6
    Rating, 4.6 out of 5 stars
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    97 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Politecnico di Milano

    FPGA computing systems: Background knowledge and introductory materials

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Hardware Design, Application Specific Integrated Circuits, Technical Design, Systems Design, Computer Architecture, Hardware Architecture, Electronic Hardware, Distributed Computing, System Configuration, Cloud Computing Architecture, Computer-Aided Design

    4.6
    Rating, 4.6 out of 5 stars
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    247 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    Coursera

    General AI Mastery Toolbox: Master AI and Drive Success

    Skills you'll gain: OpenAI, AI Enablement, Artificial Intelligence, AI Product Strategy, Generative AI, ChatGPT, Emerging Technologies, Responsible AI, Machine Learning, Natural Language Processing

    4.4
    Rating, 4.4 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Geneva

    Physique des particules - une introduction

    Skills you'll gain: Physics, Engineering, Scientific, and Technical Instruments, electromagnetics, Laboratory Equipment, Physical Science, Laboratory Experience, Mechanics, Experimentation, Research, Applied Mathematics

    4.3
    Rating, 4.3 out of 5 stars
    ·
    85 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Getting Started with Rstudio

    Skills you'll gain: Interactive Data Visualization, Software Installation, Package and Software Management, R Programming, Integrated Development Environments, Cloud Development, Cloud Hosting

    4.6
    Rating, 4.6 out of 5 stars
    ·
    146 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to NoSQL Databases

    Skills you'll gain: NoSQL, MongoDB, Databases, Apache Cassandra, Distributed Computing, Database Management, Database Architecture and Administration, IBM Cloud, Query Languages, Data Modeling, JSON, Scalability, Data Manipulation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    371 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Understanding Prostate Cancer

    Skills you'll gain: Patient Education And Counseling, Radiation Therapy, Diagnostic Tests, Oncology, Pain Management, Preventative Care, Pathology, Urology, Patient Treatment, Treatment Planning, Surgery, Care Management, Clinical Trials, Risk Analysis, Pharmacotherapy, Medical Imaging

    4.8
    Rating, 4.8 out of 5 stars
    ·
    753 reviews

    Beginner · Course · 1 - 3 Months

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

  • Physics of Waves and Optics: Rice University
  • Python per la Data Science: Università di Napoli Federico II
  • Generative AI: Governance, Policy, and Emerging Regulation: University of Michigan
  • Computing, Ethics, and Society: University of Colorado Boulder
  • Docencia para la capacitación laboral y el aprendizaje a lo largo de la vida.: Universidad de Chile
  • Azure Synapse SQL Pool - Implement Polybase: Coursera
  • FPGA computing systems: Background knowledge and introductory materials: Politecnico di Milano
  • General AI Mastery Toolbox: Master AI and Drive Success: Coursera
  • Physique des particules - une introduction: University of Geneva
  • Getting Started with Rstudio: 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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