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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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    Caltech

    Pricing Options with Mathematical Models

    Skills you'll gain: Derivatives, Financial Market, Securities (Finance), Finance, Risk Modeling, Mathematical Modeling, Financial Modeling, Risk Management, Portfolio Management, Probability, Advanced Mathematics, Differential Equations, Applied Mathematics, Calculus

    4.7
    Rating, 4.7 out of 5 stars
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    39 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Cisco Learning and Certifications

    Network Automation Engineering Fundamentals

    Skills you'll gain: Ansible, Development Environment, Postman API Platform, Restful API, Authentications, YAML, Software Development Methodologies, Software-Defined Networking, CI/CD, DevOps, IT Automation, Network Engineering, Network Architecture, Network Administration, Application Programming Interface (API), Scripting, JSON, Data Modeling, Version Control, Network Protocols

    4.7
    Rating, 4.7 out of 5 stars
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    158 reviews

    Beginner · Specialization · 3 - 6 Months

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    Whizlabs

    NVIDIA: Large Language Models and Generative AI Deployment

    Skills you'll gain: Large Language Modeling, Generative AI, Model Deployment, Natural Language Processing, Prompt Engineering, Deep Learning, MLOps (Machine Learning Operations), Cloud Deployment, Model Evaluation, Continuous Monitoring, Data Cleansing, Machine Learning

    4
    Rating, 4 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Workday

    Workday Human Capital Management for Business Users

    Skills you'll gain: Workday (Software), Human Resources Software, Human Capital, Benefits Enrollment Processes, Human Resources Information System (HRIS), People Analytics, Learning Management Systems, Business Reporting, Applicant Tracking Systems, Business Process, Compensation Analysis, Data Entry

    4.7
    Rating, 4.7 out of 5 stars
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    118 reviews

    Beginner · Course · 1 - 3 Months

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    Illinois Tech

    Introduction to Data Science Techniques

    Skills you'll gain: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Model Evaluation, Data Visualization, Exploratory Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Data Cleansing, Analytics, Regression Analysis, R Programming, Statistical Software, Forecasting, Data Preprocessing, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
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    21 reviews

    Intermediate · Specialization · 3 - 6 Months

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    U

    University of Colorado Boulder

    Active Optical Devices

    Skills you'll gain: Semiconductors, Display Devices, Computer Displays, Systems Design, Electrical Engineering, Technical Design, Electronics, Electronics Engineering, Electronic Systems, Electronic Components, Materials science, Image Quality, Technology Solutions, Engineering Calculations, Mathematical Modeling, Performance Testing, Physics, Emerging Technologies, Applied Mathematics

    Build toward a degree

    3.8
    Rating, 3.8 out of 5 stars
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    112 reviews

    Advanced · Specialization · 3 - 6 Months

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    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

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    Johns Hopkins University

    Trustworthy AI: Managing Bias, Ethics, and Accountability

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Business Ethics, Machine Learning, Accountability, Artificial Intelligence and Machine Learning (AI/ML), Risk Analysis, Case Studies, Risk Mitigation, Law, Regulation, and Compliance, Decision Making, Workforce Management, Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Introduction to Basic Game Development using Scratch

    Skills you'll gain: Event-Driven Programming, Debugging, Programming Principles, Algorithms, Video Game Development, Computer Programming Tools, Game Design, Computer Programming, Program Development, Animation and Game Design, Interactive Design, Integrated Development Environments, Computer Science

    4.5
    Rating, 4.5 out of 5 stars
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    1.5K reviews

    Beginner · Guided Project · Less Than 2 Hours

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    R

    Rutgers the State University of New Jersey

    Analyzing the Universe

    Skills you'll gain: Data Analysis Software, Spatial Data Analysis, Image Analysis, Scientific Visualization, Science and Research, Physics, Physical Science, General Science and Research, Scientific Methods, Estimation, Applied Mathematics, Engineering, Scientific, and Technical Instruments

    4.8
    Rating, 4.8 out of 5 stars
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    234 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Data Mining Project

    Skills you'll gain: Data Mining, Data Pipelines, Big Data, Analytical Skills, Data Analysis, Data Preprocessing, Applied Machine Learning, Ideation, Exploratory Data Analysis, Model Evaluation, Technical Writing, Technical Communication

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    29 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Pontificia Universidad Católica de Chile

    Introducción al Aprendizaje Universitario

    Skills you'll gain: Learning Strategies, Human Learning, Learning Theory, Higher Education, Lifelong Learning, Willingness To Learn, Student Support and Services, Collaboration, Self-Awareness, Growth Mindedness, Mental Concentration, Self-Motivation, Needs Assessment, Time Management, Resourcefulness, Planning, Organizational Skills

    4.5
    Rating, 4.5 out of 5 stars
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    589 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Pricing Options with Mathematical Models: Caltech
  • Network Automation Engineering Fundamentals: Cisco Learning and Certifications
  • NVIDIA: Large Language Models and Generative AI Deployment: Whizlabs
  • Workday Human Capital Management for Business Users: Workday
  • Introduction to Data Science Techniques: Illinois Tech
  • Active Optical Devices: University of Colorado Boulder
  • Doping : Sports, Organizations and Sciences: University of Lausanne
  • Trustworthy AI: Managing Bias, Ethics, and Accountability: Johns Hopkins University
  • Introduction to Basic Game Development using Scratch: Coursera
  • Analyzing the Universe: Rutgers the State University of New Jersey

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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