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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


  • U

    Universidad Nacional Autónoma de México

    Evaluación educativa

    Skills you'll gain: Peer Review, Program Evaluation, Patient Evaluation, Surveys, Qualitative Research, Instructional and Curriculum Design, Education Software and Technology, Health Assessment, Teaching, Psychological Evaluations, Curriculum Development, Simulations, Curriculum Planning, Education and Training, Clinical Assessment, Case Studies, Student-Centred Learning, Higher Education, Instructional Strategies, Survey Creation

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    864 reviews

    Beginner Ā· Specialization Ā· 3 - 6 Months

  • K

    Khalifa University

    AI for Executives: The Basics

    Skills you'll gain: Data Strategy, Model Deployment, Data Governance, Model Evaluation, Transfer Learning, Data Quality, Data-Driven Decision-Making, Business Leadership, Predictive Analytics, Machine Learning, Strategic Decision-Making, Artificial Intelligence, Large Language Modeling, Classification Algorithms, Regression Analysis, Decision Tree Learning

    Beginner Ā· Course Ā· 1 - 3 Months

  • P

    Princeton University

    Computer Science: Algorithms, Theory, and Machines

    Skills you'll gain: Theoretical Computer Science, Data Structures, Computer Science, Computer Architecture, Algorithms, Programming Principles, Computational Logic, Java Programming, Computer Hardware, Scalability

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    754 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

  • U

    University of Colorado Boulder

    Magnetics for Power Electronic Converters

    Skills you'll gain: Power Electronics, Electrical Engineering, electromagnetics, Electronic Components, Mathematical Modeling, Thermal Management, Engineering Analysis, Engineering Design Process, Engineering Calculations, Applied Mathematics

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    165 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Essential Linear Algebra for Data Science

    Skills you'll gain: Linear Algebra, Applied Mathematics, Data Science, Data Analysis, Statistical Methods, Algebra, Numerical Analysis

    4.5
    Rating, 4.5 out of 5 stars
    Ā·
    189 reviews

    Intermediate Ā· Course Ā· 1 - 3 Months

  • T

    The University of Sydney

    Introduction to Advanced Calculus

    Skills you'll gain: Advanced Mathematics, Integral Calculus, Calculus, Mathematical Theory & Analysis, Differential Equations, Applied Mathematics, Engineering Calculations, Mathematical Modeling, Linear Algebra, Physics, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
    Ā·
    27 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • N

    Northwestern University

    The Business of Social

    Skills you'll gain: Social Media Marketing, Social Media Strategy, Social Media, Marketing Effectiveness, Marketing, Performance Measurement, Business Metrics, Customer Engagement, Business-To-Consumer, Key Performance Indicators (KPIs), Integrated Marketing Communications, Program Management, Marketing Budgets, Law, Regulation, and Compliance, A/B Testing, Information Privacy, Data Security

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    823 reviews

    Mixed Ā· Course Ā· 1 - 4 Weeks

  • J

    Johns Hopkins University

    Major Depression in the Population: A Public Health Approach

    Skills you'll gain: Public Health and Disease Prevention, Research Methodologies, Health Policy, Public Health, Epidemiology, Mental Health, Social Determinants Of Health, Health Disparities, Maternal Health, Mental Health Diseases and Disorders, Cultural Diversity

    4.7
    Rating, 4.7 out of 5 stars
    Ā·
    383 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

  • I

    Illinois Tech

    Digital Healthcare Informatics and AI

    Skills you'll gain: Health Informatics, Clinical Informatics, Technology Roadmaps, Patient Flow, Public Health, Health Systems, Innovation, Health Care, Healthcare Project Management, Systems Integration, Data Analysis, Health Policy, Medical Terminology, Data Management, Emerging Technologies, Data Governance, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Regulatory Compliance, Natural Language Processing

    Intermediate Ā· Specialization Ā· 1 - 3 Months

  • U

    University of Minnesota

    Recommender Systems Capstone

    Skills you'll gain: Spreadsheet Software, Applied Machine Learning, Exploratory Data Analysis, Analysis, System Design and Implementation, Solution Design, Model Evaluation, Machine Learning Algorithms, Algorithms, Business Metrics

    4.1
    Rating, 4.1 out of 5 stars
    Ā·
    30 reviews

    Mixed Ā· Course Ā· 1 - 4 Weeks

  • M

    Macquarie University

    Supply chain management: Be global

    Skills you'll gain: Supply Chain, Supply Chain Planning, Supply Chain Management, Strategic Sourcing, Transportation, Supply Chain, and Logistics, Logistics, Procurement, Supplier Management, Corporate Sustainability, Risk Management, Sustainable Design

    4.8
    Rating, 4.8 out of 5 stars
    Ā·
    367 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

  • U

    University of Colorado Boulder

    High-Performance and Parallel Computing

    Skills you'll gain: Hardware Architecture, Bash (Scripting Language), Distributed Computing, Scalability, Computer Systems, File I/O, Big Data, Operating Systems, File Systems, Scripting, Command-Line Interface, C and C++, Performance Tuning, Computer Programming Tools, Linux, Load Balancing, Programming Principles, Communication Systems, Linear Algebra

    3.8
    Rating, 3.8 out of 5 stars
    Ā·
    175 reviews

    Advanced Ā· Specialization Ā· 3 - 6 Months

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

  • Evaluación educativa:Ā Universidad Nacional Autónoma de MĆ©xico
  • AI for Executives: The Basics:Ā Khalifa University
  • Computer Science: Algorithms, Theory, and Machines:Ā Princeton University
  • Magnetics for Power Electronic Converters:Ā University of Colorado Boulder
  • Essential Linear Algebra for Data Science:Ā University of Colorado Boulder
  • Introduction to Advanced Calculus:Ā The University of Sydney
  • The Business of Social:Ā Northwestern University
  • Major Depression in the Population: A Public Health Approach:Ā Johns Hopkins University
  • Digital Healthcare Informatics and AI:Ā Illinois Tech
  • Recommender Systems Capstone:Ā University of Minnesota

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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