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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


  • N

    National Taiwan University

    Operations Research (1): Models and Applications

    Skills you'll gain: Operations Research, Mathematical Modeling, Process Optimization, Applied Mathematics, Process Improvement and Optimization, Business Modeling, Industrial Engineering, Operations Management, Resource Allocation, Business Analytics, Inventory Management System, Case Studies, Microsoft Excel, Scheduling, Linear Algebra, Decision Making, Portfolio Management, Algorithms

    4.8
    Rating, 4.8 out of 5 stars
    ·
    578 reviews

    Beginner · Course · 1 - 3 Months

  • M

    MathWorks

    Computer Vision for Engineering and Science

    Skills you'll gain: Computer Vision, Image Analysis, Model Evaluation, Deep Learning, Matlab, Convolutional Neural Networks, Data Preprocessing, Machine Learning Methods, Machine Learning, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Geospatial Information and Technology, Traffic Flow Optimization, Medical Imaging, Data Validation, Estimation, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    95 reviews

    Intermediate · Specialization · 1 - 3 Months

  • U

    University at Buffalo

    ADHD: Everyday Strategies for Elementary Students

    Skills you'll gain: Classroom Management, Teaching, Instructional Strategies, Student Engagement, Psychiatric Assessments, Parent Communication, Behavior Management, Positive Behavior Support, Working With Children, Clinical Assessment, Mental Health Diseases and Disorders, Treatment Planning, Diagnostic Tests, Child Development, Planning, Communication

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.4K reviews

    Beginner · Course · 1 - 4 Weeks

  • T

    The University of Edinburgh

    Chicken Behaviour and Welfare

    Skills you'll gain: Ethical Standards And Conduct, Behavioral Health, Behavior Management, Environmental Regulations, Human Learning, Nutrition and Diet, Non-Verbal Communication

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.2K reviews

    Mixed · Course · 1 - 3 Months

  • W

    Whizlabs

    Data Engineering in AWS

    Skills you'll gain: Data Collection, AWS SageMaker, Feature Engineering, Data Preprocessing, Amazon Web Services, Data Migration, Data Cleansing, Jupyter, Dimensionality Reduction, Machine Learning

    4
    Rating, 4 out of 5 stars
    ·
    26 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Spacecraft Dynamics and Control

    Skills you'll gain: Control Systems, Vibrations, Mechanics, Torque (Physics), Linear Algebra, Numerical Analysis, Simulations, Engineering Analysis, Engineering Calculations, Mathematical Modeling, Visualization (Computer Graphics), Differential Equations, Simulation and Simulation Software, Applied Mathematics, Verification And Validation, Engineering, Advanced Mathematics, Systems Of Measurement, Physics, Calculus

    4.8
    Rating, 4.8 out of 5 stars
    ·
    438 reviews

    Advanced · Specialization · 3 - 6 Months

  • C

    Coursera

    Visualizing Filters of a CNN using TensorFlow

    Skills you'll gain: Tensorflow, Convolutional Neural Networks, Image Analysis, Python Programming, Jupyter, Artificial Neural Networks, Deep Learning, Software Visualization, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    84 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of Michigan

    Innovations in Investment Technology: Artificial Intelligence

    Skills you'll gain: Investment Management, Wealth Management, Asset Management, Investments, FinTech, Financial Trading, Portfolio Management, Artificial Intelligence, Big Data, Financial Market, Artificial Neural Networks, Automation, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    420 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    Lund University

    AI & Law

    Skills you'll gain: Legal Technology, Law, Regulation, and Compliance, Responsible AI, Artificial Intelligence, Legal Risk, Labor Law, Intellectual Property, Governance, Criminal Investigation and Forensics, Health Care Procedure and Regulation, Public Administration

    4.7
    Rating, 4.7 out of 5 stars
    ·
    797 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Università Bocconi

    Corporate Sustainability. Understanding and Seizing the Strategic Opportunity

    Skills you'll gain: Corporate Sustainability, Sustainable Development, Sustainable Business, Environmental Social And Corporate Governance (ESG), Sustainability Reporting, Corporate Strategy, Business Transformation, Business Ethics, Social Impact, Organizational Change, Stakeholder Analysis, Stakeholder Engagement, Systems Thinking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    953 reviews

    Mixed · Course · 1 - 3 Months

  • M

    Macquarie University

    Cyber Security: Security of AI

    Skills you'll gain: AI Security, Responsible AI, Cyber Security Strategy, Cyber Attacks, Cyber Threat Intelligence, Cybersecurity, Data Security, DevSecOps, Security Engineering, Artificial Intelligence, Threat Modeling, Cyber Governance, Artificial Intelligence and Machine Learning (AI/ML), Risk Management, Encryption, Application Programming Interface (API), Machine Learning, Governance, Regulation and Legal Compliance, Applied Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 3 Months

  • D

    Duke University

    Introduction to Retrieval Augmented Generation (RAG)

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, OpenAI API, Data Import/Export, Pandas (Python Package), Generative AI, Application Programming Interface (API), Data Manipulation, Large Language Modeling, Python Programming, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    46 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Operations Research (1): Models and Applications: National Taiwan University
  • Computer Vision for Engineering and Science: MathWorks
  • ADHD: Everyday Strategies for Elementary Students: University at Buffalo
  • Chicken Behaviour and Welfare: The University of Edinburgh
  • Data Engineering in AWS: Whizlabs
  • Spacecraft Dynamics and Control: University of Colorado Boulder
  • Visualizing Filters of a CNN using TensorFlow: Coursera
  • Innovations in Investment Technology: Artificial Intelligence: University of Michigan
  • AI & Law : Lund University
  • Corporate Sustainability. Understanding and Seizing the Strategic Opportunity : Università Bocconi

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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