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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

    University of Colorado Boulder

    Real-Time Embedded Systems

    Skills you'll gain: Real-Time Operating Systems, Systems Architecture, Embedded Software, Software Design, System Design and Implementation, Embedded Systems, System Programming, Software Systems, Electronic Systems, Systems Design, Hardware Architecture, Software Architecture, Requirements Analysis, Real Time Data, Linux, Service Level, OS Process Management, System Requirements, Debugging, Algorithms

    Build toward a degree

    4
    Rating, 4 out of 5 stars
    ·
    122 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Analyze Data in Azure ML Studio

    Skills you'll gain: Descriptive Statistics, Jupyter, Microsoft Azure, Feature Engineering, Data Analysis, Statistics, Exploratory Data Analysis, Probability & Statistics, Data Visualization Software, Correlation Analysis, Applied Machine Learning

    Beginner · Guided Project · Less Than 2 Hours

  • J

    Johns Hopkins University

    Artificial Intelligence in Social Media Analytics

    Skills you'll gain: Social Network Analysis, Machine Learning, Natural Language Processing, Text Mining, Network Analysis, Analytics, Data Preprocessing, Unstructured Data, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 1 - 3 Months

  • U

    University of Washington

    Social Media Data Analytics

    Skills you'll gain: Text Mining, Unstructured Data, Quantitative Research, Data Visualization, Statistical Analysis, Analysis, Social Network Analysis, Data Presentation, Data Analysis, Statistical Methods, Data Mining, Interactive Data Visualization, Analytics, Correlation Analysis, Application Programming Interface (API), R Programming, Regression Analysis, Data Collection, Big Data, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
    ·
    298 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of California, Davis

    Adaptability and Resiliency

    Skills you'll gain: Adaptability, Resilience, Personal Attributes, Professional Development, Action Oriented, Overcoming Obstacles, Self-Awareness, Cognitive flexibility, Growth Mindedness, Personal Development, Relationship Building, Plan Execution, Composure, Productivity, Planning, Behavioral Management, Positivity, Optimism

    4.7
    Rating, 4.7 out of 5 stars
    ·
    792 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Manchester

    Protecting the World: Introducing Corrosion Science and Engineering

    Skills you'll gain: Chemical Engineering, Oil and Gas, Environmental Engineering, Process Engineering, Materials science, Engineering, Engineering Design Process, Failure Analysis, Industrial Design, Engineering Calculations, Chemistry, Environmental Issue, Laboratory Testing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    955 reviews

    Intermediate · Course · 1 - 4 Weeks

  • N

    National Taiwan University

    機器人學一 (Robotics (1))

    Skills you'll gain: Robotics, Automation Engineering, Mechanical Engineering, Applied Mathematics, Control Systems, Linear Algebra, Mathematical Modeling, Spatial Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    64 reviews

    Beginner · Course · 1 - 3 Months

  • A

    AI CERTs

    AI for Medical Professionals

    Skills you'll gain: AI Personalization, Applied Machine Learning

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado System

    Healthy Practices: Nutrition, Physical Activity, and Community and Family Participation

    Skills you'll gain: Nutrition Education, Community Health, Nutrition and Diet, Health Education, Health Promotion, Public Health, Child Health, Working With Children, Physical Therapy, Family Support, Student Engagement, Community Outreach, Student Support and Services

    4.8
    Rating, 4.8 out of 5 stars
    ·
    872 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Computational Fluid Mechanics - Airflow Around a Spoiler

    Skills you'll gain: Simulation and Simulation Software, Engineering Analysis, Engineering, Prototyping, Computer-Aided Design, Cloud Computing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    386 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • 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
    ·
    175 reviews

    Advanced · Specialization · 3 - 6 Months

  • C

    California Institute of the Arts

    Character Design for Video Games

    Skills you'll gain: Animation and Game Design, Animations, Game Design, Video Game Development, Design, Technical Design, Conceptual Design, Design Elements And Principles, Creative Design, Storytelling

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1K reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Real-Time Embedded Systems: University of Colorado Boulder
  • Analyze Data in Azure ML Studio: Coursera
  • Artificial Intelligence in Social Media Analytics: Johns Hopkins University
  • Social Media Data Analytics: University of Washington
  • Adaptability and Resiliency: University of California, Davis
  • Protecting the World: Introducing Corrosion Science and Engineering: University of Manchester
  • 機器人學一 (Robotics (1)): National Taiwan University
  • AI for Medical Professionals: AI CERTs
  • Healthy Practices: Nutrition, Physical Activity, and Community and Family Participation: University of Colorado System
  • Computational Fluid Mechanics - Airflow Around a Spoiler: 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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