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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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    Shanghai Jiao Tong University

    当代应用心理学

    Skills you'll gain: Human Factors, Consumer Behaviour, Organizational Leadership, Psychological Evaluations, Psychology, Occupational Safety And Health, Mental Health, Professional Development, Emotional Intelligence, Criminal Investigation and Forensics, Human Development, Market Research, Leadership, Relationship Building, Decision Making, Scientific Methods

    4.6
    Rating, 4.6 out of 5 stars
    ·
    96 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Real-Time Embedded Systems

    Skills you'll gain: Real-Time Operating Systems, Embedded Systems, Reliability, Software Systems, Performance Tuning, Embedded Software, Control Systems, Hardware Architecture, Systems Architecture, Software Design, Debugging, Verification And Validation, Software Architecture, Hardware Design, System Design and Implementation, Linux, System Programming, Code Review, Systems Engineering, Real Time Data

    Build toward a degree

    4
    Rating, 4 out of 5 stars
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    120 reviews

    Intermediate · Specialization · 3 - 6 Months

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    DeepLearning.AI

    Structurer des projets d’apprentissage automatique

    Skills you'll gain: Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Debugging, Deep Learning, Machine Learning, Model Evaluation, Data Science, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

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    U

    Universidad de Chile

    Criterios para la Gestión y el Aseguramiento de la Calidad en la Educación Superior

    Skills you'll gain: Higher Education, Teaching, Education and Training, Accountability, Program Standards, Human Learning, Instructional Strategies, Program Evaluation, Research, Policy Development

    4
    Rating, 4 out of 5 stars
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    92 reviews

    Beginner · Course · 1 - 3 Months

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    U

    University of Minnesota

    Preventing Chronic Pain: A Human Systems Approach

    Skills you'll gain: Pain Management, Preventative Care, Chronic Diseases, Health Care, Stress Management, Behavioral Health, Personal Development, Patient-centered Care, Exercise Therapy, Resilience, Mindfulness, Systems Thinking, Neurology, Nutrition and Diet

    4.7
    Rating, 4.7 out of 5 stars
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    439 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    Universidad Nacional Autónoma de México

    Evaluación educativa

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

    4.8
    Rating, 4.8 out of 5 stars
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    857 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free
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    DeepLearning.AI

    Carbon Aware Computing for GenAI Developers

    Skills you'll gain: Google Cloud Platform, Cloud Computing, Applied Machine Learning, Datamaps, Model Deployment, Cloud Services, Spatial Data Analysis, Machine Learning, Real Time Data

    4.8
    Rating, 4.8 out of 5 stars
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    12 reviews

    Beginner · Project · Less Than 2 Hours

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    Google Cloud

    Architecting with Google Kubernetes Engine: Workloads

    Skills you'll gain: Kubernetes, Cloud-Native Computing, Google Cloud Platform, Application Deployment, Scalability, Load Balancing, Containerization, Data Persistence, Data Storage, Cloud Security, General Networking

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.3K reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Introduction to Bash Shell Scripting

    Skills you'll gain: Bash (Scripting Language), Shell Script, Unix Shell, Scripting, Linux Commands, Unix Commands, Command-Line Interface, Linux, File Management, Unix, File Systems, Systems Administration

    4.5
    Rating, 4.5 out of 5 stars
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    679 reviews

    Beginner · Guided Project · Less Than 2 Hours

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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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    U

    University of Colorado Boulder

    Clustering Analysis

    Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Applied Machine Learning, Machine Learning, Data Mining, Model Evaluation, Machine Learning Algorithms, Statistical Machine Learning, Exploratory Data Analysis, Data Analysis, Spatial Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Immersify

    Interactive 3D Anatomy & Physiology: A Gamified Experience

    Skills you'll gain: Respiration, Human Musculoskeletal System, Cardiology, Respiratory Care, Pulmonology, Hemodynamics, Clinical Practices, Cell Biology, Physiology, Oxygen Therapy, Anatomy, Endocrinology, Diagnostic Tests, Patient Evaluation, Nephrology, Orthopedics, Pulmonary Function Testing, Cardiac Dysrhythmia, Kinesiology, Interactive Learning

    4.7
    Rating, 4.7 out of 5 stars
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    53 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • 当代应用心理学: Shanghai Jiao Tong University
  • Real-Time Embedded Systems: University of Colorado Boulder
  • Structurer des projets d’apprentissage automatique: DeepLearning.AI
  • Criterios para la Gestión y el Aseguramiento de la Calidad en la Educación Superior: Universidad de Chile
  • Preventing Chronic Pain: A Human Systems Approach: University of Minnesota
  • Evaluación educativa: Universidad Nacional Autónoma de México
  • Carbon Aware Computing for GenAI Developers: DeepLearning.AI
  • Architecting with Google Kubernetes Engine: Workloads: Google Cloud
  • Introduction to Bash Shell Scripting: Coursera
  • Pricing Options with Mathematical Models: Caltech

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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