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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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    U

    Universidad Nacional Autónoma de México

    Simulación en ciencias de la salud

    Skills you'll gain: Clinical Practices, Patient Evaluation, Medical Devices, Virtual Environment, Learning Theory, Clinical Assessment, Constructive Feedback, Decision Making, Patient Treatment, Medical Equipment and Technology, Instructional Design, Interactive Learning, Patient Communication, Learning Strategies

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

    Beginner Ā· Course Ā· 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Internet of Things: Multimedia Technologies

    Skills you'll gain: Mobile Development, Visualization (Computer Graphics), Application Development, Python Programming, Internet Of Things, Image Quality, Digital Signal Processing, Embedded Software, Development Environment

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

    Mixed Ā· Course Ā· 1 - 4 Weeks

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    U

    University of Washington

    머신 ėŸ¬ė‹ 기쓈: 사딀 연구 ģ ‘ź·¼ ė°©ģ‹

    Skills you'll gain: Model Evaluation, Regression Analysis, Applied Machine Learning, Machine Learning, Deep Learning, Jupyter, Supervised Learning, Predictive Analytics, Classification Algorithms, Image Analysis, Unsupervised Learning, Computer Vision, Text Mining, Natural Language Processing, Python Programming

    Mixed Ā· Course Ā· 1 - 3 Months

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    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Practical Python for AI Coding 1

    Skills you'll gain: NumPy, Python Programming, Artificial Intelligence, Programming Principles, Tensorflow, Data Structures, Development Environment, Computer Programming Tools, Data Manipulation

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

    Beginner Ā· Course Ā· 1 - 3 Months

  • C

    Coursera

    Decision Tree Classifier for Beginners in R

    Skills you'll gain: Model Evaluation, Decision Tree Learning, Data Preprocessing, Data Manipulation, Statistical Modeling, R Programming, Supervised Learning, Machine Learning, Classification Algorithms

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

    Beginner Ā· Guided Project Ā· Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Approximation Methods

    Skills you'll gain: Numerical Analysis, Engineering Calculations, Applied Mathematics, Mathematical Modeling, Physics

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    Ā·
    14 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Empowering and Transforming Your Organization with GenAI

    Skills you'll gain: AI Enablement, Organizational Change, Generative AI Agents, Business Transformation, Stakeholder Communications, Organizational Development, Business Communication, Communication, Internal Communications, Employee Training, Workforce Development, Stakeholder Engagement, Employee Engagement, Change Management

    4.9
    Rating, 4.9 out of 5 stars
    Ā·
    43 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    TensorFlow Prediction: Identify Penguin Species

    Skills you'll gain: Model Evaluation, Data Preprocessing, Tensorflow, Applied Machine Learning, Feature Engineering, Data Cleansing, Classification And Regression Tree (CART), Machine Learning, Random Forest Algorithm, Pandas (Python Package), Data Analysis, Exploratory Data Analysis

    Intermediate Ā· Guided Project Ā· Less Than 2 Hours

  • Status: Preview
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    P

    Peking University

    ē”Ÿē‰©äæ”ęÆå­¦: åÆ¼č®ŗäøŽę–¹ę³•

    Skills you'll gain: Bioinformatics, Informatics, Biostatistics, Life Sciences, Molecular Biology, Computational Thinking, Biology, Algorithms, Machine Learning Methods, Data Processing, Data Analysis Software

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

    Mixed Ā· Course Ā· 3 - 6 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    LLMOps

    Skills you'll gain: Responsible AI, LLM Application, Large Language Modeling, Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Kubernetes, Model Evaluation, Software Versioning, Supervised Learning

    3.9
    Rating, 3.9 out of 5 stars
    Ā·
    36 reviews

    Beginner Ā· Project Ā· Less Than 2 Hours

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    T

    Tecnológico de Monterrey

    Innovación Educativa

    Skills you'll gain: Digital pedagogy, Innovation, Emerging Technologies, Solution Design, digital literacy, Entrepreneurship, Educational Materials, Learning Strategies, Student-Centred Learning, Creativity

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

    Beginner Ā· Course Ā· 1 - 3 Months

  • Status: Preview
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    W

    Whizlabs

    Exam Prep AIF-C01: AWS Certified AI Practitioner

    Skills you'll gain: Amazon Bedrock, Prompt Engineering, Responsible AI, AI Security, Generative AI, MLOps (Machine Learning Operations), AWS SageMaker, Artificial Intelligence and Machine Learning (AI/ML), Amazon Web Services, AWS Identity and Access Management (IAM), Amazon S3, Model Deployment, Model Evaluation, Natural Language Processing

    4.3
    Rating, 4.3 out of 5 stars
    Ā·
    16 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

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

  • Simulación en ciencias de la salud:Ā Universidad Nacional Autónoma de MĆ©xico
  • Internet of Things: Multimedia Technologies:Ā University of California San Diego
  • 머신 ėŸ¬ė‹ 기쓈: 사딀 연구 ģ ‘ź·¼ ė°©ģ‹:Ā University of Washington
  • Practical Python for AI Coding 1:Ā Korea Advanced Institute of Science and Technology(KAIST)
  • Decision Tree Classifier for Beginners in R:Ā Coursera
  • Approximation Methods:Ā University of Colorado Boulder
  • Empowering and Transforming Your Organization with GenAI:Ā Coursera
  • TensorFlow Prediction: Identify Penguin Species:Ā Coursera
  • ē”Ÿē‰©äæ”ęÆå­¦: åÆ¼č®ŗäøŽę–¹ę³•:Ā Peking University
  • LLMOps:Ā DeepLearning.AI

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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