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    MD847101
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    MD847101 :: การวิเคราะห์ข้อมูลขนาดใหญ่ทางการแพทย์ (2/68)

    1. 홈
    2. 강좌
    3. Health Sciences
    4. MD847101
    5. 등록 조건

    Course Overview

    Price FREE
    Enrol Now
    Last Updated On 2026년 February 23일
    • 19 Students Enrolled
    • 26 Downloadable Resources

    Course Content

    • Start Date: 26/02/23
    • Category: Health Sciences

    공통
    • AnnouncementsAnnouncements

    Final Project_2026
    • Final Projects: Big Data Analytics in MedicineFinal Projects: Big Data Analytics in Medicine

    Big Data Analytics in Medicine_Course Oreintation
    • 2026_Big Data Analytics in Medicine_Course Oreintation2026_Big Data Analytics in Medicine_Course Oreintation

    Introduction to Big Data Analytics in Medicine
    • PPT - MD847101-Intro_to_Big_Data_Analytics_in_MedicinePPT - MD847101-Intro_to_Big_Data_Analytics_in_Medicine
    • Example python codes of ML modelsExample python codes of ML models
    • Quiz 1 - Introduction to Big Data Analytics in MedicineQuiz 1 - Introduction to Big Data Analytics in Medicine

    Exploratory Data Analysis
    • Exploratory Data Analysis_HanoutExploratory Data Analysis_Hanout
    • 2026_MD847101_Exploratory Data Analysis-Handout2026_MD847101_Exploratory Data Analysis-Handout
    • 2026_MD847101_Exploratory Data Analysis-Jupyter notebook2026_MD847101_Exploratory Data Analysis-Jupyter notebook
    • Handon-workshop datasetHandon-workshop dataset

    Linear regression
    • R lm 2026-02-25R lm 2026-02-25
    • lact datasetlact dataset
    • Advertising Budget and SalesAdvertising Budget and Sales
    • lm 2026-02-25lm 2026-02-25
    • An Introduction to Statistical Learning - with Applications in R (2021)An Introduction to Statistical Learning - with Applications in R (2021)

    ML supervised learning: Classification

    • Handout_2026_Bigdata_MLclassificationHandout_2026_Bigdata_MLclassification
    • 2026_Big data_classification_Handout2026_Big data_classification_Handout
    • heart datasetheart dataset
    • 2026_Big data_classification_Handout_jupyternotebook2026_Big data_classification_Handout_jupyternotebook

    ML Unsupervised learning
    • slideslide
    • PCAPCA
    • UMAPUMAP
    • t-SNEt-SNE
    • k-mean RMDk-mean RMD
    • PCA RMDPCA RMD
    • UMAP RMDUMAP RMD
    • t-SNE RMDt-SNE RMD

    Deep Learning Fundamentals
    • Deep_Learning_Fundamentals_ANNDeep_Learning_Fundamentals_ANN
    • Example Source-code: Python NN - PyTorchExample Source-code: Python NN - PyTorch

    Convolutional Neural Networks (CNNs) in Medical Imaging

    About the Instructor

    Picture of สมปอง จันทะคราม
    • 7093 Students
    • 19 Courses

    สมปอง จันทะคราม

    csompo

    สมปอง จันทะคราม
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    등록 조건

    MD847101 :: การวิเคราะห์ข้อมูลขนาดใหญ่ทางการแพทย์ (2/68)

    • Teacher: นางสมปอง จันทะคราม
    • Teacher: นางพริญญ์ ถวิลไพร
    • Teacher: รศ.อนุพล พาณิชย์โชติ
    • Teacher: นพ. อนวัช รัชธร
    • Teacher: อ.ศุภโชค สอนศิลพงศ์
    • Teacher: รศ.วันชนะ สืบไวย
    • Teacher: อ.วรฉัตร เลิศอิทธิพร
    Skill Level: Beginner
    손님자격으로는 이 강좌에 접속할 수 없습니다. 로그인 해 주시기 바랍니다.
    Price FREE
    Enrol Now
    Last Updated On 2026년 February 23일
    • 19 Students Enrolled
    • 26 Downloadable Resources

      Course Features

    • Lectures10
    • Start Date23 Feb 2026
    • Skill level Beginner
    • Language English
    • Assessments Yes

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