Udemy - Qsar Modeling - Principles And Practice

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[ DevCourseWeb.com ] Udemy - Qsar Modeling - Principles And Practice
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1 - Course Overview
    • 1 - Course Overview Structure.mp4 (32.1 MB)
    2 - Introduction
    • 2 - Main Concepts of QSAR.mp4 (45.7 MB)
    • 3 - Molecular Descriptors.mp4 (59.1 MB)
    3 - Regression Analysis Theoretical
    • 4 - Regression Analysis Overview.mp4 (54.2 MB)
    • 5 - Regression Parameters.mp4 (54.0 MB)
    • 6 - Model Validation.mp4 (50.1 MB)
    4 - QSAR Model Development Practical
    • 10 - Dataset Division.mp4 (14.1 MB)
    • 11 - Model Building.mp4 (21.0 MB)
    • 12 - Model Analysis.mp4 (61.5 MB)
    • 7 - QSAR Modeling Workflow.mp4 (7.7 MB)
    • 8 - Dataset Preparation.mp4 (26.5 MB)
    • 9 - Descriptors Calculation.mp4 (5.8 MB)
      • Experiment 1
      • M2 Dataset [Descriptors and Division].sdf (345.9 KB)
      • M2 Dataset.sdf (338.7 KB)
      5 - QSAR Modeling with PLS Practical
      • 13 - PLS Method Overview.mp4 (23.3 MB)
      • 14 - Model Development with PLS.mp4 (66.3 MB)
        • Experiment 2
        • ACE Dataset.sdf (240.4 KB)
        6 - NonLinear QSAR Modeling Practical
        • 15 - NonLinear QSAR Methods Overview.mp4 (35.7 MB)
        • 16 - Model Development with The kNN Method.mp4 (43.5 MB)
          • Experiment 3
          • M2 Dataset [Descriptors and Division].sdf (345.9 KB)
          7 - Automatic Descriptor Selection Practical
          • 17 - Descriptor Selection Methods.mp4 (69.9 MB)
          • 18 - Descriptor Selection Experiment.mp4 (96.5 MB)
            • Experiment 4
            • CDK2 Dataset.sdf (236.3 KB)
            8 - QSARBased Virtual Screening
            • 19 - Virtual Screening with QSAR.mp4 (20.7 MB)
            • 20 - Virtual Screening Experiment.mp4 (62.5 MB)
              • Experiment 5
              • Database To Screen.sdf (661.7 KB)
              • kNN-Model for VS.qsmd (7.5 KB)
              9 - Planning Reporting QSAR Studies
              • 21 - Planning a QSAR Study.mp4 (56.7 MB)
              • 22 - Model Reporting Publishing.mp4 (28.9 MB)
              • Bonus Resources.txt (0.4 KB)

Description

Qsar Modeling: Principles And Practice



https://DevCourseWeb.com

Published 9/2023
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 935.93 MB | Duration: 3h 37m

Learn QSAR modeling in Computer-Aided Drug Design (CADD) and obtain practical skills for performing QSAR Studies.

What you'll learn
Understanding the principles of QSAR modeling in Drug Design.
Practical skills in developing and validating QSAR models using various methods and techniques.
Planning, executing and reporting QSAR studies for publication or projects.
Performing virtual screening using QSAR models.
Improved Computer-Aided Drug Design (CADD) skills and knowledge such as planning and executing workflows.

Requirements
A very basic knowledge in drug design or any related field such as medicinal chemistry or bioinformatics.



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Udemy - Qsar Modeling - Principles And Practice

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937.9 MB
seeders:2
leechers:10
Udemy - Qsar Modeling - Principles And Practice

Torrent hash: E2FDF753E8906459BDC109358BE338C8DB252DF6