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