Bioinformatics for Beginners | Python Machine Learning for Cancer Prediction | Gene Expression Data

Machine Learning Meets Bioinformatics
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Google colab
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Link to the github repo
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Original Data
archive.ics.uc...
Cancer Types
BRCA-Beast invasive carcinoma
COAD-Colon adenocarcinoma
KIRC-kidney renal clear cell carcinoma
LUAD-lung adenocarcinoma
PRAD-prostrate adenocarcinoma
Chapters
00:00 intro
02:19 how to run the entire project codes using your browser
03:56 import python libraries
04:38 read the data
05:43 data exploration
12:57 data preprocessing
21:30 feature selection
25:41 training the model
31:00 model evaluation
Machine Learning for Bioinformatics | Cancer Prediction using Gene Expression Data
bioinformatics for beginners
bioinformatics tutorial
bioinformatics course
Bioinformatics Project
#bioinformaticsforbeginners #bioinformatics #bioinformática #linuxforbeginners #linux

[@VijayaLakshmi-jq1mz]

Complete details of the process is explained so well.

[@m.b11111]

thank you very much

[@ravi089]

30:38 pred_prob

[@charithr6330]

the dataset is not available in the link you provided. please upload the dataset

[@mohitbhandarkar8097]

if we want to make website out of it. where user can give some input and output will give where they will suffer through this disease or not. then what type of input should be taken. Does the indiviual need to take there gene report or what ??

[@norabahaa9939]

Hello! Have you figured how to do this yet?