Machine learning for Cancer Prediction with Gene Expression Data | Random Forests | Python Tutorial
Cancer Prediction with Machine Learning
Consultation(Video Conferencing): https://calendly.com/bioinformaticscoach
Teaching(Video Conferencing): https://calendly.com/bioinformaticscoach
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Reach out
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Google colab
https://colab.research.google.com/
Link to the github repo
https://github.com/vappiah/Machine-Le...
Original Data
https://archive.ics.uci.edu/ml/datase...
Video sections
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
Cancer Types
BRCA-Beast invasive carcinoma
COAD-Colon adenocarcinoma
KIRC-kidney renal clear cell carcinoma
LUAD-lung adenocarcinoma
PRAD-prostrate adenocarcinoma
#machinelearning #datascience #python #pythonprogramming #pythonprojects
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