![Python for Machine Learning | Cancer Prediction | Episode 1 [Video]](https://crowd-funding.givetaxfree.org/wp-content/uploads/2022/04/mp_46316_0_0jpg.jpg)
#MachineLearning #Bioinformatics #DataScience #PythonGoogle colab https://colab.research.google.com/Link to the github repo https://github.com/vappiah/Machine-Learning-TutorialsOriginal Data https://archive.ics.uci.edu/ml/datasets/gene+expression+cancer+RNA-Seq#Buy me a coffee https://www.buymeacoffee.com/informatician PayPal.Me/theinformaticianVideo sections00:00 intro02:19 how to run the entire project codes using your browser03:56 import python libraries04:38 read the data05:43 data exploration12:57 data preprocessing21:30 feature selection25:41 training the model31:00 model evaluationCancer TypesBRCA-Beast invasive carcinomaCOAD-Colon adenocarcinomaKIRC-kidney renal clear cell carcinoma LUAD-lung adenocarcinomaPRAD-prostrate adenocarcinoma
and
![Medical marijuana industry ‘causing major problems;’ and ‘we must get it under control,’ Oklahoma [Video]](https://crowd-funding.givetaxfree.org/wp-content/uploads/2022/02/mp_31723_0_0jpg.jpg)
Feb. 7, 2022 video. Oklahoma Gov. Kevin Stitt delivered his State of the State address at the state Capitol.
![The Healing Of Patience Wanjiku (Acute Myeloid Leukemia) [Video]](https://crowd-funding.givetaxfree.org/wp-content/uploads/2021/12/mp_17025_0_0jpg.jpg)
The Messiah is coming…
![Communication Traps for Couple with Prostate Cancer with Dr. Chris Morash [Video]](https://crowd-funding.givetaxfree.org/wp-content/uploads/2021/12/mp_16530_0_0jpg.jpg)
Dr. Chris Morash presents Communication Traps for Couples with Prostate Cancer
![EP. 360 #LIVECAST – BOREDOM CORPORATION – @Pancreatic Cancer Action Network (LIVE AND AMPLIFIED) [Video]](https://crowd-funding.givetaxfree.org/wp-content/uploads/2021/12/mp_12115_0_0jpg.jpg)
If you can, please donate to our fundraiser for Pancreatic Cancer Research to benefit PanCAN: https://secure.pancan.org/site/TR?team_id=30962&fr_id=1081&pg=teamCheck out the Live and Amplified Project at: https://www.facebook.com/liveNamplified/Check out Boredom Corporation: https://www.facebook.com/TheBoredomCorporationWe are a Music based Multi-Media Project, We feature independent musicians giving them the opportunity to showcase and talk about original content. Make sure you check out our Web series and Music Videos at: https://www.youtube.com/user/bleacherbumstvif you have any questions or comments please send them towestoakstreetproductions@yahoo.com
![Ep. 358 #Livecast – PHD! – @Pancreatic Cancer Action Network (Live and Amplified) [Video]](https://crowd-funding.givetaxfree.org/wp-content/uploads/2021/12/mp_12066_0_0jpg.jpg)
If you can, please donate to our fundraiser for Pancreatic Cancer Research to benefit PanCAN: https://secure.pancan.org/site/TR?team_id=30962&fr_id=1081&pg=teamCheck out the Live and Amplified Project at: https://www.facebook.com/liveNamplified/Check out PHD!: https://www.facebook.com/PhD131We are a Music based Multi-Media Project, We feature independent musicians giving them the opportunity to showcase and talk about original content. Make sure you check out our Web series and Music Videos at: https://www.youtube.com/user/bleacherbumstvif you have any questions or comments please send them towestoakstreetproductions@yahoo.com
![EP. 362 #LIVECAST – CASEY AHERN – @Pancreatic Cancer Action Network (LIVE AND AMPLIFIED) [Video]](https://crowd-funding.givetaxfree.org/wp-content/uploads/2021/12/mp_11942_0_0jpg.jpg)
If you can, please donate to our fundraiser for Pancreatic Cancer Research to benefit PanCAN: https://secure.pancan.org/site/TR?team_id=30962&fr_id=1081&pg=teamCheck out the Live and Amplified Project at: https://www.facebook.com/liveNamplified/Check out Casey Ahern: https://www.facebook.com/CaseyAhernMusicWe are a Music based Multi-Media Project, We feature independent musicians giving them the opportunity to showcase and talk about original content. Make sure you check out our Web series and Music Videos at: https://www.youtube.com/user/bleacherbumstvif you have any questions or comments please send them towestoakstreetproductions@yahoo.com
![EP. 363 #LIVECAST – JENNIE ANGEL – @Pancreatic Cancer Action Network (LIVE AND AMPLIFIED) [Video]](https://crowd-funding.givetaxfree.org/wp-content/uploads/2021/12/mp_11929_0_0jpg.jpg)
If you can, please donate to our fundraiser for Pancreatic Cancer Research to benefit PanCAN: https://secure.pancan.org/site/TR?team_id=30962&fr_id=1081&pg=teamCheck out the Live and Amplified Project at: https://www.facebook.com/liveNamplified/Check out Jennie Angel: https://www.facebook.com/jennieangelmusicWe are a Music based Multi-Media Project, We feature independent musicians giving them the opportunity to showcase and talk about original content. Make sure you check out our Web series and Music Videos at: https://www.youtube.com/user/bleacherbumstvif you have any questions or comments please send them towestoakstreetproductions@yahoo.com
![EP. 365 #LIVECAST – MJ – @Pancreatic Cancer Action Network (LIVE AND AMPLIFIED) [Video]](https://crowd-funding.givetaxfree.org/wp-content/uploads/2021/12/mp_11891_0_0jpg.jpg)
If you can, please donate to our fundraiser for Pancreatic Cancer Research to benefit PanCAN: https://secure.pancan.org/site/TR?team_id=30962&fr_id=1081&pg=teamCheck out the Live and Amplified Project at: https://www.facebook.com/liveNamplified/Check out MJ: https://www.instagram.com/mjmtherapper/We are a Music based Multi-Media Project, We feature independent musicians giving them the opportunity to showcase and talk about original content. Make sure you check out our Web series and Music Videos at: https://www.youtube.com/user/bleacherbumstvif you have any questions or comments please send them towestoakstreetproductions@yahoo.com
![EP. 366 #LIVECAST – CHEYENNE BENTON – @Pancreatic Cancer Action Network (LIVE AND AMPLIFIED) [Video]](https://crowd-funding.givetaxfree.org/wp-content/uploads/2021/12/mp_11873_0_0jpg.jpg)
If you can, please donate to our fundraiser for Pancreatic Cancer Research to benefit PanCAN: https://secure.pancan.org/site/TR?team_id=30962&fr_id=1081&pg=teamCheck out the Live and Amplified Project at: https://www.facebook.com/liveNamplified/Check out Cheyenne Benton: https://www.facebook.com/cheyennebentonmusicWe are a Music based Multi-Media Project, We feature independent musicians giving them the opportunity to showcase and talk about original content. Make sure you check out our Web series and Music Videos at: https://www.youtube.com/user/bleacherbumstvif you have any questions or comments please send them towestoakstreetproductions@yahoo.com
![Ep. 359 #Livecast – Greg Hoy – @Pancreatic Cancer Action Network (Live and Amplified) [Video]](https://crowd-funding.givetaxfree.org/wp-content/uploads/2021/12/mp_11813_0_0jpg.jpg)
If you can, please donate to our fundraiser for Pancreatic Cancer Research to benefit PanCAN: https://secure.pancan.org/site/TR?team_id=30962&fr_id=1081&pg=teamCheck out the Live and Amplified Project at: https://www.facebook.com/liveNamplified/Check out Greg Hoy: https://www.facebook.com/greghoyandtheboys/We are a Music based Multi-Media Project, We feature independent musicians giving them the opportunity to showcase and talk about original content. Make sure you check out our Web series and Music Videos at: https://www.youtube.com/user/bleacherbumstvif you have any questions or comments please send them towestoakstreetproductions@yahoo.com
![Ep. 356 #Livecast – Darren Michael Boyd – @Pancreatic Cancer Action Network (Live and Amplified) [Video]](https://crowd-funding.givetaxfree.org/wp-content/uploads/2021/12/mp_10839_0_0jpg.jpg)
If you can, please donate to our fundraiser for Pancreatic Cancer Research to benefit PanCAN: https://secure.pancan.org/site/TR?team_id=30962&fr_id=1081&pg=teamCheck out the Live and Amplified Project at: https://www.facebook.com/liveNamplified/Check out Darren Michael Boyd: https://www.facebook.com/darrenmichaelboydmusic/We are a Music based Multi-Media Project, We feature independent musicians giving them the opportunity to showcase and talk about original content. Make sure you check out our Web series and Music Videos at: https://www.youtube.com/user/bleacherbumstvif you have any questions or comments please send them towestoakstreetproductions@yahoo.com