WAREZ-V3

WAREZ-BB has returned with a dedicated Staff now attending users needs in WAREZ-V3. Come as a guest. Stay as a family.

Attention Guests: Please register to view all sections

If you're experiencing log in issues please delete your cookies.
[ img ]
[ img ][ img ][ img ][ img ][ img ]


>>> Accounts Auto-Activated & Help Center <<<
Accounts are currently Auto-Activated.
(Banned / Hacked / Password Change / Login issue)
& In case of any issue, contact us via email [ [email protected] ]


>>> ATTENTION <<<
Guests, don't forget to Register (With Real Email) Old forum members, you must Register again.
Please Share Your Introduction: Click Here


>>>To Old Donators<<<
Please PM me (i am John) and I will check if you really are a Donator then I will give your Donator rank back.

Detecting Heart Disease & Diabetes with Machine Learning

Forum rules

Please click here to view the forum rules

  Page 1 of 1  [ 1 post ]
Author Message
lovewarez
Post subject: Detecting Heart Disease & Diabetes with Machine Learning Posted: Wed May 22, 2024 10:20 am
Protege
Offline
 
Posts: 1160
Joined: Fri Nov 10, 2023 3:33 pm
 
[ img ]
Detecting Heart Disease & Diabetes with Machine Learning
Published 5/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 3h 15m | Size: 1.23 GB
Building heart disease &amp; diabetes detection models using Random Forest, Logistic Regression, SVM, XGBoost, and KNN

What you'll learn
Learn how to build heart disease detection model using Random Forest
Learn how to build heart disease detection model using Logistic Regression
Learn how to build diabetes detection model using Support Vector Machine
Learn how to build diabetes detection model using XGBoost
Learn how to build diabetes detection model using K-Nearest Neighbours
Learn about machine learning applications in healthcare and patient data privacy
Learn how disease detection model works. This section covers data collection, preprocessing, train test split, feature extraction, model training, and detection
Learn how to find correlation between blood pressure and cholesterol
Learn how to analyze demographics of heart disease patients
Learn how to perform feature importance analysis using Random Forest
Learn how to find correlation between blood glucose and insulin
Learn how to analyze diabetes cases that are caused by obesity
Learn how to evaluate the accuracy and performance of the model using precision, recall, and k-fold cross validation metrics
Learn about the main causes of heart disease and diabetes, such as high blood pressure, cholesterol, smoking, excessive sugar consumption, and obesity
Learn how to clean dataset by removing missing values and duplicates
Learn how to find and download clinical dataset from Kaggle

Requirements
No previous experience in machine learning is required
Basic knowledge in Python

Hello and welcome to Warez-v3
pls Register or Login to see content and download links

Hello and welcome to Warez-v3
pls Register or Login to see content and download links



Top
Display: Sort by: Direction:
  Page 1 of 1  [ 1 post ]
Return to “Tutorials”
Jump to:
New posts New posts
No new posts No new posts
Forum is locked Forum is locked