Machine Learning Projects for Healthcare

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size1.9 GB
  • Uploaded Byfreecoursewb
  • Downloads61
  • Last checkedAug. 19th '21
  • Date uploadedAug. 16th '21
  • Seeders 9
  • Leechers4

Infohash : 7A0564EDD8059F4F3ABA3A871A04ED2126D1719F

Machine Learning Projects for Healthcare



MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.88 GB | Duration: 3h 40m
What you'll learn
Machine Learning Practical Applications
Deep Learning Practical Applications
In-Depth understanding of Exploratory Data Analysis
Data Visualizations using matplotlib and seaborn
In-Depth understanding of Model Development
Application of ROC, AUC, F1-Score etc for Model Evaluation
Working with Python libraries like numpy, pandas, sklearn etc
Working with Tensorflow framework and Keras Library
Developing Machine Learning Pipelines using PyCaret Library in python
Creating UI and Local Deployment using Streamlit in Python

Requirements
Knowledge of Data Science
Python Skills
Machine Learning Skills
Description
Machine Learning projects for Healthcare

Data Science applications are everywhere in our regular life.

Every sector is revolutionizing Data Science applications, including Healthcare, IT, Media, Entertainment, and many others.

Files:

[ FreeCourseWeb.com ] Udemy - Machine Learning Projects for Healthcare
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1. Detecting Parkinson’s Disease – Machine Learning Project
    • 1. Machine Learning Projects for Healthcare Introduction-en_US.srt (8.0 KB)
    • 1. Machine Learning Projects for Healthcare Introduction.mp4 (124.1 MB)
    • 10. Parkinson’s Disease Lecture9-en_US.srt (8.3 KB)
    • 10. Parkinson’s Disease Lecture9.mp4 (48.9 MB)
    • 11. Parkinson’s Disease Lecture10-en_US.srt (10.5 KB)
    • 11. Parkinson’s Disease Lecture10.mp4 (56.6 MB)
    • 12. Parkinson’s Disease Lecture11-en_US.srt (8.7 KB)
    • 12. Parkinson’s Disease Lecture11.mp4 (64.2 MB)
    • 13. Parkinson’s Disease Lecture12-en_US.srt (5.1 KB)
    • 13. Parkinson’s Disease Lecture12.mp4 (29.9 MB)
    • 14. Parkinson’s Disease Lecture13-en_US.srt (11.1 KB)
    • 14. Parkinson’s Disease Lecture13.mp4 (74.4 MB)
    • 2. Introduction to Parkinson’s Disease Lecture1-en_US.srt (7.7 KB)
    • 2. Introduction to Parkinson’s Disease Lecture1.mp4 (53.0 MB)
    • 3. Parkinson’s Disease Lecture2-en_US.srt (13.5 KB)
    • 3. Parkinson’s Disease Lecture2.mp4 (91.0 MB)
    • 4. Parkinson’s Disease Lecture3-en_US.srt (7.3 KB)
    • 4. Parkinson’s Disease Lecture3.mp4 (54.3 MB)
    • 5. Parkinson’s Disease Lecture4-en_US.srt (7.2 KB)
    • 5. Parkinson’s Disease Lecture4.mp4 (47.0 MB)
    • 6. Parkinson’s Disease Lecture5-en_US.srt (8.1 KB)
    • 6. Parkinson’s Disease Lecture5.mp4 (60.2 MB)
    • 7. Parkinson’s Disease Lecture6-en_US.srt (6.6 KB)
    • 7. Parkinson’s Disease Lecture6.mp4 (26.3 MB)
    • 8. Parkinson’s Disease Lecture7-en_US.srt (7.3 KB)
    • 8. Parkinson’s Disease Lecture7.mp4 (54.8 MB)
    • 9. Parkinson’s Disease Lecture8-en_US.srt (5.1 KB)
    • 9. Parkinson’s Disease Lecture8.mp4 (30.8 MB)
    • Detecting-Parkinson-s-Disease.ipynb (4.1 MB)
    • Parkinsons-disease-PD-Information.pdf (162.8 KB)
    • Problem-Statement-Detecting-Parkinson-s-Disease-Machine-Learning-Project.pdf (1.7 MB)
    • parkinsons.data (39.7 KB)
    2. Prediction of Chronic Kidney Disease using Machine learning
    • 1. Chronic Kidney Disease Lecture1-en_US.srt (3.0 KB)
    • 1. Chronic Kidney Disease Lecture1.mp4 (21.0 MB)
    • 10. Chronic Kidney Disease Lecture10-en_US.srt (14.4 KB)
    • 10. Chronic Kidney Disease Lecture10.mp4 (87.6 MB)
    • 11. Chronic Kidney Disease Lecture11-en_US.srt (8.9 KB)
    • 11. Chronic Kidney Disease Lecture11.mp4 (50.0 MB)
    • 12. Chronic Kidney Disease Lecture12-en_US.srt (9.2 KB)
    • 12. Chronic Kidney Disease Lecture12.mp4 (59.7 MB)
    • 13. Chronic Kidney Disease Lecture13-en_US.srt (7.9 KB)
    • 13. Chronic Kidney Disease Lecture13.mp4 (54.0 MB)
    • 2. Chronic Kidney Disease Lecture2-en_US.srt (4.9 KB)
    • 2. Chronic Kidney Disease Lecture2.mp4 (21.4 MB)
    • 3. Chronic Kidney Disease Lecture3-en_US.srt (12.0 KB)
    • 3. Chronic Kidney Disease Lecture3.mp4 (71.5 MB)
    • 4. Chronic Kidney Disease Lecture4-en_US.srt (11.7 KB)
    • 4. Chronic Kidney Disease Lecture4.mp4 (93.4 MB)
    • 5. Chronic Kidney Disease Lecture5-en_US.srt (7.7 KB)
    • 5. Chronic Kidney Disease Lecture5.mp4 (41.0 MB)
    • 6. Chronic Kidney Disease Lecture6-en_US.srt (7.4 KB)
    • 6. Chronic Kidney Disease Lecture6.mp4 (47.1 MB)
    • 7. Chronic Kidney Disease Lecture7-en_US.srt (3.5 KB)
    • 7. Chronic Kidney Disease Lecture7.mp4 (27.0 MB)
    • 8. Chronic Kidney Disease Lecture8-en_US.srt (6.6 KB)
    • 8. Chronic Kidney Disease Lecture8.mp4 (35.3 MB)
    • 9. Chronic Kidney Disease Lecture9-en_US.srt (5.2 KB)
    • 9. Chronic Kidney Disease Lecture9.mp4 (27.7 MB)
    • Chronic-kidney-disease-Information.pdf (147.1 KB)
    • Model-Deployment.ipynb (18.3 KB)
    • Neural-Networks-To-predict-Kidney-Disease.ipynb (1.7 MB)
    • Problem-Statement-Prediction-of-Chronic-Kidney-Disease-using-Machine-Learning.pdf (848.2 KB)
    • Pycaret-to-predict-Kidney-diseases.ipynb (208.1 KB)
    • kidney-disease.csv (47.4 KB)
    • predicting-chronic-kidney-disease.ipynb (2.1 MB)
    3. Prediction of Liver Disease using PyCaret
    • 1. Liver Disease Lecture 1-en_US.srt (2.8 KB)
    • 1. Liver Disease Lecture 1.mp4 (14.9 MB)
    • 10. Liver Disease Lecture 10-en_US.srt (9.1 KB)
    • 10. Liver Disease Lecture 10.mp4 (49.5 MB)
    • 2. Liver Disease Lecture 2-en_US.srt (5.3 KB)
    • 2. Liver Disease Lecture 2.mp4 (25.6 MB)
    • 3. Liver Disease Lecture 3-en_US.srt (6.2 KB)
    • 3. Liver Disease Lecture 3.mp4 (36.1 MB)
    • 4. Liver Disease Lecture 4-en_US.srt (8.8 KB)
    • 4. Liver Disease Lecture 4.mp4 (58.0 MB)
    • 5. Liver Disease Lecture 5-en_US.srt (5.8 KB)
    • 5. Liver Disease Lecture 5.mp4 (43.3 MB)
    • 6. Liver Disease Lecture 6-en_US.srt (8.3 KB)
    • 6. Liver Disease Lecture 6.mp4 (45.8 MB)
    • 7. Liver Disease Lecture 7-en_US.srt (6.9 KB)
    • 7. Liver Disease Lecture 7.mp4 (41.3 MB)
    • 8. Liver Disease Lecture 8-en_US.srt (13.0 KB)
    • 8. Liver Disease Lecture 8.mp4 (85.3 MB)
    • 9. Liver Disease Lecture 9-en_US.srt (10.9 KB)
    • 9. Liver Disease Lecture 9.mp4 (70.1 MB)
    • Chronic-Liver-Disease-Information.pdf (66.6 KB)
    • Model-Deployment.ipynb (30.4 KB)
    • Problem-Statement-Liver-Disease-prediction-by-using-Pycaret-ML-Project.pdf (485.4 KB)
    • PyCaret-Liver-Disease-prediction.ipynb (242.9 KB)
    • indian-liver-patient.csv (23.4 KB)
    • Bonus Resources.txt (0.3 KB)

Code:

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