Explanation
Machine Learning Disease Prediction and Drug Recommendation This is a supervised machine learning full course. It covers all the basic concepts of Python, Pandas, Django, Ajax and Scikit Learn. The course starts with a Jupyter notebook where various operations will be performed on the data. Learn basic Python, mostly control architecture and Django. The ultimate goal of this course is to teach how to deploy a machine learning framework to the Django Python web framework. In fact, that is the purpose of machine learning. We have to learn how to put machine learning in the process and it should solve people’s problems in society. The method used in teaching is very simple and understandable. In Python Basics we learn the concepts required for Django configuration. This includes learning list, array, tuple, dictionary, if statement, loop, while loop and functions.
The developed model which is disease prediction model and drug name recommendation model is put into different dashboard of Django web application disease prediction model is put into patient dashboard and drug name recommendation model is put into doctor dashboard. If there is any misunderstanding based on the results of the diagnosis and the recommendation of the name of the drug, the patient can request an appointment with the doctor. Doctors often use machine learning models to recommend drug names and schedule patient appointments.
What will you learn?
- Use Pandas for data science to import data and data operations
- Create a list in Python and append the list
- Create a numpy array, convert one dimension Array to one dimension Array to two dimension Array
- Learn data preparation using Pandas and scikit
- Use train-test splitting to split the training and testing datasets.
- To create models using supervised machine learning algorithms
- Learn the relationship between Views, URLs and Django frameworks
- How to create a project and application in Django
- Combining the concepts of JQuery, Ajax, Django and machine learning
- Create a Django web application to deploy a machine learning model
- Learn how to deploy a Django machine learning model
Who is this course for?
- Getting started with Python
- Introduction to machine learning
- Introduction to Predictive Analytics
- Introduction to Data Science
- The Beginning of Artificial Intelligence
Specialties in Machine Learning Disease Prediction and Drug Recommendations
- Publisher: Udemy
- Teacher: Noel Moses Mwadende
- Language : English
- Level : All Levels
- Number of courses: 30
- Duration : 6 hours and 11 minutes
Content of Machine Learning Disease Prediction and Drug Recommendations
Requirements
- Python Basics, Python Flask basics and Django web framework basics
- Basics of Machine Learning and Python Pandas
- Basic Javascript and Ajax
- A computer with at least 4 RAM and 250 HDD.
Pictures
Sample Clip
Installation Guide
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Subtitle : English
Quality: 720p
Download Links
Password file: free download software
file size
2.96 GB