Udemy
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
  •  
Development
Web Development Data Science Mobile Development Programming Languages Game Development Database Design & Development Software Testing Software Engineering Software Development Tools No-Code Development
Business
Entrepreneurship Communication Management Sales Business Strategy Operations Project Management Business Law Business Analytics & Intelligence Human Resources Industry E-Commerce Media Real Estate Other Business
Finance & Accounting
Accounting & Bookkeeping Compliance Cryptocurrency & Blockchain Economics Finance Finance Cert & Exam Prep Financial Modeling & Analysis Investing & Trading Money Management Tools Taxes Other Finance & Accounting
IT & Software
IT Certifications Network & Security Hardware Operating Systems & Servers Other IT & Software
Office Productivity
Microsoft Apple Google SAP Oracle Other Office Productivity
Personal Development
Personal Transformation Personal Productivity Leadership Career Development Parenting & Relationships Happiness Esoteric Practices Religion & Spirituality Personal Brand Building Creativity Influence Self Esteem & Confidence Stress Management Memory & Study Skills Motivation Other Personal Development
Design
Web Design Graphic Design & Illustration Design Tools User Experience Design Game Design 3D & Animation Fashion Design Architectural Design Interior Design Other Design
Marketing
Digital Marketing Search Engine Optimization Social Media Marketing Branding Marketing Fundamentals Marketing Analytics & Automation Public Relations Paid Advertising Video & Mobile Marketing Content Marketing Growth Hacking Affiliate Marketing Product Marketing Other Marketing
Lifestyle
Arts & Crafts Beauty & Makeup Esoteric Practices Food & Beverage Gaming Home Improvement & Gardening Pet Care & Training Travel Other Lifestyle
Photography & Video
Digital Photography Photography Portrait Photography Photography Tools Commercial Photography Video Design Other Photography & Video
Health & Fitness
Fitness General Health Sports Nutrition & Diet Yoga Mental Health Martial Arts & Self Defense Safety & First Aid Dance Meditation Other Health & Fitness
Music
Instruments Music Production Music Fundamentals Vocal Music Techniques Music Software Other Music
Teaching & Academics
Engineering Humanities Math Science Online Education Social Science Language Learning Teacher Training Test Prep Other Teaching & Academics
Web Development JavaScript React Angular CSS Node.Js PHP HTML5 Vue JS
AWS Certification Microsoft Certification AWS Certified Solutions Architect - Associate AWS Certified Cloud Practitioner CompTIA A+ Amazon AWS Cisco CCNA Microsoft AZ-900 AWS Certified Developer - Associate
Microsoft Power BI SQL Tableau Data Modeling Business Analysis Business Intelligence MySQL Qlik Sense Blockchain
Unity Unreal Engine Game Development Fundamentals C# 3D Game Development C++ Unreal Engine Blueprints 2D Game Development Virtual Reality
Google Flutter Android Development iOS Development React Native Swift Dart (programming language) Mobile App Development Kotlin SwiftUI
Graphic Design Photoshop Adobe Illustrator Drawing Digital Painting Canva InDesign Character Design Procreate Digital Illustration App
Life Coach Training Neuro-Linguistic Programming Personal Development Personal Transformation Life Purpose Mindfulness Meditation Sound Therapy CBT Cognitive Behavioral Therapy
Entrepreneurship Fundamentals Business Fundamentals Freelancing Business Strategy Startup Business Plan Online Business Blogging Home Business
Digital Marketing Social Media Marketing Marketing Strategy Internet Marketing Google Analytics Copywriting Email Marketing YouTube Marketing Podcasting

IT & SoftwareIT CertificationsMachine Learning

Machine Learning Disease Prediction And Drug Recommendation

Supervised Machine Learning, Django, JQuery And Ajax
Rating: 3.2 out of 53.2 (3 ratings)
30 students
Created by Noel Moses Mwadende
Last updated 1/2022
English
English [Auto]

What you'll learn

  • Use Pandas in data science for loading dataset and operations on data
  • Create list in Python and appending to a list
  • Create Numpy array, one dimensional Array and to convert one dimensional Array to two dimensional Array
  • Preprocessing of data using Pandas and scikit learn
  • Use train test split function to divide dataset into training and testing set
  • To create model using supervised machine learning algorithms
  • Learn the relationship between Views, URL and templates in Django
  • How to create a project and an application in Django
  • Intergrate the concept of JQuery, Ajax, Django and machine learning
  • Create Django web application for deploying machine learning model
  • Learn how to deploy machine learning model on Django

Requirements

  • Python Basics, Python Flask basics and Django web framework basics
  • Machine Learning Basics and Python Pandas
  • Javascript basics and Ajax
  • Computer with minimum of 4 RAM and 250 HDD.

Description

This is Supervised machine learning full course. It covers all basic concepts from Python, Pandas, Django, Ajax and Scikit Learn. The course start on Jupyter notebook where different operations will performed on data. Learn Python basic, mostly control structure and Django. The end goal of this course is to teach how to deploy machine learning model on Django Python web framework. Actually, that is the purpose of machine learning. We should learn how to put machine learning model into application and it must solve people's problems in the community.


The methodology used in teaching are very easy and understood-able. In Python Basics we learn the concepts which are needed in model deployment in Django. This include learning list, array, tuple,dictionary, if statement, for loop,while loop and functions.


The created model which is disease prediction model and drug name recommendation model are deployed on different dashboard of Django web application.disease prediction model is deployed on patient dashboard and drug name recommendation model is deployed on doctor dashboard.


If there is any mis-understanding based on disease prediction result and drug name recommendation, patient can ask for appointment with doctor. Doctor usually use machine learning model to recommend for drug names and schedule for appointment with patient.

Who this course is for:

  • Beginner to Python
  • Beginner to machine learning
  • Beginner to Predictive Analytics
  • Beginner to Data science
  • Beginner to Artificial intelligence

Instructor

Noel Moses Mwadende
Machine Learning, Cybesecurity and Web Development
Noel Moses Mwadende
  • 3.4 Instructor Rating
  • 15 Reviews
  • 2,576 Students
  • 3 Courses

Noel Moses Mwadende is a passionate book and article writer based on different books and articles concerning computer science in general, especially in cybersecurity, machine learning, and web application development.


Mr. Noel Moses Mwadende is an author of Python library NoelOCR, Founder & CEO of motechapp which system for renting rooms online, owner of MotechApp which is a YouTube channel, and author of books which are found at amazon.

Currently, Mr. Noel has 3 years experience of in creating online content where he has been answering questions on Quora, teaching on YouTube, and writing books at amazon.

Top companies choose Udemy Business to build in-demand career skills.
NasdaqVolkswagenBoxNetAppEventbrite
  • Udemy Business
  • Teach on Udemy
  • Get the app
  • About us
  • Contact us
  • Careers
  • Blog
  • Help and Support
  • Affiliate
  • Investors
  • Impressum Kontakt
  • Terms
  • Privacy policy
  • Cookie settings
  • Sitemap
  • Accessibility statement
Udemy
© 2022 Udemy, Inc.