Udemy

Machine Learning Flask Deployment on Microsoft Azure 2021

立即報名
  • 70 名學生
  • 更新於 8/2021
3.8
(21 個評分)
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課程資料

報名日期
全年招生
課程級別
學習模式
修業期
3 小時 15 分鐘
教學語言
英語
授課導師
Muhammad Huzaifa Shahbaz
評分
3.8
(21 個評分)
1次瀏覽

課程簡介

Machine Learning Flask Deployment on Microsoft Azure 2021

Learn complete end to end Machine Learning Models Deployment using Python Flask Web Application on Microsoft Azure...!

In this course, you will be learning, how to deploy Machine Learning Models using Python Flask on Microsoft Azure from scratch. Initially, we will learn the entire Machine Learning pipeline using Jupyter Notebook including Exploratory Data Analysis. Then for intuition, we will train 6 Machine Learning (Classification) models, and save them. After some tests, we will generate a productional code for prediction for all 6 Machine Learning Models.

Now the golden lectures start. We will develop the Frontend of Web Application using HTML / CSS from scratch, giving an end-to-end idea of what's happening in the design structure. Then, we will develop the backend on Flask using Python and integrate it with our Frontend. After some tests of a fully functional Machine Learning Web App on the system, we will move ahead to our main goal, Deployment on Microsoft Azure. Where many students face problems and server issues. Don't worry with one simple trick you won't face any server issues on Azure.

So without wasting any further minutes, grab your course, and learn deployment from scratch in 2-3 days at an Easy pace.

And here's the bonus, in the event of unfortunate success in deployment, the instructor will always be available to help you around the issues.

課程章節

  • 6 個章節
  • 15 堂課
  • 第 1 章 Course Overview
  • 第 2 章 Machine Learning Models Training Pipeline
  • 第 3 章 Creating a Production Python File for Prediction
  • 第 4 章 Designing FrontEnd of WebApp
  • 第 5 章 Developing Flask BackEnd
  • 第 6 章 Deployment on Microsoft Azure

課程內容

  • Flask, Deploying Flask WebApp on Azure, Integrating Python ML Model into WebApp


評價

  • S
    Suprabhat Paul
    1.0

    No code provided. Worst course in Udemy!

  • S
    Salomon Orellana
    4.0

    Good crash course on deploying ML models in Azure.

  • Z
    Zhibin Liu
    2.0

    The tutor did not answer questions.

  • M
    Mirza Rizwan
    5.0

    Amazing Teaching Skills ! Looking for more courses from the Instructor .

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