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Machine Learning Model Deployment using Flask

Enroll in this online free course to learn about Model Deployment and Flask, their key features, architecture, and the approach for using Flask to deploy a Machine Learning Model into production through different platforms.

4.37
average rating

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Beginner

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1.5 Hrs

Learning hours

8.7K+
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Skills you’ll Learn

About this Free Certificate Course

This Machine Learning Model Deployment using Flask course will begin with a brief explanation of what Model Deployment is, and will also look at some of Model Deployment’s key features along with essential real-world examples. Next, you will learn how to deploy an application using Flask with the help of a case study. You will learn to solve the case study step-by-step, giving you the time to learn about the deployment process and execution mode and to achieve the desired output. In the last phase of this course, we will draw an architecture comparison and will also be taught about the various Model Deployment options and platforms.

Looking to build a successful career in Machine Learning or enthused about Data? Enroll in this PG Program with Artificial Intelligence & Machine Learning with full career support and an exclusive online mentorship.

 

 

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Course Outline

Architecture Comparison and Model Deployment Platforms

You will learn about the different ways a model can be deployed and make an architecture comparison. It will also throw light on Model Deployment Options & Model Deployment Platforms.

 

 

Introduction to Model Deployment

In this chapter, you will learn what Model Deployment is, some common examples of it, and key features of Model Deployment Architecture like Modularity, Reproducibility, Scalability, Extensibility & Testing.

 

Deploying Application on Flask

You will be taken through a case study to predict salary, understand what Flask is, the steps to deploy an application using Flask, execute the model step-by-step, and display the output on the screen.

 

Model Deployment Options

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4.37
Course Rating
64%
23%
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Ratings & Reviews of this Course

Reviewer Profile

5.0

Machine Learning Model Deployment Using Flask
The course helped me understand how to use Flask with a Python application.
Reviewer Profile

5.0

Model Serving Using Flask and Cloud Options
I did not want to just deploy a model; I wanted to understand what happens after the prediction, and this course answered my questions.

Machine Learning Model Deployment using Flask

1.5 Learning Hours . Beginner

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Frequently Asked Questions

What are the prerequisites required to learn this Machine Learning Model Deployment using Flask Course?

Machine Learning Model Deployment using Flask requires no prerequisites. However, knowledge of Machine Learning and Python would come in handy to be able to deploy an ML model using Flask.

 

How long does completing this free Machine Learning Model Deployment using Flask Course take?

This course contains approximately 40 minutes of video content that you can view and learn step-by-step at your own pace.

Will I have lifetime access to the free course?

Yes, you will get lifetime access to this free Machine Learning Model Deployment using Flask course that you can learn from any time.

What are my next learning options after this Machine Learning Model Deployment using Flask Course?

Once you have completed this Machine Learning Model Deployment using Flask Course, you can easily view the outcome and will have proficiency in Flask and Machine Learning. You can also learn a professional Machine Learning course to upskill with a degree online. 

 

Is it worth learning Machine Learning Model Deployment using Flask?

For practically implementing all machine learning models, Flask is the way to go. You only need to write a minimal amount of programming in Flask for model deployment if you have basic HTML code (less than 100 lines) and basic CSS code. Flask offers us a range of options for creating web apps and provides us with the required tools and libraries to do so. So, yes, it is definitely worth learning Machine Learning Model Deployment using Flask.

 

What is Machine Learning Model Deployment using Flask used for?

Deploying an ML model essentially refers to integrating the model into an already-existing production environment that can accept an input and produce a useful output for business decision-making. There are benefits to adopting the Flask framework, including a built-in development server and a quick debugger.

 

Why is Machine Learning Model Deployment using Flask so popular?

Flask is a very light web framework and simple to use, thus, making it very popular.

What jobs demand that you learn Machine Learning Model Deployment using Flask?

There are many jobs you can land after you are done learning Machine Learning Model Deployment using Flask, some of which are:

  • Data Scientist
  • Machine Learning Engineer
  • Data Engineer
  • Python Developer

 

Will I get a certificate after completing this Machine Learning Model Deployment using Flask Course?

Yes, you will receive a certificate once you have finished the course. Nonetheless, you must effectively complete each chapter and the subsequent quizzes in order to receive a free online course completion certificate. After passing the test, the certificate will be available on your dashboard.

What knowledge and skills will I gain upon completing this Machine Learning Model Deployment using Flask Course?

You will learn how to deploy a Machine Learning Model using Flask, and you will also understand Flask in a more in-depth manner and also the various Model Deployment platforms & options present in today’s time.

How much does this Machine Learning Model Deployment using Flask Course cost?

The complete course is available for free through Great Learning Academy. Anyone wishing to learn more about Machine Learning Model Deployment using Flask and begin a career in this area should start with this course.

Is there a limit on how many times I can take this Machine Learning Model Deployment using Flask Course?

No such limit exists on the number of times you can view this course. You are allowed to resume and finish the course whenever you want to.

Can I sign up for multiple courses from Great Learning Academy at the same time?

You are free to sign up for as many free courses at Great Learning Academy as you want and work on several courses in one go.

Why choose Great Learning Academy for this Machine Learning Model Deployment using Flask Course?

Renowned ed-tech company Great Learning is committed to changing people's lives. The Great Learning Academy program provides well-liked free online courses in order to assist learners in achieving success in their chosen industries without spending any money.

The free online courses with certificates offered by Great Learning Academy have benefited more than 5 million students across 140 nations. Additionally, it provides a number of tasks and projects for students to engage in an attempt to brush up on and enhance their skill set.

 

Who is eligible to take this Machine Learning Model Deployment using Flask Course?

There are no requirements or eligibility criteria set for this course. If you want to learn more about Machine Learning Model Deployment using Flask, you can enroll directly.

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