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Machine Learning

Machine Learning Model Deployment using Flask

Name: Machine Learning Model Deployment using Flask
Rating: 4.36 (410 reviews)

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.

4.36

Ratings

Beginner

Level

1.5 Hrs

Learning hours

8.7K+

Learners

Enrol free with email

Certificate of completion

Presented to

Your Name

For successfully completing a free online course

Machine Learning Model Deployment using Flask

Provided by

Great Learning Academy

Skills you’ll Learn

Flask

Model Deployment

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.

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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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Course Rating

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61% of learners found all the desired skills & tools

Ratings & Reviews of this Course

Satish Radhakrishnan

5.0

★★★★ ★

Machine Learning Model Deployment Using Flask

The course helped me understand how to use Flask with a Python application.

Bennittah Ngazoire

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.

Certificate of completion

Presented to

Your Name

For successfully completing a free online course

Machine Learning Model Deployment using Flask

Provided by

Great Learning Academy

Machine Learning Model Deployment using Flask

1.5 Learning Hours . Beginner

Why upskill with us?

1000+ free courses

In-demand skills & tools

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The learning experience was very enriching and the mentors and advisors were very supportive all along. I'm extremely glad I signed up for the program. I definitely got what I wanted from the program and strongly recommend it.

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Defense Research Analyst-Associate, Booz Allen Hamilton (United States)

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The AIML program has given me solid foundational knowledge around Python, AI, and ML. The program content was very well-curated, and it covered the right things in the right depth for a program like this.

Pertuso Dryonis

Sr. Advisor Applied Data Analytics, Hess Corporation (United States))

Hess, US

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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.

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