Deploying machine learning models with flask for beginners
Deploying machine learning models with flask for beginners, available at $54.99, has an average rating of 4.1, with 19 lectures, based on 142 reviews, and has 618 subscribers.
You will learn about You can create your own API endpoint for your machine learning models You learn how to use flask You know how to quickly deploy a userfriendly html page to make image classification predictions You use transfer learning You train your knowlege about keras You will train your data science skills This course is ideal for individuals who are beginners to intermediate students in neural networks and machine learning who already know the basics or students who are eager to learn and dive into one of the hottest topics currently out there or you want to learn how to create an api endpoint for your neural network using flask or you want to learn about creating a neural network web service using flask It is particularly useful for beginners to intermediate students in neural networks and machine learning who already know the basics or students who are eager to learn and dive into one of the hottest topics currently out there or you want to learn how to create an api endpoint for your neural network using flask or you want to learn about creating a neural network web service using flask.
Enroll now: Deploying machine learning models with flask for beginners
Summary
Title: Deploying machine learning models with flask for beginners
Price: $54.99
Average Rating: 4.1
Number of Lectures: 19
Number of Published Lectures: 18
Number of Curriculum Items: 19
Number of Published Curriculum Objects: 18
Original Price: $89.99
Quality Status: approved
Status: Live
What You Will Learn
- You can create your own API endpoint for your machine learning models
- You learn how to use flask
- You know how to quickly deploy a userfriendly html page to make image classification predictions
- You use transfer learning
- You train your knowlege about keras
- You will train your data science skills
Who Should Attend
- beginners to intermediate students in neural networks and machine learning who already know the basics
- students who are eager to learn and dive into one of the hottest topics currently out there
- you want to learn how to create an api endpoint for your neural network using flask
- you want to learn about creating a neural network web service using flask
Target Audiences
- beginners to intermediate students in neural networks and machine learning who already know the basics
- students who are eager to learn and dive into one of the hottest topics currently out there
- you want to learn how to create an api endpoint for your neural network using flask
- you want to learn about creating a neural network web service using flask
About this course
Let’s dive into data science with python and learn how we can create our own API (Application Programming Interface) where we can send data to and let our model return a prediction.
This course is a practical hands on course where we learn to deploy our trained machine learning models aka neural networks with the flask web framework.
This is a beginners class. You don’t need any pre-knowlege about flask but you should know about neural networks and python. We will learn and code step by step together and I will explain what we do along the way.
Besides machine learning apis we will also use transferlearning to use an advanced neural network and use a userfriendly HTML template to give the enduser a visual appealing interface for our application. The user can upload an image and our model will return an image classification prediction
All the resources will be provided and you can download all the used tools completely for free.
Sounds interesting? I hope so! Let’s dive in and do this together. Let’s acquire new skills and create new opportunities for us.
In General
Why datascience and machine learning? Well…
In the world of today and especially tomorrow machine learning and artificial intelligence will be the driving force of the economy. Data science No matter who you are, an entrepreneur or an employee, and in which industry you are working in, machine learning (especially deep learning neural networks) will be on your agenda.
from me personal:
“From my personal experienceI can tell you that companies will actively searching for you if you aquire some skills in the data science field. Diving into this topic can not only immensly improve your career opportunities but also your job satisfaction!”
It’s time to get your hands dirty and dive into one of the hottest topics on this planet.
Course Curriculum
Chapter 1: Deploying machine learning models with flask for beginners – quick and easy
Lecture 1: 1 Hello and welcome everyone
Lecture 2: Downloadsection
Lecture 3: One important thing before you start
Lecture 4: 3 Quick Introduction to Flask – Hello world web server application
Lecture 5: 4 Defining and training the model
Lecture 6: 5 Evaluating and saving the trained model
Lecture 7: 6 Testing the model availability and make a first prediction
Lecture 8: 7 How to define the boundaries of our input data
Lecture 9: 8 Create our flask application – get started
Lecture 10: 9 Creating the flask endpoint and ensure data quality checks
Lecture 11: 10 Testing our API endpoint – lets get some predictions
Lecture 12: 11 Introduction to the Image Classification Part
Lecture 13: 12 Flask Application – An enpoint for our Image classification API
Lecture 14: 13 The HTML Template explained
Lecture 15: 14 Predicting Images on our hosted Flask Web application
Lecture 16: 15 Congratulations and final words of wisdom
Chapter 2: BONUS SECTION How to deploy your ML Models to the web for free
Lecture 1: Student Bonus – How to deploy your model on the internet for free
Lecture 2: More to learn is here
Instructors
-
Dan We
Coach
Rating Distribution
- 1 stars: 3 votes
- 2 stars: 3 votes
- 3 stars: 23 votes
- 4 stars: 48 votes
- 5 stars: 65 votes
Frequently Asked Questions
How long do I have access to the course materials?
You can view and review the lecture materials indefinitely, like an on-demand channel.
Can I take my courses with me wherever I go?
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!
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