Machine Learning Model Deployment with Flask, React & NodeJS
What you'll learn
- Understand the differences between front and back end development
- Learn the core information and concepts regarding development
- Learn how to integrate a data science model into web development
- Deploy data science models as APIs and connect them to the front end
Requirements
- We will be using Microsoft Visual Studio code for the course, but all of the libraries and tools are available and are simple installs for Linux/Windows/Mac.
Description
As the world of Data Science progresses, more engineers and professionals need to deploy their work. Whether it's to test, to obtain user input, or simply to demostrate the model capabilites, it's becoming fundamental for data professionals to know the best ways to deploy their models. Moreover, being able to deploy models will not only help the data science field become more versatile and in-demand, but it will also benefit the development and ops teams, transforming you into a key player in your workplace.
So, are you ready to jump in and learn how to use the most powerful web development technologies and boost your data science career?
Welcome to the Machine Learning Model Deployment with Flask, React & NodeJS course!
Learn how to take a Data Science or Machine Learning model and deploy it to a Web App and API using some of the most in-demand and popular technologies, including Flask, NodeJS, and ReactJS. Get ready to take a DS model and deploy it in a practical and hands-on manner, simulating a real-world scenario that can be applied to industry practices.
Once you're done with the course, you'll have real experience to show hiring managers and stand out among all the other data professionals!
Who this course is for:
- Data Scientists who want to take their skills to the next level
- ML/AI engineers that want to know how to deploy models
- DevOps engineers to understand DS model integrations
- Web Developers/Front End Engineers/Back End Engineers
- Any one interested in programming or computer science
- Software engineers or programmers looking to expand their skill set
- In general anyone interested in model deployment and some of the most used libraries in demand today
Instructors
- 4.4 Instructor Rating
- 2,102 Reviews
- 409,566 Students
- 5 Courses
I'm a Senior AI Advisor, AI & Cybersecurity Engineer, and also the founder of Global Pioneers & the Threat Intelligence Group. My goal is to help provide my experiences and expertise that have been obtained through extensive research, many late nights, and cups of coffee.
I have been fortunate enough to work on a range of challenging projects worldwide and I have extensive experience specializing in technologies such as Python, Docker, Kubernetes, AWS, Azure, R, JavaScript, C++, PHP, Tensorflow, Pytorch, Scikit-Learn, Keras, ReactJS, NodeJS, SQL, Plotly, Tesseract, Seaborn, and much more.
Recently, I have launched the Threat Intelligence Group as a means of providing cybersecurity awareness, integrating AI into the security domain, and also providing consulting services.
For more information please feel free to reach out to me on LinkedIn and Twitter.
- 4.6 Instructor Rating
- 963,313 Reviews
- 3,360,262 Students
- 120 Courses
Hi there,
We are the Ligency PR and Marketing team. You will be hearing from us when new courses are released, when we publish new podcasts, blogs, share cheatsheets and more!
We are here to help you stay on the cutting edge of Data Science and Technology.
See you in class,
Sincerely,
The Real People at Ligency
- 4.4 Instructor Rating
- 167 Reviews
- 1,658 Students
- 1 Course
I'm a Senior Full Stack Developer, IT Manager and Founder of Codify Tools. I've been building web applications for the last 10 years and my main focus has been to create engaging, performant and visually attractive websites.
My goal is to teach others how to overcome programming challenges by sharing my knowledge and expertise.
I have worked in different companies that have delivered great products to millions of users and I've had the opportunity to work on technologies like React, Vue, Meteor, Vite, Snowpack, Rollup, GraphQL and more.
- 4.5 Instructor Rating
- 945,210 Reviews
- 3,263,018 Students
- 147 Courses
Hi there,
We are the SuperDataScience team. You will hear from us when new SuperDataScience courses are released, when we publish new podcasts, blogs, share cheat sheets, and more!
We are here to help you stay on the cutting edge of Data Science and Technology.
See you in class,
Sincerely,
SuperDataScience Team!