If you want to save some time, consider purchasing this Django machine learning template that is ready to be deployed. (see demo here)




Have you have to beg your manger or engineer teammates to reprioritize their work to help you launch your awesome machine learning model so your customers can get the best predicted results?

But they said no.




Have you ever wondered how a modern recommendation engine push recommended movies for your personal experience?

You are in the right place.




In this 1 hour course, I will teach you how to create an end to end machine learning modeling pipeline.

And you will never need to beg your engineering teammates again to help you productionizing your model, hence significantly enhance your job security in this difficult time.



How does that sound to you?

Purchase this course for only $9.9 for 1 month access.



What will you get out of this course?

  • Set up your local development environment.
  • Train a sentimental prediction model using movie reviews data with Scikit learn.
  • Fine tune the parameters and benchmark the results.
  • Persist the model that performs the best, create a RESTful api endpoint with Django and finally deploy it into a productionized environment on to Heroku.
  • Test the api from your browser and POSTMAN, Finally, your model can be used by the whole internet.
  • You will be able to use this similar framework to serve many other models you build in the future, and let the whole world consume your results very easily.
  • In the end, you will get a fully functioning restful API endpoint that listens to any GET request from the internet.


You will be able to use the same Django framework to serve other models in the future, and let the whole world will be able to easily consume your model outputs.

In the end, you will get a fully functioning restful API endpoint that listens to any GET request from the internet.

Hi, I’m Leon


Hi, I am Leon. I currently work at a top technology company in Silicon Valley managing a team of research scientists and engineers building machine learning systems.

Before I moved to silicon valley, I was a research scientist at Amazon where I focused on creating large scale machine learning tools to improve Amazon's business operations and efficiency.

I have interviewed thousands of candidates as a direct hiring manager or involved in the hiring process.

Whether you are a first time job seeker or a professional who wants to make a change, I am here to help you.

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    What you will get

    Improved Job Security

    You may no longer need engineering team to productionize your model. You can do it by yourself.

    Increase your Job Interview Success


    Obtaining an edge for your job interviews by understanding modern machine learning system.

    Add a real Project to your Resume


    Deploy your own model to Heroku, create a unique link and show case it to your future employer.