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Bootcamp:
Build your own ML project from end-to-end

Details

Duration: 5 weeks

Session Timings:

Monday 7:30pm – 9:30pm & Saturday 9:00am

OR

Tuesday 7:30pm – 9:30pm Sunday: 9:00am – 11:00am

Price: 2900RMB / 450USD

Application Deadline:
Running Applications

Objective: Define the scope and roadmap of your entire ML project, and conceptualise it.
– Learn how to structure, frame, and conceptualize your Machine Learning task.

– Understand what a feasible and good ML project is, and what is not.

– Get yourself familiar with tools and methods to solve your Machine Learning problem.

Objective: Successfully create your own dataset, that has been cleaned and pre-processed.

– Explore the data-centric approach in AI, and learn about its importance in Machine & Deep Learning.

– Utilize tools to label, improve and balance your datasets.

Objective: Build a working baseline model that has been evaluated and improved.

– Learn techniques that improve the performance and accuracy of your baseline model.

– Get an understanding of the importance of model testing and how to debug our implementation.

Objective: Successfully turn your model into an effective application that is integrated in your own workflow/product.

– Learn how to export and deploy your own trained model by yourself.

– Experience how your own model performs with real data.

Objective: Write your own essay to reflect and describe the entire model building process, present it to a group of listeners and receive your certificate as a graduate of the DL201 Bootcamp.

– Learn how to articulate your progress and provide evidence of your model performance to an audience.

– Receive feedback and a review on how to improve your model.

– Possibly receive inquiries about utilizing your trained model in other organizations.

What do you pay for?

Bootcamp Features

In this 4-week part-time online Python Bootcamp, you will learn hands-on Python skills to start your journey towards Data Science, Machine Learning, or Automation. We focus on parallelly learning and putting your newly-learned knowledge to best use with a small project at the end of the Bootcamp.

Experienced Mentors

Experienced Mentors will be able to provide support and help along your learning process.

Practical Course Content

We utilize an online course that is popular for its top-down learning approach and prioritizes practicality over theory.

Expert Community

Expand your network and connect with Python Professionals that are actively working on projects.