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Bootcamp:
The Practical 101 of AI & Machine Learning

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: 1900RMB / 297USD

Application Deadline:
Running Applications

Get to know more about your classmates, the mentors, and learn about the fundamental concepts of Machine Learning (ML), how it works, its limitations, and potential.

Understand the difference between, AI, Machine Learning, and Deep Learning and be able to categorise ML tasks into supervised, unsupervised and reinforcement learning.

Lastly, learn about the Machine Learning Workflow that we will apply in 4 different fields of Machine Learning:

1. Computer Vision

2. Tabular Data

3. Recommender Systems

4. Natural Language Processing

Dive into Computer Vision, and learn about how machines are able to derive insights and make predictions from visual data. Build your own computer vision application, by gathering your own images and train your own model.

Learn about data augmentation, model performance metrics and test your own model on external data.

Comprehend how AI & Machine Learning can be applied to Tabular Data such as sales, marketing, or customer data, and learn how to deduce actionable insights for the future, and build your own classification or regression application.

Learn more about Recommender Systems, and understand how TikTok, Youtube, and Netflix are able to recommend your next favorite piece of content. Choose a dataset to build your own model to predict and recommend.

Apply AI & Machine Learning to text, discover Language Models and go through the process of how an AI model is able to generate, summarize and classify text. Build your own NLP application to automatically generate movie reviews, or analyze sentiment.

Jump into a 1:1 mentorship session with our AI experts to define an AI project that solves a pain point in your organization, personal project, or life in general. Research, gather feedback, write an article and pitch your project to the class. Successfully graduate from the Bootcamp and receive your AI certification.

What do you pay for?

Bootcamp Features

In this 6-week part-time online Deep Learning Bootcamp, you will learn hands-on top-notch skills every AI Practitioner uses to quickly build and deploy Deep Learning models. We focus on parallelly learning and building Deep Learning Application to put your newly-learned knowledge to best use.

Experienced Mentors

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

Practical Course Content

We utilize the fast.ai course which is wildly popular for its top-down learning approach that prioritizes practicality over theory.

Expert Community

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