DUET Machine Learning Workshop 2021

Quantum.ai Facebook Page

Quantum.ai Web Page

Key Speakers

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• Harun Ur Rashid Facebook Linkedin

• Rashik Rahman Facebook Linkedin

Day 1

Video Recording

• Why we are interested in Machine Learning.
• Introduction of Machine Learning.
• How to get started Machine Learning.
• Types of Machine Learning.
• Datasets Collection.
• Datasets Preprocessing.
• Machine Learning Algorithms.
• Environment Setup.

Day 2

Video Recording

• Research vs Production.
• Data pipeline.
• Live Code & Example.
• Deployment.

Task Instruction

• Clone this repository.
• Without temparing with the data i.e. leaking train data to test data, build a CNN model. (Refer to day 2 recorded video)
• Conditions: The model must achieve accuracy of 85-90% in classification report when epoch=10.
• Submit the notebook to any of the speakers