Creator: AVARDS
Publisher: Alex Snow School
Publication Date:
Updated:
Audience: Computer Science Students, ML and AI Enthusiasts, and IT Professionals
License: Public Domain
Pre-perquisite: ဒီ course ကို Computer Science နဲ့ Python Basic အခြေခံရှိပြီးမှ တက်သင့်ပါတယ်။
Week 1
Intro to TensorFlow
Tensors and Operations
Week 2
Data Preprocessing (Batch, Shuffle, Repeat)
Mini Project(1)
Week 3
Hello World, MNIST Data Set and Related Algorithms
CNN and MNIST Fashion Dataset
Convoulutional Neural Networks (Extra Lesson)
Mini Project(2) CIFAR Dataset
Week 4
Binary Classification Using Augmentation
Creating Sequential Models Assignment
Loading and Saving Models
Transfer Learning
Reading List
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