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馃敭

Deep Learning Specialist

Intermediate

Dive into neural networks, CNNs, and advanced architectures. Build deep learning models for vision and beyond.

5 lessons5 exercises~8 hours
Progress0/10 completed

Lessons

1

Neural Networks & Deep Learning

60 min 路 Intermediate

2

Convolutional Neural Networks (CNNs)

75 min 路 Intermediate

3

Recurrent Neural Networks & LSTMs

70 min 路 Intermediate

4

Transfer Learning & Fine-Tuning

60 min 路 Intermediate

5

Generative AI: VAEs, GANs & Diffusion Models

80 min 路 Advanced

Practice Exercises

One-Hot Encoding

12 min 路 Data Preprocessing

Cross-Entropy Loss

12 min 路 Neural Networks

2D Convolution

20 min 路 Computer Vision

Max Pooling

15 min 路 Computer Vision

Simple Attention Score

15 min 路 Deep Learning

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