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Deep Learning
Introduction to Tensorflow
Introduction to Tensorflow (50:22)
NN Topologies
NN Topologies (51:09)
HW and SW for DL
HW and SW for DL (49:50)
Tensorflow 2.0 Introduction
Tensorflow 2.0 Introduction (32:49)
TF 2.0 Data Types
TF 2.0 Data Types (37:59)
DL Frames
DL Frames (31:26)
Neural Networks
Neural Networks Part - 1 (67:13)
Neural Networks Part - 2 (83:24)
TF Learn Introduction
TF Learn Introduction (43:14)
TF Learn Hands-On
TF Learn Hands-On (60:00)
MNIST Dataset
MNIST Dataset (63:54)
Keras Introduction
Keras Introduction (47:40)
Modelling with Keras
Modelling with Keras (48:46)
Convolutional Neural Network
Convolutional Neural Network (54:09)
Recurrent Neural Network
Recurrent Neural Network (57:07)
Autoencoders and Boltzmann Networks
Autoencoders and Boltzmann Networks (57:29)
Data Augentation
Data Augentation (38:57)
Hands-On Project
Hands-On Project (85:40)
Quiz
Quiz
DL Frames
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