2023 Deep Learning Mastery With Tensorflow & Keras

Files Included :

1 Course Introduction.mp4 (65.74 MB)
MP4
2 02 Introduction to Tensorflow and Keras.mp4 (36.8 MB)
MP4
3 03 Google Collab setup.mp4 (29.31 MB)
MP4
1 43 types of Text embeddings.mp4 (115.77 MB)
MP4
2 44 Text embeddings importing.mp4 (221.16 MB)
MP4
3 45 RNN LSTM Text embedding for classification.mp4 (187.74 MB)
MP4
1 46 Autoencoder.mp4 (93.16 MB)
MP4
2 47 Autoencoder Dimensionality Reduction.mp4 (168.79 MB)
MP4
3 48 Autoencoder Anomaly detection exercise.mp4 (12.15 MB)
MP4
4 49 Autoencoder Anomaly detection solution.mp4 (137.09 MB)
MP4
1 50 GANs Introduction.mp4 (78.48 MB)
MP4
2 51 GANs components.mp4 (64.51 MB)
MP4
3 52 GANs Training.mp4 (119.21 MB)
MP4
4 53 GANs Applications Pros & Cons.mp4 (42.57 MB)
MP4
5 54 GANs implementation.mp4 (255.44 MB)
MP4
1 Project Image Captioning Problem.mp4 (36.18 MB)
MP4
2 Project Image Captioning Solution Part-1.mp4 (137.21 MB)
MP4
3 Project Image Captioning Solution Part-2.mp4 (201.87 MB)
MP4
4 Project Image Captioning Solution Part-3.mp4 (129.63 MB)
MP4
1 04 Tensors Intuition.mp4 (22.09 MB)
MP4
2 05 Tensors Code it!.mp4 (126.15 MB)
MP4
3 06 Tensors Basics Code.mp4 (144.48 MB)
MP4
4 07 Tensorflow Variables.mp4 (84.26 MB)
MP4
5 08 Tensors & Variables Exercise & Solutions.mp4 (145.49 MB)
MP4
6 09 Eager Vs Graph execution.mp4 (43 MB)
MP4
7 10 Tf function Decorator.mp4 (68.06 MB)
MP4
1 11 Intuition Neural Networks.mp4 (49.55 MB)
MP4
2 12 NeuralNetworks.mp4 (227.41 MB)
MP4
3 13 Approach to Deep Learning problems.mp4 (24.43 MB)
MP4
4 14 Lifecycle of model 5 steps.mp4 (40.68 MB)
MP4
5 15 Sequential Vs Functional API.mp4 (62.44 MB)
MP4
1 16 Sequential API.mp4 (281.51 MB)
MP4
2 17 Functional API.mp4 (150.65 MB)
MP4
3 18 ML problem Cost Gradient CV.mp4 (146.61 MB)
MP4
4 19 Activation Functions.mp4 (167.35 MB)
MP4
5 20 Optimizers.mp4 (234.53 MB)
MP4
6 21 Loss functions.mp4 (122.3 MB)
MP4
7 22 Performance Metrics.mp4 (14.84 MB)
MP4
8 23 Tips for Improving Model Performance.mp4 (106.86 MB)
MP4
1 24 Feed Forward Network Implementation and Keras Callbacks.mp4 (297.83 MB)
MP4
1 25 Intro to CNN.mp4 (291.81 MB)
MP4
2 26 CNN implementation.mp4 (281.3 MB)
MP4
3 27 CNN Exercise -2 Problem.mp4 (5.02 MB)
MP4
4 28 CNN Exercise -2 Solution.mp4 (190.51 MB)
MP4
5 29 CNN Exercise -3 Problem.mp4 (2.75 MB)
MP4
6 30 CNN Exercise -3 Solution.mp4 (120.18 MB)
MP4
1 31 Keras Preprocessing Layers Intro.mp4 (59.52 MB)
MP4
2 32 Keras Preprocessing Layers Image Augmentation Code.mp4 (155.21 MB)
MP4
3 33 Keras Preprocessing Layers Text Preprocessing Code.mp4 (159.21 MB)
MP4
4 34 Keras Preprocessing Layers Exercise.mp4 (2.55 MB)
MP4
5 35 Keras Preprocessing Layers Solution.mp4 (57.15 MB)
MP4
1 36 Transfer Learning.mp4 (127.67 MB)
MP4
2 37 Transfer Learning code.mp4 (289.6 MB)
MP4
3 38 Transfer Learning Exercise Xray Dataset.mp4 (4.63 MB)
MP4
4 39 Transfer Learning Solution XrayDataset.mp4 (138.29 MB)
MP4
1 RNN Explained.mp4 (162.71 MB)
MP4
2 LSTM & GRU Explained.mp4 (91.2 MB)
MP4
3 41 RNN LSTM Univariate Time Series.mp4 (217.11 MB)
MP4
4 42 RNN LSTM Multiple Time Series.mp4 (217.46 MB)
MP4