Deep Dive into Deep Learning 2023 - 24 C++,Chat GPT & more
Language: English | Size:8.93 GB
Genre:eLearning
Files Included :
1 Introduction.mp4 (6.68 MB)
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2 Why AI Booming Right Now.mp4 (64.56 MB)
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3 Course Outline.mp4 (48.97 MB)
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4 How A I Actually Learns.mp4 (120.35 MB)
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5 Supervised vs Unsupervised learning.mp4 (63.14 MB)
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6 Famous Libraries in AI Field.mp4 (15.49 MB)
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1 Introduction.mp4 (69.65 MB)
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2 Little Code Practical.mp4 (43.44 MB)
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3 How CNN Works.mp4 (92.49 MB)
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4 Pooling.mp4 (32.18 MB)
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5 Padding.mp4 (27.03 MB)
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6 Use Cases of CNN.mp4 (54.06 MB)
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10 Model Development 4.mp4 (50.35 MB)
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11 Model Development 5.mp4 (73.82 MB)
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12 Model Development 6.mp4 (44.46 MB)
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13 Model Development 7.mp4 (24.36 MB)
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14 Model Development 8.mp4 (16.46 MB)
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15 Model Development 9.mp4 (38.87 MB)
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2 Project Overview.mp4 (14.85 MB)
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3 Datasets Overview.mp4 (34.36 MB)
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4 Dataset Development Part 1.mp4 (70.33 MB)
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5 Dataset Development Part 2.mp4 (111.94 MB)
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6 Model Overview.mp4 (4.74 MB)
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7 Model Development 1.mp4 (51.17 MB)
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8 Model Development 2.mp4 (28.87 MB)
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9 Model Development 3.mp4 (47.54 MB)
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2 What is Pretrained Models.mp4 (27.15 MB)
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3 Some Famous CNN Models.mp4 (23.36 MB)
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4 What is Transfer Learning.mp4 (42.46 MB)
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5 Transfer Learning Implementation.mp4 (93.17 MB)
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2 Introduction.mp4 (21.55 MB)
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3 L1 and L2 Norm.mp4 (40.21 MB)
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4 L1 and L2 Norm Graph.mp4 (57.07 MB)
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5 L1 and L2 Implementation.mp4 (81.65 MB)
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6 Dropout Intro.mp4 (76 MB)
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7 Dropout implementation.mp4 (32.91 MB)
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8 Early Stopping (A Free Lunch).mp4 (22.27 MB)
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9 Early Stopping implementation.mp4 (73.99 MB)
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2 Batch Normalisation.mp4 (97.25 MB)
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3 Learning Rate Scheduler.mp4 (92.84 MB)
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4 Gradient Cliping.mp4 (47.78 MB)
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5 Torch AMP Part 1.mp4 (47.11 MB)
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6 Torch AMP Part 2.mp4 (35.4 MB)
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7 YAML and INI File Setup.mp4 (39.91 MB)
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1 Introduction.mp4 (48.1 MB)
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2 Maths Behind RNN.mp4 (129.95 MB)
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3 Types of RNN.mp4 (23 MB)
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4 RNN Vanishing Gradient Problem.mp4 (43.73 MB)
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5 LSTM.mp4 (55.57 MB)
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10 Lecture 9.mp4 (50.3 MB)
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11 Lecture 10.mp4 (23.9 MB)
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12 Lecture 11 Predictions !!.mp4 (45.44 MB)
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2 Lecture 1.mp4 (29.32 MB)
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3 Lecture 2.mp4 (30.38 MB)
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4 Lecture 3.mp4 (36.01 MB)
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5 Lecture 4.mp4 (79.17 MB)
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6 Lecture 5.mp4 (45.62 MB)
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7 Lecture 6.mp4 (34.8 MB)
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8 Lecture 7.mp4 (66.72 MB)
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9 Lecture 8.mp4 (40.31 MB)
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10 Lecture 7.mp4 (48.51 MB)
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11 Lecture 8.mp4 (37.45 MB)
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12 Lecture 9.mp4 (35.16 MB)
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13 Lecture 10.mp4 (30.79 MB)
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14 Lecture 11.mp4 (75.41 MB)
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15 Lecture 12.mp4 (120.42 MB)
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16 Lecture 13.mp4 (42.76 MB)
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17 Lecture 14.mp4 (16.62 MB)
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18 Lecture 15.mp4 (40.3 MB)
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19 Lecture 16.mp4 (36.39 MB)
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2 Introduction.mp4 (8.3 MB)
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20 Lecture 17.mp4 (69.94 MB)
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21 Lecture 18.mp4 (27.87 MB)
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22 Lecture 19.mp4 (84.91 MB)
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23 Lecture 20.mp4 (61.93 MB)
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3 Pytorch vs Pytorch Lightning.mp4 (18.32 MB)
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4 Lecture 1.mp4 (49.91 MB)
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5 Lecture 2.mp4 (29.26 MB)
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6 Lecture 3.mp4 (29.13 MB)
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7 Lecture 4.mp4 (37.85 MB)
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8 Lecture 5.mp4 (22.91 MB)
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9 Lecture 6.mp4 (26.49 MB)
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1 Introduction.mp4 (32.66 MB)
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2 How Generative A I Works.mp4 (56.67 MB)
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3 Generative Adversarial Network.mp4 (40.6 MB)
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4 What is AutoEncoders.mp4 (43.63 MB)
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5 Limitations of AutoEncoders.mp4 (28.01 MB)
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10 Lecture 7.mp4 (105.54 MB)
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11 Lecture 8.mp4 (51.74 MB)
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12 Lecture 9.mp4 (98.72 MB)
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13 Lecture 10.mp4 (33.11 MB)
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14 Lecture 11.mp4 (62.65 MB)
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15 Manipulate Faces Part 1.mp4 (101.64 MB)
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16 Manipulate Faces Part 2.mp4 (104.69 MB)
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2 Architecture of VAE.mp4 (29.96 MB)
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3 What is Normal Distribution.mp4 (33.89 MB)
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4 Lecture 1.mp4 (8.49 MB)
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5 Lecture 2.mp4 (69.36 MB)
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6 Lecture 3.mp4 (16.55 MB)
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7 Lecture 4.mp4 (35.39 MB)
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8 Lecture 5.mp4 (23.44 MB)
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9 Lecture 6.mp4 (45.76 MB)
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1 Lecture 1.mp4 (12.82 MB)
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2 Lecture 2.mp4 (39.2 MB)
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3 Lecture 3.mp4 (35.4 MB)
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4 Lecture 4.mp4 (35.16 MB)
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2 Introduction.mp4 (13.57 MB)
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3 Model Saving & Loading Part 1.mp4 (62.78 MB)
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4 Model Saving & Loading Part 2.mp4 (39.44 MB)
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5 Torch JIT.mp4 (59.17 MB)
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6 ONNX - Open Neural Network Exchange.mp4 (56.86 MB)
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2 Introduction.mp4 (2.57 MB)
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3 C++ Basics 1.mp4 (46.53 MB)
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4 C++ Basics 2.mp4 (83.07 MB)
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5 Libtorch Installation.mp4 (58.46 MB)
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6 Libtorch Basics.mp4 (37.62 MB)
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7 Creating Neural Network with Libtorch C++.mp4 (42.06 MB)
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8 Exporting Python AI Neural network model to C++.mp4 (56.5 MB)
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9 Libtorch Outro.mp4 (3.35 MB)
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1 MLOPS Lecture 1.mp4 (39.38 MB)
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2 MLOPS Lecture 2.mp4 (27.98 MB)
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3 MLOPS Lecture 3.mp4 (26.73 MB)
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4 MLOPS Lecture 4.mp4 (32.62 MB)
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5 MLOPS Lecture 5.mp4 (27.57 MB)
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6 MLOPS Lecture 6.mp4 (32.63 MB)
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7 MLOPS Lecture 7.mp4 (77.98 MB)
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1 GPT 1.mp4 (75.32 MB)
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2 GPT 4.mp4 (100.7 MB)
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3 GPT 2.mp4 (84.27 MB)
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4 GPT 3.mp4 (110.66 MB)
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5 GPT 5.mp4 (129.01 MB)
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1 Future Career Options.mp4 (57.46 MB)
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2 Outro.mp4 (76.05 MB)
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10 Python 9.mp4 (30.17 MB)
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11 Python 10.mp4 (68.77 MB)
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2 Python 1.mp4 (9.26 MB)
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3 Python 2.mp4 (27.49 MB)
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4 Python 3.mp4 (55.45 MB)
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5 Python 4.mp4 (54.03 MB)
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6 Python 5.mp4 (48.66 MB)
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7 Python 6.mp4 (74.61 MB)
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8 Python 7.mp4 (64.62 MB)
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9 Python 8.mp4 (33.53 MB)
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2 Introduction.mp4 (24.42 MB)
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3 Python List Vs NUMPY.mp4 (43.26 MB)
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4 Numpy Lecture 1.mp4 (36.62 MB)
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5 Numpy Lecture 2.mp4 (54.49 MB)
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6 Numpy Lecture 3.mp4 (41.94 MB)
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7 Numpy Lecture 4.mp4 (45.84 MB)
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8 Numpy Lecture 5.mp4 (25.05 MB)
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9 Numpy Lecture 6.mp4 (15.1 MB)
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2 Pandas Introduction.mp4 (15.34 MB)
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3 Pandas Lecture 1.mp4 (50.98 MB)
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4 Pandas Lecture 2.mp4 (53.53 MB)
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5 Pandas Lecture 3.mp4 (35.81 MB)
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6 Pandas Lecture 4.mp4 (38.82 MB)
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7 Pandas Lecture 5.mp4 (51.03 MB)
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10 Pytorch 8.mp4 (61.95 MB)
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11 Backpropgation Part 1.mp4 (42.06 MB)
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12 Backpropagation Part 2.mp4 (54.54 MB)
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13 Torch Autograd Part 1.mp4 (64.55 MB)
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14 Torch Autograd Part 2.mp4 (87.37 MB)
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2 Introduction.mp4 (8.4 MB)
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3 Pytorch 1.mp4 (19.85 MB)
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4 Pytorch 2.mp4 (47.64 MB)
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5 Pytorch 3.mp4 (34.67 MB)
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6 Pytorch 4.mp4 (17.26 MB)
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7 Pytorch 5.mp4 (52.74 MB)
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8 Pytorch 6.mp4 (67.58 MB)
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9 Pytorch 7.mp4 (26.18 MB)
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10 Lecture 8.mp4 (49.65 MB)
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11 Lecture 9.mp4 (45.12 MB)
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12 Lecture 10.mp4 (52.68 MB)
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13 Lecture 11.mp4 (47.41 MB)
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14 Predictions !!.mp4 (29.25 MB)
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2 Introduction.mp4 (21.04 MB)
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3 Lecture 1.mp4 (26.6 MB)
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4 Lecture 2.mp4 (56.79 MB)
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5 Lecture 3.mp4 (41.97 MB)
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6 Lecture 4.mp4 (54.36 MB)
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7 Lecture 5.mp4 (56.51 MB)
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8 Lecture 6.mp4 (80.37 MB)
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9 Lecture 7.mp4 (74.19 MB)
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2 What is Activation Functions.mp4 (14.62 MB)
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3 Sigmoid Activation Function.mp4 (43.31 MB)
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4 TanH.mp4 (43.48 MB)
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5 ReLU Activation.mp4 (30.97 MB)
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6 LeakyReLU Activation.mp4 (41.03 MB)
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7 Softmax Activation.mp4 (51.89 MB)
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2 Introduction.mp4 (19.56 MB)
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3 Mean Squared Error.mp4 (42.55 MB)
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4 Mean Absolute Error.mp4 (21.03 MB)
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5 Cross Entropy Loss.mp4 (75.06 MB)
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