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文档列表

18 - Model deployment/84 - Building the Emotions Detection API with Fastapi.mp4 707.4 MB
8 - Data augmentation/44 - Albumentations with TensorFlow 2 and PyTorch for Data augmentation.mp4 647.5 MB
46 - DEPRECATED Object Detection with YOLO/260 - YOLO v3.mp4 643.9 MB
28 - Neural Machine Translation with Transformers/133 - Understanding Transformer Networks.mp4 636.4 MB
34 - Extractive Question Answering with Longformer in Huggingface transformers/153 - Problem Understanding and Data Preparation.mp4 634.4 MB
19 - Object Detection with YOLO algorithm/88 - YOLO paper.mp4 599.8 MB
28 - Neural Machine Translation with Transformers/134 - Building training and testing Transformers.mp4 584.1 MB
29 - Sentiment Analysis with Transformers/138 - Sentiment analysis with LSH Attention.mp4 565.3 MB
46 - DEPRECATED Object Detection with YOLO/254 - Modeling YOLO v1.mp4 502.5 MB
50 - DEPRECATED Question Answering with TensorFlow 2/289 - LSH Attention.mp4 502.0 MB
11 - MLOps with Weights and Biases/52 - Experiment tracking.mp4 492.5 MB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/230 - Transfer Learning and FineTuning.mp4 461.3 MB
8 - Data augmentation/41 - Data augmentation with TensorFlow using tfimage and Keras Layers.mp4 444.6 MB
17 - Transformers in Vision/72 - Understanding VITs.mp4 442.5 MB
49 - DEPRECATED Neural Machine Translation with TensorFlow 2/279 - Attention Mechanism Bahdanau Attention.mp4 441.9 MB
22 - Image generation/110 - Face generation with GANs.mp4 428.4 MB
2 - Tensors and Variables/5 - Tensor Initialization and Casting.mp4 426.3 MB
46 - DEPRECATED Object Detection with YOLO/253 - Pascal VOC Dataset.mp4 422.1 MB
19 - Object Detection with YOLO algorithm/89 - Dataset Preparation.mp4 420.6 MB
17 - Transformers in Vision/73 - Building VITs from scratch.mp4 418.2 MB
35 - Ecommerce search engine with Sentence transformers/157 - Buildingtraining and testing model.mp4 415.4 MB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/229 - EfficientNet.mp4 412.8 MB
12 - Human Emotions Detection/57 - Modeling and training.mp4 390.0 MB
2 - Tensors and Variables/8 - Linear Algebra Operations in Tensorflow.mp4 389.6 MB
41 - DEPRECATED Introduction to Machine Learning/202 - Neural Networks Training and Optimization.mp4 383.9 MB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/221 - Introduction to Convolutional Neural Networks.mp4 377.1 MB
13 - Modern Convolutional Neural Networks/62 - Resnet.mp4 368.5 MB
4 - Building Convolutional Neural Networks Malaria Diagnosis/25 - How and Why Convolutional Neural Networks work.mp4 365.7 MB
8 - Data augmentation/43 - Cutmix Data augmentation with TensorFlow 2 and intergration in tfdata.mp4 360.9 MB
31 - Sentiment Analysis with Deberta in Huggingface transformers/147 - Data Preparation.mp4 351.2 MB
49 - DEPRECATED Neural Machine Translation with TensorFlow 2/280 - Transformers Theory.mp4 348.3 MB
35 - Ecommerce search engine with Sentence transformers/156 - Dataset preparation.mp4 347.3 MB
11 - MLOps with Weights and Biases/54 - Dataset Versioning with Weights and Biases and TensorFlow 2.mp4 345.5 MB
21 - People counting/100 - Dataset preparation.mp4 339.6 MB
49 - DEPRECATED Neural Machine Translation with TensorFlow 2/281 - Building Transformers with TensorFlow 2.mp4 331.2 MB
35 - Ecommerce search engine with Sentence transformers/155 - Problem Understanding and Sentence Embeddings.mp4 326.5 MB
19 - Object Detection with YOLO algorithm/92 - Testing.mp4 323.8 MB
48 - DEPRECATED People Counting/269 - Dataset Preparation.mp4 317.9 MB
22 - Image generation/106 - VAE training and digit generation.mp4 313.1 MB
12 - Human Emotions Detection/59 - Tensorflow records.mp4 307.9 MB
50 - DEPRECATED Question Answering with TensorFlow 2/291 - BERT Practice.mp4 302.6 MB
44 - DEPRECATED Introduction to Deep NLP with TensorFlow 2/237 - Imdb Dataset Code.mp4 301.5 MB
10 - Tensorboard integration/48 - Data logging.mp4 301.1 MB
24 - Sentiment Analysis with Recurrent neural networks/121 - 1D Convolutional Neural Network.mp4 297.7 MB
53 - DEPRECATED Image Generative Modeling/309 - Wasserstein GAN.mp4 291.0 MB
3 - Building a Simple Neural Network in Tensorflow/14 - Data Preparation.mp4 289.7 MB
18 - Model deployment/79 - Understanding quantization.mp4 281.2 MB
46 - DEPRECATED Object Detection with YOLO/258 - Performance Measurement Mean Average Precision mAP.mp4 279.9 MB
21 - People counting/103 - Data augmentation.mp4 273.6 MB
36 - Lyrics Generator with GPT2 in Huggingface transformers/159 - Buildingtraining and testing model.mp4 265.8 MB
48 - DEPRECATED People Counting/272 - Data Augmentation.mp4 257.4 MB
41 - DEPRECATED Introduction to Machine Learning/188 - Linear Regression.mp4 252.7 MB
52 - DEPRECATED Image Captioning/303 - Vision Transformers.mp4 249.9 MB
38 - Elon Musk Bot with BlenderBot in Huggingface transformers/162 - Problem Understanding and Data Preparation.mp4 248.4 MB
9 - Advanced Tensorflow Concepts/47 - Custom training loops.mp4 246.4 MB
51 - DEPRECATED Automatic Speech Recognition/298 - Speech Transformer.mp4 245.6 MB
22 - Image generation/108 - How GANs work.mp4 243.7 MB
42 - DEPRECATED Introduction to TensorFlow 2/218 - Training a Neural Network with TensorFlow.mp4 242.7 MB
41 - DEPRECATED Introduction to Machine Learning/189 - Logistic Regression.mp4 240.6 MB
26 - Neural Machine Translation with Recurrent Neural Networks/128 - Building training and testing Model.mp4 240.2 MB
24 - Sentiment Analysis with Recurrent neural networks/120 - Advanced RNNs LSTM and GRU.mp4 238.1 MB
15 - Understanding the blackbox/69 - Gradcam method.mp4 237.8 MB
12 - Human Emotions Detection/56 - Data preparation.mp4 236.5 MB
51 - DEPRECATED Automatic Speech Recognition/295 - Fourier Transform.mp4 235.1 MB
50 - DEPRECATED Question Answering with TensorFlow 2/284 - SQUAD dataset.mp4 234.9 MB
11 - MLOps with Weights and Biases/53 - Hyperparameter tuning with wandb.mp4 233.4 MB
50 - DEPRECATED Question Answering with TensorFlow 2/290 - BERT Model.mp4 231.0 MB
19 - Object Detection with YOLO algorithm/91 - Data augmentation.mp4 230.0 MB
7 - Improving Model Performance/37 - Tensorflow Callbacks.mp4 227.8 MB
1 - Introduction/2 - General Introduction.mp4 227.4 MB
31 - Sentiment Analysis with Deberta in Huggingface transformers/148 - Buildingtraining and testing model.mp4 227.1 MB
2 - Tensors and Variables/7 - Maths Operations in Tensorflow.mp4 225.5 MB
41 - DEPRECATED Introduction to Machine Learning/203 - Neural Networks Training and Optimization Practicals.mp4 222.9 MB
6 - Evaluating Classification Models/34 - PrecisionRecall and Accuracy.mp4 221.5 MB
25 - Sentiment Analysis with transfer learning/122 - Understanding Word2vec.mp4 221.3 MB
41 - DEPRECATED Introduction to Machine Learning/193 - Performance Measurement.mp4 220.4 MB
40 - Essential Python Programming/182 - Numpy Package.mp4 218.0 MB
44 - DEPRECATED Introduction to Deep NLP with TensorFlow 2/238 - Recurrent Neural Networks.mp4 217.6 MB
41 - DEPRECATED Introduction to Machine Learning/198 - Softmax Regression Training and Optimization.mp4 217.1 MB
13 - Modern Convolutional Neural Networks/64 - Mobilenet.mp4 216.8 MB
17 - Transformers in Vision/74 - Finetuning Huggingface transformers.mp4 216.6 MB
24 - Sentiment Analysis with Recurrent neural networks/118 - Data preparation.mp4 216.6 MB
18 - Model deployment/78 - Model Conversion from Tensorflow to Onnx.mp4 215.5 MB
7 - Improving Model Performance/40 - Mitigating overfitting and underfitting.mp4 211.9 MB
49 - DEPRECATED Neural Machine Translation with TensorFlow 2/275 - Sequence to Sequence Models.mp4 207.9 MB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/228 - MobileNet.mp4 207.7 MB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/227 - ResNet.mp4 206.0 MB
3 - Building a Simple Neural Network in Tensorflow/20 - Corrective Measures.mp4 205.4 MB
10 - Tensorboard integration/50 - Hyperparameter tuning.mp4 204.4 MB
17 - Transformers in Vision/77 - Swin transformers.mp4 201.7 MB
53 - DEPRECATED Image Generative Modeling/308 - GAN training and Optimization.mp4 199.3 MB
13 - Modern Convolutional Neural Networks/65 - Efficientnet.mp4 198.4 MB
52 - DEPRECATED Image Captioning/300 - Flickr 30k Dataset.mp4 197.1 MB
33 - Named Entity Relation with Roberta in Huggingface transformers/151 - Problem Understanding and Data Preparation.mp4 197.1 MB
41 - DEPRECATED Introduction to Machine Learning/200 - Neural Networks Modeling.mp4 195.4 MB
46 - DEPRECATED Object Detection with YOLO/255 - Error Sanctioning.mp4 194.8 MB
36 - Lyrics Generator with GPT2 in Huggingface transformers/158 - Problem Understanding and Data Preparation.mp4 194.7 MB
13 - Modern Convolutional Neural Networks/60 - Alexnet.mp4 192.3 MB
28 - Neural Machine Translation with Transformers/135 - Building Transformers with Custom Attention Layer.mp4 192.0 MB
27 - Neural Machine Translation with Attention/131 - Understanding Bahdanau Attention.mp4 189.1 MB
13 - Modern Convolutional Neural Networks/63 - Coding Resnets.mp4 189.1 MB
27 - Neural Machine Translation with Attention/132 - Building training and testing Bahdanau Attention.mp4 188.1 MB
41 - DEPRECATED Introduction to Machine Learning/187 - Error Sanctioning Machine Learning Development Life Cycle.mp4 187.6 MB
52 - DEPRECATED Image Captioning/302 - Training and Optimization.mp4 185.7 MB
9 - Advanced Tensorflow Concepts/45 - Custom Loss and Metrics.mp4 184.5 MB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/225 - VGGNet.mp4 176.6 MB
22 - Image generation/109 - Improving GAN training.mp4 176.1 MB
49 - DEPRECATED Neural Machine Translation with TensorFlow 2/277 - Performance Measurement BLEU Score.mp4 175.6 MB
24 - Sentiment Analysis with Recurrent neural networks/119 - Building and training RNNs.mp4 175.3 MB
26 - Neural Machine Translation with Recurrent Neural Networks/127 - Data preparation.mp4 173.8 MB
50 - DEPRECATED Question Answering with TensorFlow 2/285 - SQUAD dataset preparation.mp4 173.4 MB
41 - DEPRECATED Introduction to Machine Learning/206 - Solving Overfitting and Underfitting.mp4 172.3 MB
14 - Transfer Learning/66 - Leveraging pretrained models.mp4 171.5 MB
46 - DEPRECATED Object Detection with YOLO/257 - Testing.mp4 170.3 MB
8 - Data augmentation/42 - Mixup Data augmentation with TensorFlow 2 with intergration in tfdata.mp4 169.6 MB
51 - DEPRECATED Automatic Speech Recognition/296 - Short Time Fourier Transform.mp4 168.8 MB
4 - Building Convolutional Neural Networks Malaria Diagnosis/22 - Data Preparation.mp4 168.4 MB
18 - Model deployment/81 - Quantization aware training.mp4 168.3 MB
15 - Understanding the blackbox/68 - Visualizing intermediate layers.mp4 165.7 MB
18 - Model deployment/82 - Conversion to Tensorflow Lite.mp4 162.2 MB
44 - DEPRECATED Introduction to Deep NLP with TensorFlow 2/236 - Sentiment Analysis Dataset.mp4 161.0 MB
45 - DEPRECATED Breast Cancer Detection/249 - Training and Performance Measurement.mp4 157.3 MB
25 - Sentiment Analysis with transfer learning/125 - Visualizing embeddings.mp4 156.9 MB
32 - Intent Classification with Deberta in Huggingface transformers/149 - Problem Understanding and Data Preparation.mp4 153.4 MB
44 - DEPRECATED Introduction to Deep NLP with TensorFlow 2/241 - LSTM.mp4 153.1 MB
12 - Human Emotions Detection/58 - Data augmentation.mp4 149.0 MB
30 - Transfer Learning and Generalized Language Models/142 - Bert.mp4 147.7 MB
17 - Transformers in Vision/75 - Model evaluation with wandb.mp4 147.1 MB
5 - Building more advanced Models with Functional API Subclassing and Custom Layers/31 - Functional API.mp4 145.1 MB
11 - MLOps with Weights and Biases/55 - Model Versioning with Weights and Biases and TensorFlow 2.mp4 144.1 MB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/226 - InceptionNet.mp4 143.7 MB
7 - Improving Model Performance/38 - Learning rate scheduling.mp4 143.5 MB
30 - Transfer Learning and Generalized Language Models/144 - Gpt2.mp4 143.1 MB
5 - Building more advanced Models with Functional API Subclassing and Custom Layers/33 - Custom Layers.mp4 142.3 MB
3 - Building a Simple Neural Network in Tensorflow/19 - Validation and testing.mp4 142.3 MB
40 - Essential Python Programming/170 - Variables and Basic Operators.mp4 141.5 MB
38 - Elon Musk Bot with BlenderBot in Huggingface transformers/163 - Buildingtraining and testing model.mp4 141.2 MB
20 - Image segmentation/98 - Class weighting.mp4 138.6 MB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/220 - TinyImagenet Preparation.mp4 137.3 MB
41 - DEPRECATED Introduction to Machine Learning/190 - Linear Regression Practice.mp4 136.6 MB
4 - Building Convolutional Neural Networks Malaria Diagnosis/30 - Loading and Saving Tensorflow Models to Google Drive.mp4 135.2 MB
18 - Model deployment/83 - What is an API.mp4 134.1 MB
41 - DEPRECATED Introduction to Machine Learning/192 - Optimization.mp4 133.1 MB
23 - Text Preprocessing for Sentiment analysis/114 - Onehot encoding and Bag of Words.mp4 130.7 MB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/232 - Callbacks.mp4 129.7 MB
23 - Text Preprocessing for Sentiment analysis/113 - Tokenization.mp4 129.6 MB
24 - Sentiment Analysis with Recurrent neural networks/117 - How Recurrent neural networks work.mp4 129.5 MB
23 - Text Preprocessing for Sentiment analysis/112 - Text standardization.mp4 129.4 MB
47 - DEPRECATED Semantic Segmentation with UNET/266 - Class weighting and reduced network.mp4 129.4 MB
49 - DEPRECATED Neural Machine Translation with TensorFlow 2/274 - FreEng Dataset and Task.mp4 129.0 MB
20 - Image segmentation/95 - UNET Model.mp4 127.4 MB
42 - DEPRECATED Introduction to TensorFlow 2/217 - TensorFlow Basics.mp4 125.9 MB
5 - Building more advanced Models with Functional API Subclassing and Custom Layers/32 - Model Subclassing.mp4 125.4 MB
30 - Transfer Learning and Generalized Language Models/141 - Gpt.mp4 124.9 MB
22 - Image generation/105 - Understanding variational autoencoders.mp4 123.2 MB
3 - Building a Simple Neural Network in Tensorflow/17 - Training and Optimization.mp4 122.4 MB
13 - Modern Convolutional Neural Networks/61 - Vggnet.mp4 122.1 MB
51 - DEPRECATED Automatic Speech Recognition/297 - Conv CTC Model.mp4 120.9 MB
4 - Building Convolutional Neural Networks Malaria Diagnosis/28 - Convnet training.mp4 119.3 MB
22 - Image generation/107 - Latent space visualizations.mp4 118.7 MB
47 - DEPRECATED Semantic Segmentation with UNET/263 - UNET model.mp4 118.7 MB
14 - Transfer Learning/67 - Finetuning.mp4 117.6 MB
46 - DEPRECATED Object Detection with YOLO/256 - Training and Optimization.mp4 117.3 MB
26 - Neural Machine Translation with Recurrent Neural Networks/130 - Coding BLEU score from scratch.mp4 117.0 MB
34 - Extractive Question Answering with Longformer in Huggingface transformers/154 - Buildingtraining and testing model.mp4 114.6 MB
42 - DEPRECATED Introduction to TensorFlow 2/216 - Introduction to TensorFlow.mp4 113.0 MB
18 - Model deployment/86 - Load tesing the Emotions Detection API with Locust.mp4 111.5 MB
3 - Building a Simple Neural Network in Tensorflow/15 - Linear Regression Model.mp4 110.2 MB
41 - DEPRECATED Introduction to Machine Learning/209 - Weight Initialization.mp4 108.2 MB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/233 - Monitoring with TensorBoard.mp4 106.4 MB
26 - Neural Machine Translation with Recurrent Neural Networks/126 - Understanding Machine Translation.mp4 106.3 MB
41 - DEPRECATED Introduction to Machine Learning/212 - Normalization.mp4 105.7 MB
16 - Ensembling and class imbalance/71 - Class Imbalance.mp4 105.5 MB
18 - Model deployment/85 - Deploy the Emotions Detection API to the Cloud.mp4 105.1 MB
41 - DEPRECATED Introduction to Machine Learning/186 - Model Machine Learning Development Life Cycle.mp4 103.4 MB
44 - DEPRECATED Introduction to Deep NLP with TensorFlow 2/240 - Embeddings.mp4 103.0 MB
33 - Named Entity Relation with Roberta in Huggingface transformers/152 - Buildingtraining and testing model.mp4 102.7 MB
46 - DEPRECATED Object Detection with YOLO/259 - Data Augmentation.mp4 101.2 MB
44 - DEPRECATED Introduction to Deep NLP with TensorFlow 2/245 - Word2Vec.mp4 101.0 MB
23 - Text Preprocessing for Sentiment analysis/115 - Term frequency Inverse Document frequency TFIDF.mp4 100.9 MB
3 - Building a Simple Neural Network in Tensorflow/16 - Error sanctioning.mp4 99.8 MB
42 - DEPRECATED Introduction to TensorFlow 2/215 - TensorFlow Installation.mp4 99.6 MB
40 - Essential Python Programming/172 - Loops.mp4 97.8 MB
23 - Text Preprocessing for Sentiment analysis/116 - Embeddings.mp4 97.0 MB
25 - Sentiment Analysis with transfer learning/123 - Integrating pretrained Word2vec embeddings.mp4 95.9 MB
45 - DEPRECATED Breast Cancer Detection/247 - Breast Cancer Dataset.mp4 95.5 MB
40 - Essential Python Programming/180 - Decorators.mp4 95.1 MB
23 - Text Preprocessing for Sentiment analysis/111 - Understanding sentiment analysis.mp4 94.3 MB
40 - Essential Python Programming/171 - Conditional Statements.mp4 93.9 MB
9 - Advanced Tensorflow Concepts/46 - Eager and graph modes.mp4 93.0 MB
53 - DEPRECATED Image Generative Modeling/306 - Image Generation.mp4 93.0 MB
40 - Essential Python Programming/173 - Methods.mp4 92.7 MB
28 - Neural Machine Translation with Transformers/136 - Visualizing Attention scores.mp4 91.5 MB
44 - DEPRECATED Introduction to Deep NLP with TensorFlow 2/239 - Training and Optimization Evaluation.mp4 90.4 MB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/219 - Tiny Imagenet Dataset.mp4 89.5 MB
32 - Intent Classification with Deberta in Huggingface transformers/150 - Buildingtraining and testing model.mp4 88.1 MB
21 - People counting/99 - People Counting Shangai Tech Dataset.mp4 87.5 MB
41 - DEPRECATED Introduction to Machine Learning/185 - Data Machine Learning Development Life Cycle.mp4 86.7 MB
41 - DEPRECATED Introduction to Machine Learning/184 - Task Machine Learning Development Life Cycle.mp4 84.2 MB
48 - DEPRECATED People Counting/268 - People Counting Shangai Tech Dataset.mp4 83.4 MB
2 - Tensors and Variables/9 - Ragged Tensors.mp4 82.3 MB
2 - Tensors and Variables/6 - Indexing.mp4 81.3 MB
53 - DEPRECATED Image Generative Modeling/305 - Introduction to Generative Modeling.mp4 81.1 MB
30 - Transfer Learning and Generalized Language Models/146 - T5.mp4 78.9 MB
21 - People counting/101 - CSRNET.mp4 78.8 MB
49 - DEPRECATED Neural Machine Translation with TensorFlow 2/278 - Testing Sequence to Sequence Models.mp4 78.2 MB
26 - Neural Machine Translation with Recurrent Neural Networks/129 - Understanding BLEU Score.mp4 78.0 MB
17 - Transformers in Vision/76 - Data efficient transformers.mp4 76.3 MB
30 - Transfer Learning and Generalized Language Models/139 - Understanding Transfer Learning.mp4 76.1 MB
41 - DEPRECATED Introduction to Machine Learning/191 - Logistic Regression Practice.mp4 76.0 MB
48 - DEPRECATED People Counting/270 - CSRNET.mp4 74.8 MB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/231 - Data Augmentation.mp4 74.7 MB
39 - DEPRECATED Introduction/167 - About this Course.mp4 74.3 MB
39 - DEPRECATED Introduction/166 - Applications of Deep Learning.mp4 73.9 MB
10 - Tensorboard integration/51 - Profiling and other visualizations with Tensorboard.mp4 72.5 MB
29 - Sentiment Analysis with Transformers/137 - Sentiment analysis with Transformer encoder.mp4 70.1 MB
44 - DEPRECATED Introduction to Deep NLP with TensorFlow 2/243 - 1D Convolutions.mp4 68.9 MB
37 - Grammatical Error Correction with T5 in Huggingface transformers/160 - Problem Understanding and Data Preparation.mp4 68.8 MB
18 - Model deployment/80 - Practical quantization of Onnx.mp4 68.1 MB
54 - DEPRECATED Shipping a Model with Google Cloud Function/312 - Model Preparation.mp4 67.0 MB
4 - Building Convolutional Neural Networks Malaria Diagnosis/21 - Task understanding.mp4 66.8 MB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/224 - Reducing overfitting.mp4 65.8 MB
41 - DEPRECATED Introduction to Machine Learning/199 - Softmax Regression Performance Measurement.mp4 65.7 MB
50 - DEPRECATED Question Answering with TensorFlow 2/286 - Context Answer Network.mp4 65.5 MB
6 - Evaluating Classification Models/35 - Confusion Matrix.mp4 65.4 MB
7 - Improving Model Performance/39 - Model checkpointing.mp4 64.8 MB
20 - Image segmentation/94 - Image Segmentation Oxford IIIT Pet Dataset.mp4 63.7 MB
40 - Essential Python Programming/174 - Objects and Classes.mp4 62.0 MB
41 - DEPRECATED Introduction to Machine Learning/205 - Neural Networks Validation and testing.mp4 61.8 MB
47 - DEPRECATED Semantic Segmentation with UNET/262 - Image Segmentation Oxford IIIT Pet Dataset.mp4 60.2 MB
40 - Essential Python Programming/177 - Inheritance.mp4 60.1 MB
53 - DEPRECATED Image Generative Modeling/307 - GAN Loss.mp4 58.3 MB
37 - Grammatical Error Correction with T5 in Huggingface transformers/161 - Buildingtraining and testing model.mp4 57.6 MB
4 - Building Convolutional Neural Networks Malaria Diagnosis/24 - Data Processing.mp4 57.1 MB
39 - DEPRECATED Introduction/165 - General Introduction.mp4 56.6 MB
19 - Object Detection with YOLO algorithm/90 - YOLO Resnet.mp4 56.6 MB
30 - Transfer Learning and Generalized Language Models/143 - Albert.mp4 56.4 MB
25 - Sentiment Analysis with transfer learning/124 - Testing.mp4 55.5 MB
40 - Essential Python Programming/175 - Operator Overloading.mp4 55.4 MB
54 - DEPRECATED Shipping a Model with Google Cloud Function/313 - Deployment.mp4 55.3 MB
19 - Object Detection with YOLO algorithm/87 - Understanding object detection.mp4 55.0 MB
21 - People counting/102 - Training and optimization.mp4 54.5 MB
19 - Object Detection with YOLO algorithm/93 - Data generators.mp4 53.9 MB
6 - Evaluating Classification Models/36 - ROC Plots.mp4 52.6 MB
45 - DEPRECATED Breast Cancer Detection/250 - Corrective Measures.mp4 52.0 MB
46 - DEPRECATED Object Detection with YOLO/252 - Object Detection.mp4 51.6 MB
48 - DEPRECATED People Counting/271 - Training and Optimization.mp4 51.5 MB
41 - DEPRECATED Introduction to Machine Learning/195 - Softmax Regression Data.mp4 51.0 MB
40 - Essential Python Programming/176 - Method Types.mp4 50.7 MB
4 - Building Convolutional Neural Networks Malaria Diagnosis/27 - Binary Crossentropy loss.mp4 49.4 MB
41 - DEPRECATED Introduction to Machine Learning/197 - Softmax Regression Errror Sanctioning.mp4 49.4 MB
40 - Essential Python Programming/181 - Generators.mp4 48.8 MB
51 - DEPRECATED Automatic Speech Recognition/294 - LJ Speech Dataset.mp4 48.1 MB
16 - Ensembling and class imbalance/70 - Ensembling.mp4 47.4 MB
30 - Transfer Learning and Generalized Language Models/140 - Ulmfit.mp4 47.3 MB
2 - Tensors and Variables/12 - Tensorflow Variables.mp4 47.1 MB
20 - Image segmentation/96 - Training and optimization.mp4 46.9 MB
4 - Building Convolutional Neural Networks Malaria Diagnosis/26 - Building Convnets in Tensorflow.mp4 46.9 MB
2 - Tensors and Variables/4 - Tensor Basics.mp4 45.7 MB
52 - DEPRECATED Image Captioning/301 - CNN Transformer Model.mp4 45.5 MB
41 - DEPRECATED Introduction to Machine Learning/194 - Validation and Testing.mp4 44.6 MB
47 - DEPRECATED Semantic Segmentation with UNET/264 - Training and Optimization.mp4 43.9 MB
4 - Building Convolutional Neural Networks Malaria Diagnosis/29 - Model evaluation and testing.mp4 41.6 MB
45 - DEPRECATED Breast Cancer Detection/251 - Plant Disease Project.mp4 40.9 MB
44 - DEPRECATED Introduction to Deep NLP with TensorFlow 2/244 - Bidirectional RNNs.mp4 39.2 MB
41 - DEPRECATED Introduction to Machine Learning/196 - Softmax Regression Modeling.mp4 38.1 MB
50 - DEPRECATED Question Answering with TensorFlow 2/287 - Training and Optimization.mp4 37.7 MB
1 - Introduction/1 - Welcome.mp4 34.9 MB
3 - Building a Simple Neural Network in Tensorflow/13 - Task Understanding.mp4 32.0 MB
44 - DEPRECATED Introduction to Deep NLP with TensorFlow 2/242 - GRU.mp4 31.8 MB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/235 - ConvNet Project 2.mp4 31.5 MB
20 - Image segmentation/97 - Data augmentation and dropout.mp4 30.9 MB
44 - DEPRECATED Introduction to Deep NLP with TensorFlow 2/246 - RNN Project.mp4 29.1 MB
41 - DEPRECATED Introduction to Machine Learning/214 - In Class Exercise.mp4 28.9 MB
41 - DEPRECATED Introduction to Machine Learning/210 - Data Imbalance.mp4 28.8 MB
22 - Image generation/104 - Introduction to image generation.mp4 28.6 MB
47 - DEPRECATED Semantic Segmentation with UNET/265 - Data Augmentation and Dropout.mp4 28.6 MB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/222 - Error Sanctioning.mp4 27.5 MB
54 - DEPRECATED Shipping a Model with Google Cloud Function/311 - Introduction.mp4 25.2 MB
49 - DEPRECATED Neural Machine Translation with TensorFlow 2/282 - Text Normalization project.mp4 24.9 MB
2 - Tensors and Variables/11 - String Tensors.mp4 24.1 MB
41 - DEPRECATED Introduction to Machine Learning/204 - Neural Networks Performance Measurement.mp4 23.3 MB
3 - Building a Simple Neural Network in Tensorflow/18 - Performance Measurement.mp4 23.0 MB
40 - Essential Python Programming/183 - Matplotlib Introduction.mp4 22.6 MB
10 - Tensorboard integration/49 - Viewing model graphs.mp4 22.5 MB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/223 - Training Validation and Performance Measurement.mp4 21.9 MB
30 - Transfer Learning and Generalized Language Models/145 - Roberta.mp4 21.0 MB
40 - Essential Python Programming/169 - Python Installation.mp4 19.0 MB
2 - Tensors and Variables/10 - Sparse Tensors.mp4 18.9 MB
4 - Building Convolutional Neural Networks Malaria Diagnosis/23 - Data visualization.mp4 17.7 MB
49 - DEPRECATED Neural Machine Translation with TensorFlow 2/276 - Training Sequence to Sequence Models.mp4 15.6 MB
50 - DEPRECATED Question Answering with TensorFlow 2/288 - Data Augmentation.mp4 15.2 MB
41 - DEPRECATED Introduction to Machine Learning/213 - Hyperparameter tuning.mp4 15.2 MB
40 - Essential Python Programming/179 - Polymorphism.mp4 14.0 MB
45 - DEPRECATED Breast Cancer Detection/248 - ResNet Model.mp4 14.0 MB
50 - DEPRECATED Question Answering with TensorFlow 2/283 - Understanding Question Answering.mp4 13.5 MB
41 - DEPRECATED Introduction to Machine Learning/211 - Learning rate decay.mp4 13.0 MB
51 - DEPRECATED Automatic Speech Recognition/293 - What is Automatic Speech Recognition.mp4 13.0 MB
40 - Essential Python Programming/178 - Encapsulation.mp4 12.1 MB
50 - DEPRECATED Question Answering with TensorFlow 2/292 - GPT Based Chatbot.mp4 11.6 MB
46 - DEPRECATED Object Detection with YOLO/261 - Instance Segmentation Project.mp4 11.1 MB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/234 - ConvNet Project 1.mp4 10.9 MB
41 - DEPRECATED Introduction to Machine Learning/201 - Neural Networks Error Sanctioning.mp4 8.9 MB
41 - DEPRECATED Introduction to Machine Learning/207 - Shuffling.mp4 6.1 MB
53 - DEPRECATED Image Generative Modeling/310 - Image to Image Translation Project.mp4 6.0 MB
39 - DEPRECATED Introduction/164 - Welcome.mp4 5.4 MB
41 - DEPRECATED Introduction to Machine Learning/208 - Ensembling.mp4 4.7 MB
51 - DEPRECATED Automatic Speech Recognition/299 - Audio Classification project.mp4 4.6 MB
52 - DEPRECATED Image Captioning/304 - OCR Project.mp4 4.3 MB
48 - DEPRECATED People Counting/273 - Object Counting Project.mp4 2.9 MB
47 - DEPRECATED Semantic Segmentation with UNET/267 - Semantic Segmentation Project.mp4 1.5 MB
8 - Data augmentation/44 - Albumentations with TensorFlow 2 and PyTorch for Data augmentation English.vtt 93.9 kB
18 - Model deployment/84 - Building the Emotions Detection API with Fastapi English.vtt 91.0 kB
29 - Sentiment Analysis with Transformers/138 - Sentiment analysis with LSH Attention English.vtt 83.0 kB
50 - DEPRECATED Question Answering with TensorFlow 2/289 - LSH Attention English.vtt 82.0 kB
46 - DEPRECATED Object Detection with YOLO/260 - YOLO v3 English.vtt 77.8 kB
28 - Neural Machine Translation with Transformers/133 - Understanding Transformer Networks English.vtt 71.6 kB
2 - Tensors and Variables/8 - Linear Algebra Operations in Tensorflow English.vtt 70.3 kB
19 - Object Detection with YOLO algorithm/88 - YOLO paper English.vtt 69.7 kB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/221 - Introduction to Convolutional Neural Networks English.vtt 69.5 kB
34 - Extractive Question Answering with Longformer in Huggingface transformers/153 - Problem Understanding and Data Preparation English.vtt 69.4 kB
2 - Tensors and Variables/5 - Tensor Initialization and Casting English.vtt 68.5 kB
28 - Neural Machine Translation with Transformers/134 - Building training and testing Transformers English.vtt 68.5 kB
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43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/230 - Transfer Learning and FineTuning English.vtt 63.9 kB
49 - DEPRECATED Neural Machine Translation with TensorFlow 2/279 - Attention Mechanism Bahdanau Attention English.vtt 63.9 kB
49 - DEPRECATED Neural Machine Translation with TensorFlow 2/280 - Transformers Theory English.vtt 63.0 kB
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49 - DEPRECATED Neural Machine Translation with TensorFlow 2/281 - Building Transformers with TensorFlow 2 English.vtt 62.2 kB
12 - Human Emotions Detection/57 - Modeling and training English.vtt 61.4 kB
46 - DEPRECATED Object Detection with YOLO/253 - Pascal VOC Dataset English.vtt 61.0 kB
17 - Transformers in Vision/73 - Building VITs from scratch English.vtt 58.5 kB
17 - Transformers in Vision/72 - Understanding VITs English.vtt 58.0 kB
22 - Image generation/110 - Face generation with GANs English.vtt 57.3 kB
4 - Building Convolutional Neural Networks Malaria Diagnosis/25 - How and Why Convolutional Neural Networks work English.vtt 53.2 kB
31 - Sentiment Analysis with Deberta in Huggingface transformers/147 - Data Preparation English.vtt 52.0 kB
40 - Essential Python Programming/182 - Numpy Package English.vtt 51.7 kB
11 - MLOps with Weights and Biases/54 - Dataset Versioning with Weights and Biases and TensorFlow 2 English.vtt 51.6 kB
41 - DEPRECATED Introduction to Machine Learning/202 - Neural Networks Training and Optimization English.vtt 51.5 kB
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46 - DEPRECATED Object Detection with YOLO/254 - Modeling YOLO v1 English.vtt 50.2 kB
42 - DEPRECATED Introduction to TensorFlow 2/218 - Training a Neural Network with TensorFlow English.vtt 48.3 kB
19 - Object Detection with YOLO algorithm/89 - Dataset Preparation English.vtt 48.2 kB
46 - DEPRECATED Object Detection with YOLO/258 - Performance Measurement Mean Average Precision mAP English.vtt 47.1 kB
41 - DEPRECATED Introduction to Machine Learning/188 - Linear Regression English.vtt 46.6 kB
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48 - DEPRECATED People Counting/269 - Dataset Preparation English.vtt 46.1 kB
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35 - Ecommerce search engine with Sentence transformers/155 - Problem Understanding and Sentence Embeddings English.vtt 41.0 kB
44 - DEPRECATED Introduction to Deep NLP with TensorFlow 2/237 - Imdb Dataset Code English.vtt 40.7 kB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/229 - EfficientNet English.vtt 40.0 kB
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41 - DEPRECATED Introduction to Machine Learning/193 - Performance Measurement English.vtt 38.7 kB
50 - DEPRECATED Question Answering with TensorFlow 2/291 - BERT Practice English.vtt 38.5 kB
44 - DEPRECATED Introduction to Deep NLP with TensorFlow 2/238 - Recurrent Neural Networks English.vtt 38.2 kB
51 - DEPRECATED Automatic Speech Recognition/295 - Fourier Transform English.vtt 37.9 kB
41 - DEPRECATED Introduction to Machine Learning/198 - Softmax Regression Training and Optimization English.vtt 37.8 kB
53 - DEPRECATED Image Generative Modeling/309 - Wasserstein GAN English.vtt 37.8 kB
41 - DEPRECATED Introduction to Machine Learning/203 - Neural Networks Training and Optimization Practicals English.vtt 37.7 kB
41 - DEPRECATED Introduction to Machine Learning/189 - Logistic Regression English.vtt 37.0 kB
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19 - Object Detection with YOLO algorithm/92 - Testing English.vtt 36.3 kB
24 - Sentiment Analysis with Recurrent neural networks/121 - 1D Convolutional Neural Network English.vtt 34.7 kB
49 - DEPRECATED Neural Machine Translation with TensorFlow 2/277 - Performance Measurement BLEU Score English.vtt 34.6 kB
26 - Neural Machine Translation with Recurrent Neural Networks/128 - Building training and testing Model English.vtt 34.2 kB
46 - DEPRECATED Object Detection with YOLO/255 - Error Sanctioning English.vtt 33.6 kB
12 - Human Emotions Detection/56 - Data preparation English.vtt 32.8 kB
31 - Sentiment Analysis with Deberta in Huggingface transformers/148 - Buildingtraining and testing model English.vtt 31.6 kB
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7 - Improving Model Performance/40 - Mitigating overfitting and underfitting English.vtt 31.5 kB
49 - DEPRECATED Neural Machine Translation with TensorFlow 2/275 - Sequence to Sequence Models English.vtt 31.5 kB
48 - DEPRECATED People Counting/272 - Data Augmentation English.vtt 31.3 kB
24 - Sentiment Analysis with Recurrent neural networks/118 - Data preparation English.vtt 31.2 kB
21 - People counting/103 - Data augmentation English.vtt 31.2 kB
42 - DEPRECATED Introduction to TensorFlow 2/217 - TensorFlow Basics English.vtt 30.6 kB
33 - Named Entity Relation with Roberta in Huggingface transformers/151 - Problem Understanding and Data Preparation English.vtt 30.6 kB
1 - Introduction/2 - General Introduction English.vtt 30.3 kB
41 - DEPRECATED Introduction to Machine Learning/200 - Neural Networks Modeling English.vtt 30.2 kB
38 - Elon Musk Bot with BlenderBot in Huggingface transformers/162 - Problem Understanding and Data Preparation English.vtt 30.1 kB
41 - DEPRECATED Introduction to Machine Learning/187 - Error Sanctioning Machine Learning Development Life Cycle English.vtt 30.1 kB
18 - Model deployment/79 - Understanding quantization English.vtt 30.0 kB
9 - Advanced Tensorflow Concepts/47 - Custom training loops English.vtt 30.0 kB
36 - Lyrics Generator with GPT2 in Huggingface transformers/159 - Buildingtraining and testing model English.vtt 30.0 kB
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40 - Essential Python Programming/170 - Variables and Basic Operators English.vtt 28.8 kB
7 - Improving Model Performance/37 - Tensorflow Callbacks English.vtt 28.6 kB
25 - Sentiment Analysis with transfer learning/122 - Understanding Word2vec English.vtt 28.3 kB
13 - Modern Convolutional Neural Networks/64 - Mobilenet English.vtt 28.0 kB
53 - DEPRECATED Image Generative Modeling/308 - GAN training and Optimization English.vtt 27.9 kB
51 - DEPRECATED Automatic Speech Recognition/296 - Short Time Fourier Transform English.vtt 27.8 kB
17 - Transformers in Vision/74 - Finetuning Huggingface transformers English.vtt 27.8 kB
44 - DEPRECATED Introduction to Deep NLP with TensorFlow 2/236 - Sentiment Analysis Dataset English.vtt 27.7 kB
3 - Building a Simple Neural Network in Tensorflow/20 - Corrective Measures English.vtt 27.6 kB
19 - Object Detection with YOLO algorithm/91 - Data augmentation English.vtt 27.3 kB
13 - Modern Convolutional Neural Networks/63 - Coding Resnets English.vtt 27.3 kB
41 - DEPRECATED Introduction to Machine Learning/190 - Linear Regression Practice English.vtt 27.2 kB
22 - Image generation/109 - Improving GAN training English.vtt 26.8 kB
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24 - Sentiment Analysis with Recurrent neural networks/119 - Building and training RNNs English.vtt 26.4 kB
41 - DEPRECATED Introduction to Machine Learning/206 - Solving Overfitting and Underfitting English.vtt 26.3 kB
51 - DEPRECATED Automatic Speech Recognition/298 - Speech Transformer English.vtt 26.2 kB
36 - Lyrics Generator with GPT2 in Huggingface transformers/158 - Problem Understanding and Data Preparation English.vtt 26.1 kB
52 - DEPRECATED Image Captioning/303 - Vision Transformers English.vtt 26.0 kB
45 - DEPRECATED Breast Cancer Detection/249 - Training and Performance Measurement English.vtt 25.8 kB
14 - Transfer Learning/66 - Leveraging pretrained models English.vtt 25.8 kB
17 - Transformers in Vision/75 - Model evaluation with wandb English.vtt 25.7 kB
6 - Evaluating Classification Models/34 - PrecisionRecall and Accuracy English.vtt 25.6 kB
27 - Neural Machine Translation with Attention/132 - Building training and testing Bahdanau Attention English.vtt 25.1 kB
9 - Advanced Tensorflow Concepts/45 - Custom Loss and Metrics English.vtt 25.0 kB
15 - Understanding the blackbox/69 - Gradcam method English.vtt 24.6 kB
52 - DEPRECATED Image Captioning/300 - Flickr 30k Dataset English.vtt 24.4 kB
46 - DEPRECATED Object Detection with YOLO/257 - Testing English.vtt 24.4 kB
4 - Building Convolutional Neural Networks Malaria Diagnosis/22 - Data Preparation English.vtt 24.0 kB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/220 - TinyImagenet Preparation English.vtt 23.9 kB
10 - Tensorboard integration/50 - Hyperparameter tuning English.vtt 23.6 kB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/228 - MobileNet English.vtt 23.2 kB
28 - Neural Machine Translation with Transformers/135 - Building Transformers with Custom Attention Layer English.vtt 23.2 kB
40 - Essential Python Programming/172 - Loops English.vtt 23.0 kB
50 - DEPRECATED Question Answering with TensorFlow 2/285 - SQUAD dataset preparation English.vtt 23.0 kB
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22 - Image generation/108 - How GANs work English.vtt 22.7 kB
50 - DEPRECATED Question Answering with TensorFlow 2/284 - SQUAD dataset English.vtt 22.6 kB
51 - DEPRECATED Automatic Speech Recognition/297 - Conv CTC Model English.vtt 22.5 kB
52 - DEPRECATED Image Captioning/302 - Training and Optimization English.vtt 22.5 kB
18 - Model deployment/83 - What is an API English.vtt 22.4 kB
41 - DEPRECATED Introduction to Machine Learning/192 - Optimization English.vtt 22.3 kB
27 - Neural Machine Translation with Attention/131 - Understanding Bahdanau Attention English.vtt 22.1 kB
24 - Sentiment Analysis with Recurrent neural networks/117 - How Recurrent neural networks work English.vtt 22.1 kB
40 - Essential Python Programming/173 - Methods English.vtt 22.0 kB
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15 - Understanding the blackbox/68 - Visualizing intermediate layers English.vtt 21.7 kB
30 - Transfer Learning and Generalized Language Models/142 - Bert English.vtt 21.7 kB
44 - DEPRECATED Introduction to Deep NLP with TensorFlow 2/241 - LSTM English.vtt 21.6 kB
8 - Data augmentation/42 - Mixup Data augmentation with TensorFlow 2 with intergration in tfdata English.vtt 21.4 kB
4 - Building Convolutional Neural Networks Malaria Diagnosis/30 - Loading and Saving Tensorflow Models to Google Drive English.vtt 20.8 kB
32 - Intent Classification with Deberta in Huggingface transformers/149 - Problem Understanding and Data Preparation English.vtt 20.7 kB
12 - Human Emotions Detection/58 - Data augmentation English.vtt 20.6 kB
18 - Model deployment/82 - Conversion to Tensorflow Lite English.vtt 20.5 kB
18 - Model deployment/81 - Quantization aware training English.vtt 20.4 kB
41 - DEPRECATED Introduction to Machine Learning/186 - Model Machine Learning Development Life Cycle English.vtt 20.0 kB
11 - MLOps with Weights and Biases/55 - Model Versioning with Weights and Biases and TensorFlow 2 English.vtt 19.9 kB
5 - Building more advanced Models with Functional API Subclassing and Custom Layers/33 - Custom Layers English.vtt 19.7 kB
7 - Improving Model Performance/38 - Learning rate scheduling English.vtt 19.6 kB
50 - DEPRECATED Question Answering with TensorFlow 2/290 - BERT Model English.vtt 19.6 kB
13 - Modern Convolutional Neural Networks/65 - Efficientnet English.vtt 18.9 kB
2 - Tensors and Variables/6 - Indexing English.vtt 18.9 kB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/226 - InceptionNet English.vtt 18.8 kB
40 - Essential Python Programming/180 - Decorators English.vtt 18.8 kB
23 - Text Preprocessing for Sentiment analysis/113 - Tokenization English.vtt 18.7 kB
49 - DEPRECATED Neural Machine Translation with TensorFlow 2/274 - FreEng Dataset and Task English.vtt 18.6 kB
13 - Modern Convolutional Neural Networks/60 - Alexnet English.vtt 18.5 kB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/233 - Monitoring with TensorBoard English.vtt 18.4 kB
42 - DEPRECATED Introduction to TensorFlow 2/216 - Introduction to TensorFlow English.vtt 18.4 kB
47 - DEPRECATED Semantic Segmentation with UNET/263 - UNET model English.vtt 18.2 kB
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44 - DEPRECATED Introduction to Deep NLP with TensorFlow 2/240 - Embeddings English.vtt 18.1 kB
41 - DEPRECATED Introduction to Machine Learning/212 - Normalization English.vtt 18.1 kB
40 - Essential Python Programming/171 - Conditional Statements English.vtt 18.1 kB
20 - Image segmentation/95 - UNET Model English.vtt 17.9 kB
25 - Sentiment Analysis with transfer learning/125 - Visualizing embeddings English.vtt 17.7 kB
41 - DEPRECATED Introduction to Machine Learning/209 - Weight Initialization English.vtt 17.7 kB
3 - Building a Simple Neural Network in Tensorflow/17 - Training and Optimization English.vtt 17.6 kB
17 - Transformers in Vision/77 - Swin transformers English.vtt 17.4 kB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/227 - ResNet English.vtt 17.4 kB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/232 - Callbacks English.vtt 17.3 kB
3 - Building a Simple Neural Network in Tensorflow/15 - Linear Regression Model English.vtt 17.2 kB
38 - Elon Musk Bot with BlenderBot in Huggingface transformers/163 - Buildingtraining and testing model English.vtt 17.1 kB
41 - DEPRECATED Introduction to Machine Learning/185 - Data Machine Learning Development Life Cycle English.vtt 16.9 kB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/225 - VGGNet English.vtt 16.8 kB
22 - Image generation/105 - Understanding variational autoencoders English.vtt 16.7 kB
47 - DEPRECATED Semantic Segmentation with UNET/266 - Class weighting and reduced network English.vtt 16.7 kB
26 - Neural Machine Translation with Recurrent Neural Networks/130 - Coding BLEU score from scratch English.vtt 16.6 kB
23 - Text Preprocessing for Sentiment analysis/114 - Onehot encoding and Bag of Words English.vtt 16.6 kB
5 - Building more advanced Models with Functional API Subclassing and Custom Layers/32 - Model Subclassing English.vtt 16.5 kB
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23 - Text Preprocessing for Sentiment analysis/112 - Text standardization English.vtt 16.3 kB
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46 - DEPRECATED Object Detection with YOLO/259 - Data Augmentation English.vtt 15.9 kB
44 - DEPRECATED Introduction to Deep NLP with TensorFlow 2/239 - Training and Optimization Evaluation English.vtt 15.9 kB
22 - Image generation/107 - Latent space visualizations English.vtt 15.7 kB
26 - Neural Machine Translation with Recurrent Neural Networks/126 - Understanding Machine Translation English.vtt 15.6 kB
4 - Building Convolutional Neural Networks Malaria Diagnosis/28 - Convnet training English.vtt 15.5 kB
28 - Neural Machine Translation with Transformers/136 - Visualizing Attention scores English.vtt 15.3 kB
40 - Essential Python Programming/174 - Objects and Classes English.vtt 15.3 kB
41 - DEPRECATED Introduction to Machine Learning/184 - Task Machine Learning Development Life Cycle English.vtt 15.1 kB
33 - Named Entity Relation with Roberta in Huggingface transformers/152 - Buildingtraining and testing model English.vtt 15.1 kB
41 - DEPRECATED Introduction to Machine Learning/191 - Logistic Regression Practice English.vtt 14.9 kB
44 - DEPRECATED Introduction to Deep NLP with TensorFlow 2/245 - Word2Vec English.vtt 14.6 kB
9 - Advanced Tensorflow Concepts/46 - Eager and graph modes English.vtt 14.6 kB
25 - Sentiment Analysis with transfer learning/123 - Integrating pretrained Word2vec embeddings English.vtt 14.4 kB
14 - Transfer Learning/67 - Finetuning English.vtt 14.4 kB
44 - DEPRECATED Introduction to Deep NLP with TensorFlow 2/243 - 1D Convolutions English.vtt 14.3 kB
34 - Extractive Question Answering with Longformer in Huggingface transformers/154 - Buildingtraining and testing model English.vtt 14.2 kB
30 - Transfer Learning and Generalized Language Models/139 - Understanding Transfer Learning English.vtt 14.1 kB
45 - DEPRECATED Breast Cancer Detection/247 - Breast Cancer Dataset English.vtt 14.1 kB
2 - Tensors and Variables/9 - Ragged Tensors English.vtt 14.0 kB
18 - Model deployment/85 - Deploy the Emotions Detection API to the Cloud English.vtt 14.0 kB
30 - Transfer Learning and Generalized Language Models/144 - Gpt2 English.vtt 13.4 kB
42 - DEPRECATED Introduction to TensorFlow 2/215 - TensorFlow Installation English.vtt 13.4 kB
16 - Ensembling and class imbalance/71 - Class Imbalance English.vtt 13.1 kB
21 - People counting/99 - People Counting Shangai Tech Dataset English.vtt 13.0 kB
48 - DEPRECATED People Counting/268 - People Counting Shangai Tech Dataset English.vtt 13.0 kB
49 - DEPRECATED Neural Machine Translation with TensorFlow 2/278 - Testing Sequence to Sequence Models English.vtt 12.9 kB
53 - DEPRECATED Image Generative Modeling/306 - Image Generation English.vtt 12.7 kB
54 - DEPRECATED Shipping a Model with Google Cloud Function/313 - Deployment English.vtt 12.6 kB
13 - Modern Convolutional Neural Networks/61 - Vggnet English.vtt 12.6 kB
23 - Text Preprocessing for Sentiment analysis/111 - Understanding sentiment analysis English.vtt 12.5 kB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/231 - Data Augmentation English.vtt 12.4 kB
26 - Neural Machine Translation with Recurrent Neural Networks/129 - Understanding BLEU Score English.vtt 12.3 kB
40 - Essential Python Programming/175 - Operator Overloading English.vtt 12.2 kB
23 - Text Preprocessing for Sentiment analysis/116 - Embeddings English.vtt 12.1 kB
39 - DEPRECATED Introduction/165 - General Introduction English.vtt 12.1 kB
46 - DEPRECATED Object Detection with YOLO/256 - Training and Optimization English.vtt 11.4 kB
40 - Essential Python Programming/177 - Inheritance English.vtt 11.2 kB
32 - Intent Classification with Deberta in Huggingface transformers/150 - Buildingtraining and testing model English.vtt 11.1 kB
6 - Evaluating Classification Models/35 - Confusion Matrix English.vtt 11.1 kB
23 - Text Preprocessing for Sentiment analysis/115 - Term frequency Inverse Document frequency TFIDF English.vtt 10.9 kB
53 - DEPRECATED Image Generative Modeling/307 - GAN Loss English.vtt 10.7 kB
50 - DEPRECATED Question Answering with TensorFlow 2/286 - Context Answer Network English.vtt 10.6 kB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/219 - Tiny Imagenet Dataset English.vtt 10.6 kB
37 - Grammatical Error Correction with T5 in Huggingface transformers/160 - Problem Understanding and Data Preparation English.vtt 10.3 kB
41 - DEPRECATED Introduction to Machine Learning/197 - Softmax Regression Errror Sanctioning English.vtt 10.2 kB
41 - DEPRECATED Introduction to Machine Learning/199 - Softmax Regression Performance Measurement English.vtt 10.1 kB
29 - Sentiment Analysis with Transformers/137 - Sentiment analysis with Transformer encoder English.vtt 10.0 kB
39 - DEPRECATED Introduction/167 - About this Course English.vtt 9.9 kB
40 - Essential Python Programming/181 - Generators English.vtt 9.7 kB
41 - DEPRECATED Introduction to Machine Learning/205 - Neural Networks Validation and testing English.vtt 9.6 kB
45 - DEPRECATED Breast Cancer Detection/250 - Corrective Measures English.vtt 9.5 kB
40 - Essential Python Programming/176 - Method Types English.vtt 9.4 kB
4 - Building Convolutional Neural Networks Malaria Diagnosis/21 - Task understanding English.vtt 9.4 kB
17 - Transformers in Vision/76 - Data efficient transformers English.vtt 9.4 kB
18 - Model deployment/80 - Practical quantization of Onnx English.vtt 9.4 kB
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30 - Transfer Learning and Generalized Language Models/146 - T5 English.vtt 9.3 kB
41 - DEPRECATED Introduction to Machine Learning/194 - Validation and Testing English.vtt 9.2 kB
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43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/224 - Reducing overfitting English.vtt 8.8 kB
39 - DEPRECATED Introduction/166 - Applications of Deep Learning English.vtt 8.8 kB
51 - DEPRECATED Automatic Speech Recognition/294 - LJ Speech Dataset English.vtt 8.8 kB
7 - Improving Model Performance/39 - Model checkpointing English.vtt 8.7 kB
48 - DEPRECATED People Counting/270 - CSRNET English.vtt 8.7 kB
4 - Building Convolutional Neural Networks Malaria Diagnosis/27 - Binary Crossentropy loss English.vtt 8.7 kB
54 - DEPRECATED Shipping a Model with Google Cloud Function/312 - Model Preparation English.vtt 8.5 kB
21 - People counting/101 - CSRNET English.vtt 8.5 kB
2 - Tensors and Variables/12 - Tensorflow Variables English.vtt 8.4 kB
25 - Sentiment Analysis with transfer learning/124 - Testing English.vtt 8.4 kB
47 - DEPRECATED Semantic Segmentation with UNET/262 - Image Segmentation Oxford IIIT Pet Dataset English.vtt 8.4 kB
20 - Image segmentation/94 - Image Segmentation Oxford IIIT Pet Dataset English.vtt 8.4 kB
53 - DEPRECATED Image Generative Modeling/305 - Introduction to Generative Modeling English.vtt 8.1 kB
37 - Grammatical Error Correction with T5 in Huggingface transformers/161 - Buildingtraining and testing model English.vtt 8.1 kB
41 - DEPRECATED Introduction to Machine Learning/196 - Softmax Regression Modeling English.vtt 7.7 kB
19 - Object Detection with YOLO algorithm/87 - Understanding object detection English.vtt 7.5 kB
4 - Building Convolutional Neural Networks Malaria Diagnosis/26 - Building Convnets in Tensorflow English.vtt 7.5 kB
46 - DEPRECATED Object Detection with YOLO/252 - Object Detection English.vtt 7.4 kB
2 - Tensors and Variables/4 - Tensor Basics English.vtt 7.4 kB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/222 - Error Sanctioning English.vtt 7.1 kB
48 - DEPRECATED People Counting/271 - Training and Optimization English.vtt 6.9 kB
52 - DEPRECATED Image Captioning/301 - CNN Transformer Model English.vtt 6.9 kB
21 - People counting/102 - Training and optimization English.vtt 6.9 kB
50 - DEPRECATED Question Answering with TensorFlow 2/287 - Training and Optimization English.vtt 6.2 kB
19 - Object Detection with YOLO algorithm/90 - YOLO Resnet English.vtt 6.2 kB
4 - Building Convolutional Neural Networks Malaria Diagnosis/29 - Model evaluation and testing English.vtt 6.1 kB
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44 - DEPRECATED Introduction to Deep NLP with TensorFlow 2/244 - Bidirectional RNNs English.vtt 6.0 kB
45 - DEPRECATED Breast Cancer Detection/251 - Plant Disease Project English.vtt 5.9 kB
20 - Image segmentation/96 - Training and optimization English.vtt 5.7 kB
41 - DEPRECATED Introduction to Machine Learning/195 - Softmax Regression Data English.vtt 5.7 kB
44 - DEPRECATED Introduction to Deep NLP with TensorFlow 2/242 - GRU English.vtt 5.6 kB
47 - DEPRECATED Semantic Segmentation with UNET/264 - Training and Optimization English.vtt 5.6 kB
19 - Object Detection with YOLO algorithm/93 - Data generators English.vtt 5.3 kB
30 - Transfer Learning and Generalized Language Models/143 - Albert English.vtt 5.3 kB
41 - DEPRECATED Introduction to Machine Learning/210 - Data Imbalance English.vtt 5.3 kB
54 - DEPRECATED Shipping a Model with Google Cloud Function/311 - Introduction English.vtt 5.3 kB
30 - Transfer Learning and Generalized Language Models/140 - Ulmfit English.vtt 5.2 kB
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20 - Image segmentation/97 - Data augmentation and dropout English.vtt 5.0 kB
40 - Essential Python Programming/183 - Matplotlib Introduction English.vtt 5.0 kB
47 - DEPRECATED Semantic Segmentation with UNET/265 - Data Augmentation and Dropout English.vtt 4.9 kB
43 - DEPRECATED Introduction to Deep Computer Vision with TensorFlow 2/235 - ConvNet Project 2 English.vtt 4.7 kB
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40 - Essential Python Programming/169 - Python Installation English.vtt 4.4 kB
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41 - DEPRECATED Introduction to Machine Learning/213 - Hyperparameter tuning English.vtt 3.4 kB
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1 - Introduction/1 - Welcome English.vtt 3.2 kB
3 - Building a Simple Neural Network in Tensorflow/18 - Performance Measurement English.vtt 3.1 kB
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