Packt Hands-On Keras for Machine Learning Engineers-XQZT

Another exquisit release
Packt.Hands-On.Keras.for.Machine.Learning.Engineers-XQZT
     Title: Hands-On Keras for Machine Learning Engineers
 Publisher: Packt
  Category: Data
      Size: 6583M
     Files: 12F
      Date: 2021-11-19
  Course #: 9781803232522
 Published: Packt
   Updated: N/A
       URL: https://www.packtpub.com/video/data/9781803232522
    Author: Mike West
  Duration: 2 hours 17 minutes
 Exer/Code: [X]
Installation:
Unpack that shit, run that shit
Description:
Learn to design and build deep learning models with Keras

274M	01.01-introduction.mkv
125M	01.02-what_youll_learn_in_this_course.mkv
66M	01.03-is_this_course_right_for_you.mkv
11M	01.04-what_is_keras.mkv
194M	02.01-theano.mkv
17M	02.02-tensorflow.mkv
179M	02.03-artificial_neural_network_anatomy.mkv
4.6M	02.04-deep_learning.mkv
26M	02.05-keras_life_cycle.mkv
18M	02.06-keras_code_anatomy.mkv
75M	02.07-demo_case_study_on_pima_indian_diabetes_dataset_load_data.mkv
34M	02.08-demo_case_study_on_pima_indian_diabetes_dataset_define_and_compile.mkv
27M	02.09-demo_case_study_on_pima_indian_diabetes_dataset_fit_and_evaluate.mkv
209M	02.10-performance_evaluation_on_neural_networks.mkv
74M	02.11-demo_case_study_on_data_segmentation.mkv
157M	02.12-scikit-learn_for_general_machine_learning.mkv
24M	02.13-evaluate_models_with_cross-validation.mkv
60M	02.14-grid_search_deep_learning_model_parameters.mkv
191M	02.15-demo_case_study_on_multiclass_classification.mkv
66M	02.16-demo_case_study_on_multiclass_classification_part_2.mkv
185M	02.17-demo_case_study_on_binary_classification.mkv
42M	02.18-demo_case_study_on_binary_classification_part_2.mkv
27M	02.19-demo_case_study_on_binary_classification_part_3.mkv
47M	02.20-demo_case_study_on_binary_classification_part_4.mkv
124M	02.21-demo_case_study_on_regression.mkv
42M	02.22-demo_case_study_on_regression_part_2.mkv
42M	02.23-demo_case_study_on_regression_part_3.mkv
92M	03.01-model_serialization.mkv
30M	03.02-save_neural_network_to_json.mkv
29M	03.03-save_neural_network_to_yaml.mkv
107M	03.04-demo_case_study_on_checkpointing.mkv
18M	03.05-demo_case_study_on_checkpointing_part_2.mkv
179M	03.06-plotting_history.mkv
14M	03.07-visualize_model_training_history_in_keras.mkv
182M	03.08-demo_case_study_on_dropping_out.mkv
103M	03.09-demo_case_study_on_dropping_out_part_2.mkv
12M	03.10-dropout_tips.mkv
313M	03.11-learning_rate_defined.mkv
198M	03.12-configure_learning_rate.mkv
156M	03.13-demo_case_study_on_learning_rates.mkv
14M	03.14-demo_case_study_on_learning_rates_part_2.mkv
19M	03.15-demo_case_study_on_learning_rates_part_3.mkv
349M	04.01-convolutional_neural_networks.mkv
105M	04.02-demo_case_study_on_handwritten_digit_recognition.mkv
47M	04.03-demo_case_study_handwritten_digit_recognition_part_2.mkv
42M	04.04-demo_case_study_on_handwritten_digit_recognition_part_3.mkv
24M	04.05-demo_case_study_on_handwritten_digit_recognition_part_4.mkv
372M	04.06-image_augmentation.mkv
21M	04.07-demo_case_study_on_image_augmentation.mkv
48M	04.08-demo_case_study_on_image_augmentation_part_2.mkv
3.9M	04.09-image_augmentation_tips.mkv
312M	04.10-object_recognition.mkv
38M	04.11-demo_case_study_on_object_recognition.mkv
4.0M	04.12-improving_model_performance.mkv
236M	04.13-sentiment_analysis_in_keras.mkv
8.4M	04.14-imdb_dataset_properties.mkv
9.0M	04.15-word_embedding_defined.mkv
36M	04.16-demo_case_study_on_word_embedding.mkv
32M	04.17-demo_case_study_on_word_embedding_part_2.mkv
276M	05.01-recurrent_neural_networks.mkv
87M	05.02-demo_case_study_on_time_series_prediction.mkv
52M	05.03-demo_case_study_on_time_series_prediction_part_2.mkv
20M	05.04-demo_case_study_on_time_series_prediction_part_3.mkv
154M	05.05-demo_case_study_on_time_series_prediction_with_lstm.mkv
180M	05.06-demo_case_study_on_time_series_prediction_with_lstm_part_2.mkv
54M	05.07-demo_case_study_on_time_series_prediction_with_lstm_part_3.mkv
93M	05.08-demo_case_study_on_sequence_classification.mkv
24M	05.09-demo_case_study_on_sequence_classification_part_2.mkv
192K	9781803232522_Code.zip
6.3G	total