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[ FreeCourseWeb Com ] Udemy - Neural Networks in Python - Deep Learning for Beginners

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Title: Udemy - Neural Networks in PythonGroup: NOGRPSource: Udemy
Info Hash
2DCC5B2BE751CCEACA1490AD26D425CEC54531EE
Source
Unverified
Total Size
3.03 GB
Total Files
100
Seeders
0
Leechers
1
Health
Score
1
Type
Bookware

File List

FileSize
Get Bonus Downloads Here.url183 B
~Get Your Files Here !/1. Introduction/1. Welcome to the course.mp421.42 MB
~Get Your Files Here !/1. Introduction/1. Welcome to the course.srt3.15 KB
~Get Your Files Here !/1. Introduction/2. Introduction to Neural Networks and Course flow.mp429.07 MB
~Get Your Files Here !/1. Introduction/2. Introduction to Neural Networks and Course flow.srt4.6 KB
~Get Your Files Here !/1. Introduction/3. Course Resources.html319 B
~Get Your Files Here !/1. Introduction/4. This is a milestone!.mp420.68 MB
~Get Your Files Here !/1. Introduction/4. This is a milestone!.srt3.78 KB
~Get Your Files Here !/10. Python - Building and training the Model/1. Different ways to create ANN using Keras.mp410.8 MB
~Get Your Files Here !/10. Python - Building and training the Model/1. Different ways to create ANN using Keras.srt1.87 KB
~Get Your Files Here !/10. Python - Building and training the Model/2. Building the Neural Network using Keras.mp479.14 MB
~Get Your Files Here !/10. Python - Building and training the Model/2. Building the Neural Network using Keras.srt11.96 KB
~Get Your Files Here !/10. Python - Building and training the Model/3. Compiling and Training the Neural Network model.mp481.71 MB
~Get Your Files Here !/10. Python - Building and training the Model/3. Compiling and Training the Neural Network model.srt9.59 KB
~Get Your Files Here !/10. Python - Building and training the Model/4. Evaluating performance and Predicting using Keras.mp469.92 MB
~Get Your Files Here !/10. Python - Building and training the Model/4. Evaluating performance and Predicting using Keras.srt9.02 KB
~Get Your Files Here !/11. Python - Solving a Regression problem using ANN/1. Building Neural Network for Regression Problem.mp4155.87 MB
~Get Your Files Here !/11. Python - Solving a Regression problem using ANN/1. Building Neural Network for Regression Problem.srt21.71 KB
~Get Your Files Here !/12. Complex ANN Architectures using Functional API/1. Using Functional API for complex architectures.mp492.12 MB
~Get Your Files Here !/12. Complex ANN Architectures using Functional API/1. Using Functional API for complex architectures.srt11.5 KB
~Get Your Files Here !/13. Saving and Restoring Models/1. Saving - Restoring Models and Using Callbacks.mp4151.58 MB
~Get Your Files Here !/13. Saving and Restoring Models/1. Saving - Restoring Models and Using Callbacks.srt18.79 KB
~Get Your Files Here !/14. Hyperparameter Tuning/1. Hyperparameter Tuning.mp460.63 MB
~Get Your Files Here !/14. Hyperparameter Tuning/1. Hyperparameter Tuning.srt9.43 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/1. Gathering Business Knowledge.mp422.28 MB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/1. Gathering Business Knowledge.srt3.9 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/10. Missing Value Imputation.mp425.01 MB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/10. Missing Value Imputation.srt4.08 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/11. Missing Value Imputation in Python.mp423.42 MB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/11. Missing Value Imputation in Python.srt4.06 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/12. Seasonality in Data.mp417.02 MB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/12. Seasonality in Data.srt3.78 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/13. Bi-variate analysis and Variable transformation.mp4100.42 MB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/13. Bi-variate analysis and Variable transformation.srt18.29 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/14. Variable transformation and deletion in Python.mp444.08 MB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/14. Variable transformation and deletion in Python.srt7.54 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/15. Non-usable variables.mp420.24 MB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/15. Non-usable variables.srt5.39 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/16. Dummy variable creation Handling qualitative data.mp436.83 MB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/16. Dummy variable creation Handling qualitative data.srt4.86 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/17. Dummy variable creation in Python.mp426.53 MB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/17. Dummy variable creation in Python.srt5.51 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/18. Correlation Analysis.mp471.59 MB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/18. Correlation Analysis.srt11.04 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/19. Correlation Analysis in Python.mp455.31 MB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/19. Correlation Analysis in Python.srt6.55 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/2. Data Exploration.mp420.51 MB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/2. Data Exploration.srt3.6 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/3. The Dataset and the Data Dictionary.mp469.38 MB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/3. The Dataset and the Data Dictionary.srt7.82 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/4. Add-on Resources.html131 B
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/5. Importing Data in Python.mp427.83 MB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/5. Importing Data in Python.srt5.58 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/6. Univariate analysis and EDD.mp424.19 MB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/6. Univariate analysis and EDD.srt3.44 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/7. EDD in Python.mp461.78 MB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/7. EDD in Python.srt10.36 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/8. Outlier Treatment.mp424.48 MB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/8. Outlier Treatment.srt4.46 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/9. Outlier Treatment in Python.mp470.23 MB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/9. Outlier Treatment in Python.srt13 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/00_Introduction_01.pdf791.49 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/01_01_Lecture_TypesOfData.pdf177.74 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/01_02_Lecture_TypesOfStatistics.pdf171.73 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/01_03_Lecture_DataSummaryandGraph.pdf317.85 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/01_04_Lecture_Centers.pdf312.98 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/01_05_Lecture_Dispersion.pdf210.55 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/03_01_PDE_Business_knowledge.pdf153.94 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/03_02_PDE_Data_exploration.pdf322.91 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/03_03_PDE_Raw_Data_Analysis_Uni.pdf331.98 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/03_04_PDE_Univariate_Analysis_Uni.pdf333.39 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/04_05_PDE_Missing_value.pdf315.68 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/04_06_PDE_Outlier_Treatment.pdf355.14 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/04_07_PDE_Seasonality.pdf364.09 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/04_07_Variable_Transformation.pdf456.15 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/04_08_PDE_Non_Usable_var.pdf138.35 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/04_09_Variable Transformation.pdf456.23 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/04_10_Correlation.pdf256.91 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/04_11_Dummy_Var.pdf162.97 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_01_Intro.pdf239.32 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_02_Simple_lin_reg.pdf284.77 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_03_Simple_lin_reg_Accuracy.pdf332.72 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_04_F.pdf219.79 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_04_Multiple_lin_reg.pdf219.79 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_05_F_stat.pdf328.48 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_06_Cat_var.pdf155.49 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_07_Heteroscedasticity.pdf192.25 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_09_Other_lin_model.pdf156.51 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_10_Shrinkage_methods.pdf198.52 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_10_Subset_Selection.pdf198.52 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_11_Shrinkage_methods.pdf188.11 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_12_Test_Train.pdf238.78 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_13_Bias_Var_tradeoff.pdf202.38 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/Code/Multiple_linear.ipynb323.06 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/Code/Python_CrashC1.ipynb29.56 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/Code/Python_cc2.ipynb169.51 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/Code/Simple_linear.ipynb299.95 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/Customer.csv64.02 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/Data/House_Price.csv53.49 KB
~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/Data/Movie_collection_test.csv11.72 KB

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