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

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Size

Get Bonus Downloads Here.url

183 B

~Get Your Files Here !/1. Introduction/1. Welcome to the course.mp4

21 MB

~Get Your Files Here !/1. Introduction/1. Welcome to the course.srt

3.1 kB

~Get Your Files Here !/1. Introduction/2. Introduction to Neural Networks and Course flow.mp4

29 MB

~Get Your Files Here !/1. Introduction/2. Introduction to Neural Networks and Course flow.srt

4.6 kB

~Get Your Files Here !/1. Introduction/3. Course Resources.html

319 B

~Get Your Files Here !/1. Introduction/4. This is a milestone!.mp4

21 MB

~Get Your Files Here !/1. Introduction/4. This is a milestone!.srt

3.8 kB

~Get Your Files Here !/10. Python - Building and training the Model/1. Different ways to create ANN using Keras.mp4

11 MB

~Get Your Files Here !/10. Python - Building and training the Model/1. Different ways to create ANN using Keras.srt

1.9 kB

~Get Your Files Here !/10. Python - Building and training the Model/2. Building the Neural Network using Keras.mp4

79 MB

~Get Your Files Here !/10. Python - Building and training the Model/2. Building the Neural Network using Keras.srt

12 kB

~Get Your Files Here !/10. Python - Building and training the Model/3. Compiling and Training the Neural Network model.mp4

82 MB

~Get Your Files Here !/10. Python - Building and training the Model/3. Compiling and Training the Neural Network model.srt

9.6 kB

~Get Your Files Here !/10. Python - Building and training the Model/4. Evaluating performance and Predicting using Keras.mp4

70 MB

~Get Your Files Here !/10. Python - Building and training the Model/4. Evaluating performance and Predicting using Keras.srt

9.0 kB

~Get Your Files Here !/11. Python - Solving a Regression problem using ANN/1. Building Neural Network for Regression Problem.mp4

156 MB

~Get Your Files Here !/11. Python - Solving a Regression problem using ANN/1. Building Neural Network for Regression Problem.srt

22 kB

~Get Your Files Here !/12. Complex ANN Architectures using Functional API/1. Using Functional API for complex architectures.mp4

92 MB

~Get Your Files Here !/12. Complex ANN Architectures using Functional API/1. Using Functional API for complex architectures.srt

12 kB

~Get Your Files Here !/13. Saving and Restoring Models/1. Saving - Restoring Models and Using Callbacks.mp4

152 MB

~Get Your Files Here !/13. Saving and Restoring Models/1. Saving - Restoring Models and Using Callbacks.srt

19 kB

~Get Your Files Here !/14. Hyperparameter Tuning/1. Hyperparameter Tuning.mp4

61 MB

~Get Your Files Here !/14. Hyperparameter Tuning/1. Hyperparameter Tuning.srt

9.4 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/1. Gathering Business Knowledge.mp4

22 MB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/1. Gathering Business Knowledge.srt

3.9 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/10. Missing Value Imputation.mp4

25 MB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/10. Missing Value Imputation.srt

4.1 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/11. Missing Value Imputation in Python.mp4

23 MB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/11. Missing Value Imputation in Python.srt

4.1 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/12. Seasonality in Data.mp4

17 MB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/12. Seasonality in Data.srt

3.8 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/13. Bi-variate analysis and Variable transformation.mp4

100 MB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/13. Bi-variate analysis and Variable transformation.srt

18 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/14. Variable transformation and deletion in Python.mp4

44 MB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/14. Variable transformation and deletion in Python.srt

7.5 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/15. Non-usable variables.mp4

20 MB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/15. Non-usable variables.srt

5.4 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/16. Dummy variable creation Handling qualitative data.mp4

37 MB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/16. Dummy variable creation Handling qualitative data.srt

4.9 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/17. Dummy variable creation in Python.mp4

26 MB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/17. Dummy variable creation in Python.srt

5.5 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/18. Correlation Analysis.mp4

72 MB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/18. Correlation Analysis.srt

11 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/19. Correlation Analysis in Python.mp4

55 MB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/19. Correlation Analysis in Python.srt

6.6 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/2. Data Exploration.mp4

20 MB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/2. Data Exploration.srt

3.6 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/3. The Dataset and the Data Dictionary.mp4

69 MB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/3. The Dataset and the Data Dictionary.srt

7.8 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/4. Add-on Resources.html

131 B

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/5. Importing Data in Python.mp4

28 MB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/5. Importing Data in Python.srt

5.6 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/6. Univariate analysis and EDD.mp4

24 MB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/6. Univariate analysis and EDD.srt

3.4 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/7. EDD in Python.mp4

62 MB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/7. EDD in Python.srt

10 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/8. Outlier Treatment.mp4

24 MB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/8. Outlier Treatment.srt

4.5 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/9. Outlier Treatment in Python.mp4

70 MB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/9. Outlier Treatment in Python.srt

13 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/00_Introduction_01.pdf

792 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/01_01_Lecture_TypesOfData.pdf

178 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/01_02_Lecture_TypesOfStatistics.pdf

172 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/01_03_Lecture_DataSummaryandGraph.pdf

318 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/01_04_Lecture_Centers.pdf

313 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/01_05_Lecture_Dispersion.pdf

211 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/03_01_PDE_Business_knowledge.pdf

154 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/03_02_PDE_Data_exploration.pdf

323 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/03_03_PDE_Raw_Data_Analysis_Uni.pdf

332 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/03_04_PDE_Univariate_Analysis_Uni.pdf

333 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/04_05_PDE_Missing_value.pdf

316 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/04_06_PDE_Outlier_Treatment.pdf

355 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/04_07_PDE_Seasonality.pdf

364 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/04_07_Variable_Transformation.pdf

456 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/04_08_PDE_Non_Usable_var.pdf

138 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/04_09_Variable Transformation.pdf

456 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/04_10_Correlation.pdf

257 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/04_11_Dummy_Var.pdf

163 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_01_Intro.pdf

239 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_02_Simple_lin_reg.pdf

285 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_03_Simple_lin_reg_Accuracy.pdf

333 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_04_F.pdf

220 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_04_Multiple_lin_reg.pdf

220 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_05_F_stat.pdf

328 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_06_Cat_var.pdf

156 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_07_Heteroscedasticity.pdf

192 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_09_Other_lin_model.pdf

156 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_10_Shrinkage_methods.pdf

198 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_10_Subset_Selection.pdf

198 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_11_Shrinkage_methods.pdf

188 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_12_Test_Train.pdf

239 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/05_13_Bias_Var_tradeoff.pdf

202 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/Code/Multiple_linear.ipynb

323 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/Code/Python_CrashC1.ipynb

30 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/Code/Python_cc2.ipynb

170 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/Code/Simple_linear.ipynb

300 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/Customer.csv

64 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/Data/House_Price.csv

54 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/Data/Movie_collection_test.csv

12 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/Data/Movie_collection_train.csv

43 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/Data/Product.txt

140 kB

~Get Your Files Here !/15. Add-on 1 Data Preprocessing/Files/Lecture_machineLearning.pdf

992 kB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/1. The Problem Statement.mp4

9.4 MB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/1. The Problem Statement.srt

1.6 kB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/10. Test-train split.mp4

42 MB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/10. Test-train split.srt

10 kB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/11. Bias Variance trade-off.mp4

25 MB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/11. Bias Variance trade-off.srt

6.4 kB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/12. Test train split in Python.mp4

45 MB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/12. Test train split in Python.srt

8.1 kB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/2. Basic Equations and Ordinary Least Squares (OLS) method.mp4

43 MB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/2. Basic Equations and Ordinary Least Squares (OLS) method.srt

9.9 kB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/3. Assessing accuracy of predicted coefficients.mp4

92 MB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/3. Assessing accuracy of predicted coefficients.srt

16 kB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/4. Assessing Model Accuracy RSE and R squared.mp4

44 MB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/4. Assessing Model Accuracy RSE and R squared.srt

8.0 kB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/5. Simple Linear Regression in Python.mp4

63 MB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/5. Simple Linear Regression in Python.srt

11 kB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/6. Multiple Linear Regression.mp4

34 MB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/6. Multiple Linear Regression.srt

5.7 kB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/7. The F - statistic.mp4

56 MB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/7. The F - statistic.srt

9.0 kB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/8. Interpreting results of Categorical variables.mp4

22 MB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/8. Interpreting results of Categorical variables.srt

5.3 kB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/9. Multiple Linear Regression in Python.mp4

70 MB

~Get Your Files Here !/16. Add-on 2 Classic ML models - Linear Regression/9. Multiple Linear Regression in Python.srt

12 kB

~Get Your Files Here !/17. Practice Assignment/1. Neural Networks Classification Assignment.html

213 B

~Get Your Files Here !/18. Bonus Section/1. The final milestone!.mp4

12 MB

~Get Your Files Here !/18. Bonus Section/1. The final milestone!.srt

1.7 kB

~Get Your Files Here !/18. Bonus Section/2. Congratulations & About your certificate.html

1.6 kB

~Get Your Files Here !/2. Setting up Python and Jupyter Notebook/1. Installing Python and Anaconda.mp4

16 MB

~Get Your Files Here !/2. Setting up Python and Jupyter Notebook/1. Installing Python and Anaconda.srt

2.6 kB

~Get Your Files Here !/2. Setting up Python and Jupyter Notebook/2. Opening Jupyter Notebook.mp4

65 MB

~Get Your Files Here !/2. Setting up Python and Jupyter Notebook/2. Opening Jupyter Notebook.srt

9.1 kB

~Get Your Files Here !/2. Setting up Python and Jupyter Notebook/3. Introduction to Jupyter.mp4

41 MB

~Get Your Files Here !/2. Setting up Python and Jupyter Notebook/3. Introduction to Jupyter.srt

12 kB

~Get Your Files Here !/2. Setting up Python and Jupyter Notebook/4. Arithmetic operators in Python Python Basics.mp4

13 MB

~Get Your Files Here !/2. Setting up Python and Jupyter Notebook/4. Arithmetic operators in Python Python Basics.srt

4.0 kB

~Get Your Files Here !/2. Setting up Python and Jupyter Notebook/5. Strings in Python Python Basics.mp4

64 MB

~Get Your Files Here !/2. Setting up Python and Jupyter Notebook/5. Strings in Python Python Basics.srt

16 kB

~Get Your Files Here !/2. Setting up Python and Jupyter Notebook/6. Lists, Tuples and Directories Python Basics.mp4

60 MB

~Get Your Files Here !/2. Setting up Python and Jupyter Notebook/6. Lists, Tuples and Directories Python Basics.srt

17 kB

~Get Your Files Here !/2. Setting up Python and Jupyter Notebook/7. Working with Numpy Library of Python.mp4

44 MB

~Get Your Files Here !/2. Setting up Python and Jupyter Notebook/7. Working with Numpy Library of Python.srt

10 kB

~Get Your Files Here !/2. Setting up Python and Jupyter Notebook/8. Working with Pandas Library of Python.mp4

47 MB

~Get Your Files Here !/2. Setting up Python and Jupyter Notebook/8. Working with Pandas Library of Python.srt

8.2 kB

~Get Your Files Here !/2. Setting up Python and Jupyter Notebook/9. Working with Seaborn Library of Python.mp4

40 MB

~Get Your Files Here !/2. Setting up Python and Jupyter Notebook/9. Working with Seaborn Library of Python.srt

7.5 kB

~Get Your Files Here !/3. Single Cells - Perceptron and Sigmoid Neuron/1. Perceptron.mp4

45 MB

~Get Your Files Here !/3. Single Cells - Perceptron and Sigmoid Neuron/1. Perceptron.srt

9.7 kB

~Get Your Files Here !/3. Single Cells - Perceptron and Sigmoid Neuron/2. Activation Functions.mp4

35 MB

~Get Your Files Here !/3. Single Cells - Perceptron and Sigmoid Neuron/2. Activation Functions.srt

7.9 kB

~Get Your Files Here !/3. Single Cells - Perceptron and Sigmoid Neuron/3. Python - Creating Perceptron model.mp4

87 MB

~Get Your Files Here !/3. Single Cells - Perceptron and Sigmoid Neuron/3. Python - Creating Perceptron model.srt

14 kB

~Get Your Files Here !/4. Neural Networks - Stacking cells to create network/1. Basic Terminologies.mp4

40 MB

~Get Your Files Here !/4. Neural Networks - Stacking cells to create network/1. Basic Terminologies.srt

9.5 kB

~Get Your Files Here !/4. Neural Networks - Stacking cells to create network/2. Gradient Descent.mp4

60 MB

~Get Your Files Here !/4. Neural Networks - Stacking cells to create network/2. Gradient Descent.srt

12 kB

~Get Your Files Here !/4. Neural Networks - Stacking cells to create network/3. Back Propagation.mp4

122 MB

~Get Your Files Here !/4. Neural Networks - Stacking cells to create network/3. Back Propagation.srt

23 kB

~Get Your Files Here !/5. Important concepts Common Interview questions/1. Some Important Concepts.mp4

62 MB

~Get Your Files Here !/5. Important concepts Common Interview questions/1. Some Important Concepts.srt

13 kB

~Get Your Files Here !/5. Important concepts Common Interview questions/2. Quiz.html

209 B

~Get Your Files Here !/6. Standard Model Parameters/1. Hyperparameters.mp4

45 MB

~Get Your Files Here !/6. Standard Model Parameters/1. Hyperparameters.srt

8.9 kB

~Get Your Files Here !/6. Standard Model Parameters/2. Quiz.html

209 B

~Get Your Files Here !/7. Practice Test/1. Test your conceptual understanding.html

209 B

~Get Your Files Here !/8. Tensorflow and Keras/1. Keras and Tensorflow.mp4

15 MB

~Get Your Files Here !/8. Tensorflow and Keras/1. Keras and Tensorflow.srt

3.6 kB

~Get Your Files Here !/8. Tensorflow and Keras/2. Installing Tensorflow and Keras.mp4

20 MB

~Get Your Files Here !/8. Tensorflow and Keras/2. Installing Tensorflow and Keras.srt

3.8 kB

~Get Your Files Here !/9. Python - Dataset for classification problem/1. Dataset for classification.mp4

56 MB

~Get Your Files Here !/9. Python - Dataset for classification problem/1. Dataset for classification.srt

7.2 kB

~Get Your Files Here !/9. Python - Dataset for classification problem/2. Normalization and Test-Train split.mp4

44 MB

~Get Your Files Here !/9. Python - Dataset for classification problem/2. Normalization and Test-Train split.srt

5.7 kB

~Get Your Files Here !/9. Python - Dataset for classification problem/3. More about test-train split.html

559 B

~Get Your Files Here !/Bonus Resources.txt

357 B

~Get Your Files Here !/MyBlogs.pdf

310 kB