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0. Websites you may like/[CourseClub.Me].url 122 B
0. Websites you may like/[FreeCourseSite.com].url 127 B
0. Websites you may like/[GigaCourse.Com].url 49 B
1 - Introduction/1 - Welcome to the course English.vtt 2.93 KB
1 - Introduction/1 - Welcome to the course.mp4 21.21 MB
1 - Introduction/2 - Introduction to Neural Networks and Course flow English.vtt 4.35 KB
1 - Introduction/2 - Introduction to Neural Networks and Course flow.mp4 29.07 MB
1 - Introduction/3 - Course Resources.html 345 B
1 - Introduction/4 - This is a milestone English.vtt 3.45 KB
1 - Introduction/4 - This is a milestone.mp4 20.64 MB
10 - R Building and training the Model/24 - BuildingCompiling and Training English.vtt 14.52 KB
10 - R Building and training the Model/24 - BuildingCompiling and Training.mp4 130.69 MB
10 - R Building and training the Model/25 - Evaluating and Predicting English.vtt 9.05 KB
10 - R Building and training the Model/25 - Evaluating and Predicting.mp4 99.23 MB
11 - The NeuralNets Package/26 - ANN with NeuralNets Package English.vtt 7.54 KB
11 - The NeuralNets Package/26 - ANN with NeuralNets Package.mp4 84.45 MB
12 - R Complex ANN Architectures using Functional API/27 - Building Regression Model with Functional AP English.vtt 12.17 KB
12 - R Complex ANN Architectures using Functional API/27 - Building Regression Model with Functional AP.mp4 131.11 MB
12 - R Complex ANN Architectures using Functional API/28 - Complex Architectures using Functional API English.vtt 7.93 KB
12 - R Complex ANN Architectures using Functional API/28 - Complex Architectures using Functional API.mp4 79.6 MB
13 - Saving and Restoring Models/29 - Saving Restoring Models and Using Callbacks English.vtt 19.26 KB
13 - Saving and Restoring Models/29 - Saving Restoring Models and Using Callbacks.mp4 216.11 MB
14 - Hyperparameter Tuning/30 - Hyperparameter Tuning English.vtt 8.93 KB
14 - Hyperparameter Tuning/30 - Hyperparameter Tuning.mp4 60.6 MB
15 - Addon 1 Data Preprocessing/31 - Gathering Business Knowledge English.vtt 3.54 KB
15 - Addon 1 Data Preprocessing/31 - Gathering Business Knowledge.mp4 14.54 MB
15 - Addon 1 Data Preprocessing/32 - Data Exploration English.vtt 3.37 KB
15 - Addon 1 Data Preprocessing/32 - Data Exploration.mp4 20.12 MB
15 - Addon 1 Data Preprocessing/33 - The Data and the Data Dictionary English.vtt 7.38 KB
15 - Addon 1 Data Preprocessing/33 - The Data and the Data Dictionary.mp4 69.3 MB
15 - Addon 1 Data Preprocessing/34 - Importing the dataset into R English.vtt 2.46 KB
15 - Addon 1 Data Preprocessing/34 - Importing the dataset into R.mp4 13.1 MB
15 - Addon 1 Data Preprocessing/35 - Univariate Analysis and EDD English.vtt 3.27 KB
15 - Addon 1 Data Preprocessing/35 - Univariate Analysis and EDD.mp4 24.2 MB
15 - Addon 1 Data Preprocessing/36 - EDD in R English.vtt 11.58 KB
15 - Addon 1 Data Preprocessing/36 - EDD in R.mp4 96.98 MB
15 - Addon 1 Data Preprocessing/37 - Outlier Treatment English.vtt 4.39 KB
15 - Addon 1 Data Preprocessing/37 - Outlier Treatment.mp4 24.47 MB
15 - Addon 1 Data Preprocessing/38 - Outlier Treatment in R English.vtt 4.16 KB
15 - Addon 1 Data Preprocessing/38 - Outlier Treatment in R.mp4 30.73 MB
15 - Addon 1 Data Preprocessing/39 - Missing Value imputation English.vtt 3.73 KB
15 - Addon 1 Data Preprocessing/39 - Missing Value imputation.mp4 24.99 MB
15 - Addon 1 Data Preprocessing/40 - Missing Value imputation in R English.vtt 3.48 KB
15 - Addon 1 Data Preprocessing/40 - Missing Value imputation in R.mp4 26 MB
15 - Addon 1 Data Preprocessing/41 - Seasonality in Data English.vtt 3.54 KB
15 - Addon 1 Data Preprocessing/41 - Seasonality in Data.mp4 17.03 MB
15 - Addon 1 Data Preprocessing/42 - Bivariate Analysis and Variable Transformation English.vtt 17.5 KB
15 - Addon 1 Data Preprocessing/42 - Bivariate Analysis and Variable Transformation.mp4 100.45 MB
15 - Addon 1 Data Preprocessing/43 - Variable transformation in R English.vtt 7.74 KB
15 - Addon 1 Data Preprocessing/43 - Variable transformation in R.mp4 55.42 MB
15 - Addon 1 Data Preprocessing/44 - Non Usable Variables English.vtt 5.41 KB
15 - Addon 1 Data Preprocessing/44 - Non Usable Variables.mp4 20.24 MB
15 - Addon 1 Data Preprocessing/45 - Dummy variable creation Handling qualitative data English.vtt 4.81 KB
15 - Addon 1 Data Preprocessing/45 - Dummy variable creation Handling qualitative data.mp4 36.84 MB
15 - Addon 1 Data Preprocessing/46 - Dummy variable creation in R English.vtt 5.31 KB
15 - Addon 1 Data Preprocessing/46 - Dummy variable creation in R.mp4 43.97 MB
15 - Addon 1 Data Preprocessing/47 - Correlation Matrix and causeeffect relationship English.vtt 11.04 KB
15 - Addon 1 Data Preprocessing/47 - Correlation Matrix and causeeffect relationship.mp4 71.6 MB
15 - Addon 1 Data Preprocessing/48 - Correlation Matrix in R English.vtt 8.71 KB
15 - Addon 1 Data Preprocessing/48 - Correlation Matrix in R.mp4 83.13 MB
16 - Linear Regression Model/49 - The problem statement English.vtt 1.71 KB
16 - Linear Regression Model/49 - The problem statement.mp4 9.36 MB
16 - Linear Regression Model/50 - Basic equations and Ordinary Least Squared OLS method English.vtt 11.39 KB
16 - Linear Regression Model/50 - Basic equations and Ordinary Least Squared OLS method.mp4 43.35 MB
16 - Linear Regression Model/51 - Assessing Accuracy of predicted coefficients English.vtt 17.92 KB
16 - Linear Regression Model/51 - Assessing Accuracy of predicted coefficients.mp4 92.13 MB
16 - Linear Regression Model/52 - Assessing Model Accuracy RSE and R squared English.vtt 8.16 KB
16 - Linear Regression Model/52 - Assessing Model Accuracy RSE and R squared.mp4 43.61 MB
16 - Linear Regression Model/53 - Simple Linear Regression in R English.vtt 8.16 KB
16 - Linear Regression Model/53 - Simple Linear Regression in R.mp4 40.83 MB
16 - Linear Regression Model/54 - Multiple Linear Regression English.vtt 6.68 KB
16 - Linear Regression Model/54 - Multiple Linear Regression.mp4 34.32 MB
16 - Linear Regression Model/55 - The F statistic English.vtt 10.35 KB
16 - Linear Regression Model/55 - The F statistic.mp4 56 MB
16 - Linear Regression Model/56 - Interpreting result for categorical Variable English.vtt 5.76 KB
16 - Linear Regression Model/56 - Interpreting result for categorical Variable.mp4 22.5 MB
16 - Linear Regression Model/57 - Multiple Linear Regression in R English.vtt 8.13 KB
16 - Linear Regression Model/57 - Multiple Linear Regression in R.mp4 62.39 MB
16 - Linear Regression Model/58 - TestTrain split English.vtt 11.47 KB
16 - Linear Regression Model/58 - TestTrain split.mp4 41.86 MB
16 - Linear Regression Model/59 - Bias Variance tradeoff English.vtt 7.47 KB
16 - Linear Regression Model/59 - Bias Variance tradeoff.mp4 25.1 MB
16 - Linear Regression Model/60 - TestTrain Split in R English.vtt 8.11 KB
16 - Linear Regression Model/60 - TestTrain Split in R.mp4 75.59 MB
18 - Congratulations & about your certificate/61 - The final milestone English.vtt 1.59 KB
18 - Congratulations & about your certificate/61 - The final milestone.mp4 11.86 MB
18 - Congratulations & about your certificate/62 - Bonus lecture.html 2.32 KB
2 - Setting Up R Studio and R crash course/10 - Inputting data part 3 Importing from CSV or Text files English.vtt 7.51 KB
2 - Setting Up R Studio and R crash course/10 - Inputting data part 3 Importing from CSV or Text files.mp4 60.09 MB
2 - Setting Up R Studio and R crash course/11 - Creating Barplots in R English.vtt 16.37 KB
2 - Setting Up R Studio and R crash course/11 - Creating Barplots in R.mp4 96.75 MB
2 - Setting Up R Studio and R crash course/12 - Creating Histograms in R English.vtt 6.81 KB
2 - Setting Up R Studio and R crash course/12 - Creating Histograms in R.mp4 42.02 MB
2 - Setting Up R Studio and R crash course/5 - Installing R and R studio English.vtt 6.65 KB
2 - Setting Up R Studio and R crash course/5 - Installing R and R studio.mp4 35.7 MB
2 - Setting Up R Studio and R crash course/6 - Basics of R and R studio English.vtt 12.82 KB
2 - Setting Up R Studio and R crash course/6 - Basics of R and R studio.mp4 38.84 MB
2 - Setting Up R Studio and R crash course/7 - Packages in R English.vtt 13.08 KB
2 - Setting Up R Studio and R crash course/7 - Packages in R.mp4 82.93 MB
2 - Setting Up R Studio and R crash course/8 - Inputting data part 1 Inbuilt datasets of R English.vtt 5.04 KB
2 - Setting Up R Studio and R crash course/8 - Inputting data part 1 Inbuilt datasets of R.mp4 40.7 MB
2 - Setting Up R Studio and R crash course/9 - Inputting data part 2 Manual data entry English.vtt 3.31 KB
2 - Setting Up R Studio and R crash course/9 - Inputting data part 2 Manual data entry.mp4 25.51 MB
3 - Single Cells Perceptron and Sigmoid Neuron/13 - Perceptron English.vtt 9.25 KB
3 - Single Cells Perceptron and Sigmoid Neuron/13 - Perceptron.mp4 44.75 MB
3 - Single Cells Perceptron and Sigmoid Neuron/14 - Activation Functions English.vtt 7.39 KB
3 - Single Cells Perceptron and Sigmoid Neuron/14 - Activation Functions.mp4 34.61 MB
4 - Neural Networks Stacking cells to create network/15 - Basic Terminologies English.vtt 9.75 KB
4 - Neural Networks Stacking cells to create network/15 - Basic Terminologies.mp4 40.41 MB
4 - Neural Networks Stacking cells to create network/16 - Gradient Descent English.vtt 11.42 KB
4 - Neural Networks Stacking cells to create network/16 - Gradient Descent.mp4 60.32 MB
4 - Neural Networks Stacking cells to create network/17 - Back Propagation English.vtt 22.23 KB
4 - Neural Networks Stacking cells to create network/17 - Back Propagation.mp4 122.19 MB
5 - Important concepts Common Interview questions/1 - Quiz.html 0 B
5 - Important concepts Common Interview questions/18 - Some Important Concepts English.vtt 12.33 KB
5 - Important concepts Common Interview questions/18 - Some Important Concepts.mp4 62.17 MB
6 - Standard Model Parameters/19 - Hyperparameters English.vtt 8.45 KB
6 - Standard Model Parameters/19 - Hyperparameters.mp4 45.33 MB
6 - Standard Model Parameters/2 - Quiz.html 0 B
7 - Practice Test/1 - Test your conceptual understanding.html 0 B
8 - Tensorflow and Keras/20 - Keras and Tensorflow English.vtt 3.38 KB
8 - Tensorflow and Keras/20 - Keras and Tensorflow.mp4 14.91 MB
8 - Tensorflow and Keras/21 - Installing Keras and Tensorflow English.vtt 2.67 KB
8 - Tensorflow and Keras/21 - Installing Keras and Tensorflow.mp4 22.78 MB
9 - R Dataset for classification problem/22 - Data Normalization and TestTrain Split English.vtt 11.42 KB
9 - R Dataset for classification problem/22 - Data Normalization and TestTrain Split.mp4 111.86 MB
9 - R Dataset for classification problem/23 - More about testtrain split.html 559 B
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