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[GigaCourse.Com] Udemy - Artificial Neural Networks for Business Managers in R Studio

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File Name
Size
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
2.9 kB
1 - Introduction/1 - Welcome to the course.mp4
21 MB
1 - Introduction/2 - Introduction to Neural Networks and Course flow English.vtt
4.3 kB
1 - Introduction/2 - Introduction to Neural Networks and Course flow.mp4
29 MB
1 - Introduction/3 - Course Resources.html
345 B
1 - Introduction/4 - This is a milestone English.vtt
3.4 kB
1 - Introduction/4 - This is a milestone.mp4
21 MB
10 - R Building and training the Model/24 - BuildingCompiling and Training English.vtt
14 kB
10 - R Building and training the Model/24 - BuildingCompiling and Training.mp4
131 MB
10 - R Building and training the Model/25 - Evaluating and Predicting English.vtt
9.0 kB
10 - R Building and training the Model/25 - Evaluating and Predicting.mp4
99 MB
11 - The NeuralNets Package/26 - ANN with NeuralNets Package English.vtt
7.5 kB
11 - The NeuralNets Package/26 - ANN with NeuralNets Package.mp4
84 MB
12 - R Complex ANN Architectures using Functional API/27 - Building Regression Model with Functional AP English.vtt
12 kB
12 - R Complex ANN Architectures using Functional API/27 - Building Regression Model with Functional AP.mp4
131 MB
12 - R Complex ANN Architectures using Functional API/28 - Complex Architectures using Functional API English.vtt
7.9 kB
12 - R Complex ANN Architectures using Functional API/28 - Complex Architectures using Functional API.mp4
80 MB
13 - Saving and Restoring Models/29 - Saving Restoring Models and Using Callbacks English.vtt
19 kB
13 - Saving and Restoring Models/29 - Saving Restoring Models and Using Callbacks.mp4
216 MB
14 - Hyperparameter Tuning/30 - Hyperparameter Tuning English.vtt
8.9 kB
14 - Hyperparameter Tuning/30 - Hyperparameter Tuning.mp4
61 MB
15 - Addon 1 Data Preprocessing/31 - Gathering Business Knowledge English.vtt
3.5 kB
15 - Addon 1 Data Preprocessing/31 - Gathering Business Knowledge.mp4
14 MB
15 - Addon 1 Data Preprocessing/32 - Data Exploration English.vtt
3.4 kB
15 - Addon 1 Data Preprocessing/32 - Data Exploration.mp4
20 MB
15 - Addon 1 Data Preprocessing/33 - The Data and the Data Dictionary English.vtt
7.4 kB
15 - Addon 1 Data Preprocessing/33 - The Data and the Data Dictionary.mp4
69 MB
15 - Addon 1 Data Preprocessing/34 - Importing the dataset into R English.vtt
2.5 kB
15 - Addon 1 Data Preprocessing/34 - Importing the dataset into R.mp4
13 MB
15 - Addon 1 Data Preprocessing/35 - Univariate Analysis and EDD English.vtt
3.3 kB
15 - Addon 1 Data Preprocessing/35 - Univariate Analysis and EDD.mp4
24 MB
15 - Addon 1 Data Preprocessing/36 - EDD in R English.vtt
12 kB
15 - Addon 1 Data Preprocessing/36 - EDD in R.mp4
97 MB
15 - Addon 1 Data Preprocessing/37 - Outlier Treatment English.vtt
4.4 kB
15 - Addon 1 Data Preprocessing/37 - Outlier Treatment.mp4
24 MB
15 - Addon 1 Data Preprocessing/38 - Outlier Treatment in R English.vtt
4.2 kB
15 - Addon 1 Data Preprocessing/38 - Outlier Treatment in R.mp4
31 MB
15 - Addon 1 Data Preprocessing/39 - Missing Value imputation English.vtt
3.7 kB
15 - Addon 1 Data Preprocessing/39 - Missing Value imputation.mp4
25 MB
15 - Addon 1 Data Preprocessing/40 - Missing Value imputation in R English.vtt
3.5 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
3.5 kB
15 - Addon 1 Data Preprocessing/41 - Seasonality in Data.mp4
17 MB
15 - Addon 1 Data Preprocessing/42 - Bivariate Analysis and Variable Transformation English.vtt
18 kB
15 - Addon 1 Data Preprocessing/42 - Bivariate Analysis and Variable Transformation.mp4
100 MB
15 - Addon 1 Data Preprocessing/43 - Variable transformation in R English.vtt
7.7 kB
15 - Addon 1 Data Preprocessing/43 - Variable transformation in R.mp4
55 MB
15 - Addon 1 Data Preprocessing/44 - Non Usable Variables English.vtt
5.4 kB
15 - Addon 1 Data Preprocessing/44 - Non Usable Variables.mp4
20 MB
15 - Addon 1 Data Preprocessing/45 - Dummy variable creation Handling qualitative data English.vtt
4.8 kB
15 - Addon 1 Data Preprocessing/45 - Dummy variable creation Handling qualitative data.mp4
37 MB
15 - Addon 1 Data Preprocessing/46 - Dummy variable creation in R English.vtt
5.3 kB
15 - Addon 1 Data Preprocessing/46 - Dummy variable creation in R.mp4
44 MB
15 - Addon 1 Data Preprocessing/47 - Correlation Matrix and causeeffect relationship English.vtt
11 kB
15 - Addon 1 Data Preprocessing/47 - Correlation Matrix and causeeffect relationship.mp4
72 MB
15 - Addon 1 Data Preprocessing/48 - Correlation Matrix in R English.vtt
8.7 kB
15 - Addon 1 Data Preprocessing/48 - Correlation Matrix in R.mp4
83 MB
16 - Linear Regression Model/49 - The problem statement English.vtt
1.7 kB
16 - Linear Regression Model/49 - The problem statement.mp4
9.4 MB
16 - Linear Regression Model/50 - Basic equations and Ordinary Least Squared OLS method English.vtt
11 kB
16 - Linear Regression Model/50 - Basic equations and Ordinary Least Squared OLS method.mp4
43 MB
16 - Linear Regression Model/51 - Assessing Accuracy of predicted coefficients English.vtt
18 kB
16 - Linear Regression Model/51 - Assessing Accuracy of predicted coefficients.mp4
92 MB
16 - Linear Regression Model/52 - Assessing Model Accuracy RSE and R squared English.vtt
8.2 kB
16 - Linear Regression Model/52 - Assessing Model Accuracy RSE and R squared.mp4
44 MB
16 - Linear Regression Model/53 - Simple Linear Regression in R English.vtt
8.2 kB
16 - Linear Regression Model/53 - Simple Linear Regression in R.mp4
41 MB
16 - Linear Regression Model/54 - Multiple Linear Regression English.vtt
6.7 kB
16 - Linear Regression Model/54 - Multiple Linear Regression.mp4
34 MB
16 - Linear Regression Model/55 - The F statistic English.vtt
10 kB
16 - Linear Regression Model/55 - The F statistic.mp4
56 MB
16 - Linear Regression Model/56 - Interpreting result for categorical Variable English.vtt
5.8 kB
16 - Linear Regression Model/56 - Interpreting result for categorical Variable.mp4
22 MB
16 - Linear Regression Model/57 - Multiple Linear Regression in R English.vtt
8.1 kB
16 - Linear Regression Model/57 - Multiple Linear Regression in R.mp4
62 MB
16 - Linear Regression Model/58 - TestTrain split English.vtt
12 kB
16 - Linear Regression Model/58 - TestTrain split.mp4
42 MB
16 - Linear Regression Model/59 - Bias Variance tradeoff English.vtt
7.5 kB
16 - Linear Regression Model/59 - Bias Variance tradeoff.mp4
25 MB
16 - Linear Regression Model/60 - TestTrain Split in R English.vtt
8.1 kB
16 - Linear Regression Model/60 - TestTrain Split in R.mp4
76 MB
18 - Congratulations & about your certificate/61 - The final milestone English.vtt
1.6 kB
18 - Congratulations & about your certificate/61 - The final milestone.mp4
12 MB
18 - Congratulations & about your certificate/62 - Bonus lecture.html
2.3 kB
2 - Setting Up R Studio and R crash course/10 - Inputting data part 3 Importing from CSV or Text files English.vtt
7.5 kB
2 - Setting Up R Studio and R crash course/10 - Inputting data part 3 Importing from CSV or Text files.mp4
60 MB
2 - Setting Up R Studio and R crash course/11 - Creating Barplots in R English.vtt
16 kB
2 - Setting Up R Studio and R crash course/11 - Creating Barplots in R.mp4
97 MB
2 - Setting Up R Studio and R crash course/12 - Creating Histograms in R English.vtt
6.8 kB
2 - Setting Up R Studio and R crash course/12 - Creating Histograms in R.mp4
42 MB
2 - Setting Up R Studio and R crash course/5 - Installing R and R studio English.vtt
6.6 kB
2 - Setting Up R Studio and R crash course/5 - Installing R and R studio.mp4
36 MB
2 - Setting Up R Studio and R crash course/6 - Basics of R and R studio English.vtt
13 kB
2 - Setting Up R Studio and R crash course/6 - Basics of R and R studio.mp4
39 MB
2 - Setting Up R Studio and R crash course/7 - Packages in R English.vtt
13 kB
2 - Setting Up R Studio and R crash course/7 - Packages in R.mp4
83 MB
2 - Setting Up R Studio and R crash course/8 - Inputting data part 1 Inbuilt datasets of R English.vtt
5.0 kB
2 - Setting Up R Studio and R crash course/8 - Inputting data part 1 Inbuilt datasets of R.mp4
41 MB
2 - Setting Up R Studio and R crash course/9 - Inputting data part 2 Manual data entry English.vtt
3.3 kB
2 - Setting Up R Studio and R crash course/9 - Inputting data part 2 Manual data entry.mp4
26 MB
3 - Single Cells Perceptron and Sigmoid Neuron/13 - Perceptron English.vtt
9.3 kB
3 - Single Cells Perceptron and Sigmoid Neuron/13 - Perceptron.mp4
45 MB
3 - Single Cells Perceptron and Sigmoid Neuron/14 - Activation Functions English.vtt
7.4 kB
3 - Single Cells Perceptron and Sigmoid Neuron/14 - Activation Functions.mp4
35 MB
4 - Neural Networks Stacking cells to create network/15 - Basic Terminologies English.vtt
9.7 kB
4 - Neural Networks Stacking cells to create network/15 - Basic Terminologies.mp4
40 MB
4 - Neural Networks Stacking cells to create network/16 - Gradient Descent English.vtt
11 kB
4 - Neural Networks Stacking cells to create network/16 - Gradient Descent.mp4
60 MB
4 - Neural Networks Stacking cells to create network/17 - Back Propagation English.vtt
22 kB
4 - Neural Networks Stacking cells to create network/17 - Back Propagation.mp4
122 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 kB
5 - Important concepts Common Interview questions/18 - Some Important Concepts.mp4
62 MB
6 - Standard Model Parameters/19 - Hyperparameters English.vtt
8.4 kB
6 - Standard Model Parameters/19 - Hyperparameters.mp4
45 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
3.4 kB
8 - Tensorflow and Keras/20 - Keras and Tensorflow.mp4
15 MB
8 - Tensorflow and Keras/21 - Installing Keras and Tensorflow English.vtt
2.7 kB
8 - Tensorflow and Keras/21 - Installing Keras and Tensorflow.mp4
23 MB
9 - R Dataset for classification problem/22 - Data Normalization and TestTrain Split English.vtt
11 kB
9 - R Dataset for classification problem/22 - Data Normalization and TestTrain Split.mp4
112 MB
9 - R Dataset for classification problem/23 - More about testtrain split.html
559 B