Artificial Neural Networks for Business Managers in Studio | BB92813BFBF9B0EE94656CEDE65B2BAC182F08E8

Artificial Neural Networks for Business Managers in Studio

Name	Artificial Neural Networks for Business Managers in R Studio	DOWNLOAD Copy Link
Total Size	3.4 GB
Total Files	184
Hash	BB92813BFBF9B0EE94656CEDE65B2BAC182F08E8

/.../5 - Important concepts Common Interview questions/
1 - Quiz.html	0.0 KB
18 - Some Important Concepts English.vtt	12.6 KB
18 - Some Important Concepts.mp4	65.2 MB
/.../6 - Standard Model Parameters/
2 - Quiz.html	0.0 KB
19 - Hyperparameters English.vtt	8.7 KB
19 - Hyperparameters.mp4	47.5 MB
/7 - Practice Test/
1 - Test your conceptual understanding.html	0.0 KB
/.../13 - Saving and Restoring Models/
29 - Saving Restoring Models and Using Callbacks.mp4	226.6 MB
29 - Saving Restoring Models and Using Callbacks English.vtt	19.7 KB
/.../4 - Neural Networks Stacking cells to create network/
17 - Back Propagation English.vtt	22.8 KB
16 - Gradient Descent English.vtt	11.7 KB
15 - Basic Terminologies English.vtt	10.0 KB
17 - Back Propagation.mp4	128.1 MB
16 - Gradient Descent.mp4	63.2 MB
15 - Basic Terminologies.mp4	42.4 MB
/1 - Introduction/
3 - Course Resources.html	0.3 KB
1 - Welcome to the course English.vtt	3.0 KB
2 - Introduction to Neural Networks and Course flow English.vtt	4.5 KB
4 - This is a milestone English.vtt	3.5 KB
2 - Introduction to Neural Networks and Course flow.mp4	30.5 MB
1 - Welcome to the course.mp4	22.2 MB
4 - This is a milestone.mp4	21.6 MB
/.../16 - Linear Regression Model/
51 - Assessing Accuracy of predicted coefficients English.vtt	18.4 KB
58 - TestTrain split English.vtt	11.7 KB
50 - Basic equations and Ordinary Least Squared OLS method English.vtt	11.7 KB
55 - The F statistic English.vtt	10.6 KB
52 - Assessing Model Accuracy RSE and R squared English.vtt	8.4 KB
53 - Simple Linear Regression in R English.vtt	8.4 KB
57 - Multiple Linear Regression in R English.vtt	8.3 KB
60 - TestTrain Split in R English.vtt	8.3 KB
59 - Bias Variance tradeoff English.vtt	7.6 KB
54 - Multiple Linear Regression English.vtt	6.8 KB
56 - Interpreting result for categorical Variable English.vtt	5.9 KB
49 - The problem statement English.vtt	1.8 KB
51 - Assessing Accuracy of predicted coefficients.mp4	96.6 MB
60 - TestTrain Split in R.mp4	79.3 MB
57 - Multiple Linear Regression in R.mp4	65.4 MB
55 - The F statistic.mp4	58.7 MB
52 - Assessing Model Accuracy RSE and R squared.mp4	45.7 MB
50 - Basic equations and Ordinary Least Squared OLS method.mp4	45.5 MB
58 - TestTrain split.mp4	43.9 MB
53 - Simple Linear Regression in R.mp4	42.8 MB
54 - Multiple Linear Regression.mp4	36.0 MB
59 - Bias Variance tradeoff.mp4	26.3 MB
56 - Interpreting result for categorical Variable.mp4	23.6 MB
49 - The problem statement.mp4	9.8 MB
/.../15 - Addon 1 Data Preprocessing/
42 - Bivariate Analysis and Variable Transformation English.vtt	17.9 KB
36 - EDD in R English.vtt	11.9 KB
47 - Correlation Matrix and causeeffect relationship English.vtt	11.3 KB
48 - Correlation Matrix in R English.vtt	8.9 KB
43 - Variable transformation in R English.vtt	7.9 KB
33 - The Data and the Data Dictionary English.vtt	7.6 KB
44 - Non Usable Variables English.vtt	5.5 KB
46 - Dummy variable creation in R English.vtt	5.4 KB
45 - Dummy variable creation Handling qualitative data English.vtt	4.9 KB
37 - Outlier Treatment English.vtt	4.5 KB
38 - Outlier Treatment in R English.vtt	4.3 KB
39 - Missing Value imputation English.vtt	3.8 KB
41 - Seasonality in Data English.vtt	3.6 KB
31 - Gathering Business Knowledge English.vtt	3.6 KB
40 - Missing Value imputation in R English.vtt	3.6 KB
32 - Data Exploration English.vtt	3.4 KB
35 - Univariate Analysis and EDD English.vtt	3.3 KB
34 - Importing the dataset into R English.vtt	2.5 KB
42 - Bivariate Analysis and Variable Transformation.mp4	105.3 MB
36 - EDD in R.mp4	101.7 MB
48 - Correlation Matrix in R.mp4	87.2 MB
47 - Correlation Matrix and causeeffect relationship.mp4	75.1 MB
33 - The Data and the Data Dictionary.mp4	72.7 MB
43 - Variable transformation in R.mp4	58.1 MB
46 - Dummy variable creation in R.mp4	46.1 MB
45 - Dummy variable creation Handling qualitative data.mp4	38.6 MB
38 - Outlier Treatment in R.mp4	32.2 MB
40 - Missing Value imputation in R.mp4	27.3 MB
39 - Missing Value imputation.mp4	26.2 MB
37 - Outlier Treatment.mp4	25.7 MB
35 - Univariate Analysis and EDD.mp4	25.4 MB
44 - Non Usable Variables.mp4	21.2 MB
32 - Data Exploration.mp4	21.1 MB
41 - Seasonality in Data.mp4	17.9 MB
31 - Gathering Business Knowledge.mp4	15.2 MB
34 - Importing the dataset into R.mp4	13.7 MB
/.../2 - Setting Up R Studio and R crash course/
11 - Creating Barplots in R English.vtt	16.8 KB
7 - Packages in R English.vtt	13.4 KB
6 - Basics of R and R studio English.vtt	13.1 KB
10 - Inputting data part 3 Importing from CSV or Text files English.vtt	7.7 KB
12 - Creating Histograms in R English.vtt	7.0 KB
5 - Installing R and R studio English.vtt	6.8 KB
8 - Inputting data part 1 Inbuilt datasets of R English.vtt	5.2 KB
9 - Inputting data part 2 Manual data entry English.vtt	3.4 KB
11 - Creating Barplots in R.mp4	101.4 MB
7 - Packages in R.mp4	87.0 MB
10 - Inputting data part 3 Importing from CSV or Text files.mp4	63.0 MB
12 - Creating Histograms in R.mp4	44.1 MB
8 - Inputting data part 1 Inbuilt datasets of R.mp4	42.7 MB
6 - Basics of R and R studio.mp4	40.7 MB
5 - Installing R and R studio.mp4	37.4 MB
9 - Inputting data part 2 Manual data entry.mp4	26.7 MB
/.../10 - R Building and training the Model/
24 - BuildingCompiling and Training English.vtt	14.9 KB
25 - Evaluating and Predicting English.vtt	9.3 KB
24 - BuildingCompiling and Training.mp4	137.0 MB
25 - Evaluating and Predicting.mp4	104.1 MB
/.../12 - R Complex ANN Architectures using Functional API/
27 - Building Regression Model with Functional AP English.vtt	12.5 KB
28 - Complex Architectures using Functional API English.vtt	8.1 KB
27 - Building Regression Model with Functional AP.mp4	137.5 MB
28 - Complex Architectures using Functional API.mp4	83.5 MB
/.../9 - R Dataset for classification problem/
22 - Data Normalization and TestTrain Split English.vtt	11.7 KB
23 - More about testtrain split.html	0.6 KB
22 - Data Normalization and TestTrain Split.mp4	117.3 MB
/.../3 - Single Cells Perceptron and Sigmoid Neuron/
13 - Perceptron English.vtt	9.5 KB
14 - Activation Functions English.vtt	7.6 KB
13 - Perceptron.mp4	46.9 MB
14 - Activation Functions.mp4	36.3 MB
/.../14 - Hyperparameter Tuning/
30 - Hyperparameter Tuning English.vtt	9.1 KB
30 - Hyperparameter Tuning.mp4	63.5 MB
/.../11 - The NeuralNets Package/
26 - ANN with NeuralNets Package English.vtt	7.7 KB
26 - ANN with NeuralNets Package.mp4	88.5 MB
/
[TGx]Downloaded from torrentgalaxy.to .txt	0.6 KB
TutsNode.com.txt	0.1 KB
/.../8 - Tensorflow and Keras/
21 - Installing Keras and Tensorflow English.vtt	2.7 KB
20 - Keras and Tensorflow English.vtt	3.5 KB
21 - Installing Keras and Tensorflow.mp4	23.9 MB
20 - Keras and Tensorflow.mp4	15.6 MB
/.../18 - Congratulations & about your certificate/
62 - Bonus lecture.html	2.4 KB
61 - The final milestone English.vtt	1.6 KB
61 - The final milestone.mp4	12.4 MB
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Total files 184