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[FreeCourseSite com] Udemy - Artificial Neural Networks for Business Managers in R Studio

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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
A09C6150EB8A521283B9DB997927C02E1D93B62E
Source
Unverified
Total Size
3.11 GB
Total Files
100
Seeders
0
Leechers
2
Health
Score
2
Type
Bookware

File List

FileSize
0. Websites you may like/[CourseClub.Me].url122 B
0. Websites you may like/[FreeCourseSite.com].url127 B
0. Websites you may like/[GigaCourse.Com].url49 B
1 - Introduction/1 - Welcome to the course English.vtt2.93 KB
1 - Introduction/1 - Welcome to the course.mp421.21 MB
1 - Introduction/2 - Introduction to Neural Networks and Course flow English.vtt4.35 KB
1 - Introduction/2 - Introduction to Neural Networks and Course flow.mp429.07 MB
1 - Introduction/3 - Course Resources.html345 B
1 - Introduction/4 - This is a milestone English.vtt3.45 KB
1 - Introduction/4 - This is a milestone.mp420.64 MB
10 - R Building and training the Model/24 - BuildingCompiling and Training English.vtt14.52 KB
10 - R Building and training the Model/24 - BuildingCompiling and Training.mp4130.69 MB
10 - R Building and training the Model/25 - Evaluating and Predicting English.vtt9.05 KB
10 - R Building and training the Model/25 - Evaluating and Predicting.mp499.23 MB
11 - The NeuralNets Package/26 - ANN with NeuralNets Package English.vtt7.54 KB
11 - The NeuralNets Package/26 - ANN with NeuralNets Package.mp484.45 MB
12 - R Complex ANN Architectures using Functional API/27 - Building Regression Model with Functional AP English.vtt12.17 KB
12 - R Complex ANN Architectures using Functional API/27 - Building Regression Model with Functional AP.mp4131.11 MB
12 - R Complex ANN Architectures using Functional API/28 - Complex Architectures using Functional API English.vtt7.93 KB
12 - R Complex ANN Architectures using Functional API/28 - Complex Architectures using Functional API.mp479.6 MB
13 - Saving and Restoring Models/29 - Saving Restoring Models and Using Callbacks English.vtt19.26 KB
13 - Saving and Restoring Models/29 - Saving Restoring Models and Using Callbacks.mp4216.11 MB
14 - Hyperparameter Tuning/30 - Hyperparameter Tuning English.vtt8.93 KB
14 - Hyperparameter Tuning/30 - Hyperparameter Tuning.mp460.6 MB
15 - Addon 1 Data Preprocessing/31 - Gathering Business Knowledge English.vtt3.54 KB
15 - Addon 1 Data Preprocessing/31 - Gathering Business Knowledge.mp414.54 MB
15 - Addon 1 Data Preprocessing/32 - Data Exploration English.vtt3.37 KB
15 - Addon 1 Data Preprocessing/32 - Data Exploration.mp420.12 MB
15 - Addon 1 Data Preprocessing/33 - The Data and the Data Dictionary English.vtt7.38 KB
15 - Addon 1 Data Preprocessing/33 - The Data and the Data Dictionary.mp469.3 MB
15 - Addon 1 Data Preprocessing/34 - Importing the dataset into R English.vtt2.46 KB
15 - Addon 1 Data Preprocessing/34 - Importing the dataset into R.mp413.1 MB
15 - Addon 1 Data Preprocessing/35 - Univariate Analysis and EDD English.vtt3.27 KB
15 - Addon 1 Data Preprocessing/35 - Univariate Analysis and EDD.mp424.2 MB
15 - Addon 1 Data Preprocessing/36 - EDD in R English.vtt11.58 KB
15 - Addon 1 Data Preprocessing/36 - EDD in R.mp496.98 MB
15 - Addon 1 Data Preprocessing/37 - Outlier Treatment English.vtt4.39 KB
15 - Addon 1 Data Preprocessing/37 - Outlier Treatment.mp424.47 MB
15 - Addon 1 Data Preprocessing/38 - Outlier Treatment in R English.vtt4.16 KB
15 - Addon 1 Data Preprocessing/38 - Outlier Treatment in R.mp430.73 MB
15 - Addon 1 Data Preprocessing/39 - Missing Value imputation English.vtt3.73 KB
15 - Addon 1 Data Preprocessing/39 - Missing Value imputation.mp424.99 MB
15 - Addon 1 Data Preprocessing/40 - Missing Value imputation in R English.vtt3.48 KB
15 - Addon 1 Data Preprocessing/40 - Missing Value imputation in R.mp426 MB
15 - Addon 1 Data Preprocessing/41 - Seasonality in Data English.vtt3.54 KB
15 - Addon 1 Data Preprocessing/41 - Seasonality in Data.mp417.03 MB
15 - Addon 1 Data Preprocessing/42 - Bivariate Analysis and Variable Transformation English.vtt17.5 KB
15 - Addon 1 Data Preprocessing/42 - Bivariate Analysis and Variable Transformation.mp4100.45 MB
15 - Addon 1 Data Preprocessing/43 - Variable transformation in R English.vtt7.74 KB
15 - Addon 1 Data Preprocessing/43 - Variable transformation in R.mp455.42 MB
15 - Addon 1 Data Preprocessing/44 - Non Usable Variables English.vtt5.41 KB
15 - Addon 1 Data Preprocessing/44 - Non Usable Variables.mp420.24 MB
15 - Addon 1 Data Preprocessing/45 - Dummy variable creation Handling qualitative data English.vtt4.81 KB
15 - Addon 1 Data Preprocessing/45 - Dummy variable creation Handling qualitative data.mp436.84 MB
15 - Addon 1 Data Preprocessing/46 - Dummy variable creation in R English.vtt5.31 KB
15 - Addon 1 Data Preprocessing/46 - Dummy variable creation in R.mp443.97 MB
15 - Addon 1 Data Preprocessing/47 - Correlation Matrix and causeeffect relationship English.vtt11.04 KB
15 - Addon 1 Data Preprocessing/47 - Correlation Matrix and causeeffect relationship.mp471.6 MB
15 - Addon 1 Data Preprocessing/48 - Correlation Matrix in R English.vtt8.71 KB
15 - Addon 1 Data Preprocessing/48 - Correlation Matrix in R.mp483.13 MB
16 - Linear Regression Model/49 - The problem statement English.vtt1.71 KB
16 - Linear Regression Model/49 - The problem statement.mp49.36 MB
16 - Linear Regression Model/50 - Basic equations and Ordinary Least Squared OLS method English.vtt11.39 KB
16 - Linear Regression Model/50 - Basic equations and Ordinary Least Squared OLS method.mp443.35 MB
16 - Linear Regression Model/51 - Assessing Accuracy of predicted coefficients English.vtt17.92 KB
16 - Linear Regression Model/51 - Assessing Accuracy of predicted coefficients.mp492.13 MB
16 - Linear Regression Model/52 - Assessing Model Accuracy RSE and R squared English.vtt8.16 KB
16 - Linear Regression Model/52 - Assessing Model Accuracy RSE and R squared.mp443.61 MB
16 - Linear Regression Model/53 - Simple Linear Regression in R English.vtt8.16 KB
16 - Linear Regression Model/53 - Simple Linear Regression in R.mp440.83 MB
16 - Linear Regression Model/54 - Multiple Linear Regression English.vtt6.68 KB
16 - Linear Regression Model/54 - Multiple Linear Regression.mp434.32 MB
16 - Linear Regression Model/55 - The F statistic English.vtt10.35 KB
16 - Linear Regression Model/55 - The F statistic.mp456 MB
16 - Linear Regression Model/56 - Interpreting result for categorical Variable English.vtt5.76 KB
16 - Linear Regression Model/56 - Interpreting result for categorical Variable.mp422.5 MB
16 - Linear Regression Model/57 - Multiple Linear Regression in R English.vtt8.13 KB
16 - Linear Regression Model/57 - Multiple Linear Regression in R.mp462.39 MB
16 - Linear Regression Model/58 - TestTrain split English.vtt11.47 KB
16 - Linear Regression Model/58 - TestTrain split.mp441.86 MB
16 - Linear Regression Model/59 - Bias Variance tradeoff English.vtt7.47 KB
16 - Linear Regression Model/59 - Bias Variance tradeoff.mp425.1 MB
16 - Linear Regression Model/60 - TestTrain Split in R English.vtt8.11 KB
16 - Linear Regression Model/60 - TestTrain Split in R.mp475.59 MB
18 - Congratulations & about your certificate/61 - The final milestone English.vtt1.59 KB
18 - Congratulations & about your certificate/61 - The final milestone.mp411.86 MB
18 - Congratulations & about your certificate/62 - Bonus lecture.html2.32 KB
2 - Setting Up R Studio and R crash course/10 - Inputting data part 3 Importing from CSV or Text files English.vtt7.51 KB
2 - Setting Up R Studio and R crash course/10 - Inputting data part 3 Importing from CSV or Text files.mp460.09 MB
2 - Setting Up R Studio and R crash course/11 - Creating Barplots in R English.vtt16.37 KB
2 - Setting Up R Studio and R crash course/11 - Creating Barplots in R.mp496.75 MB
2 - Setting Up R Studio and R crash course/12 - Creating Histograms in R English.vtt6.81 KB
2 - Setting Up R Studio and R crash course/12 - Creating Histograms in R.mp442.02 MB
2 - Setting Up R Studio and R crash course/5 - Installing R and R studio English.vtt6.65 KB
2 - Setting Up R Studio and R crash course/5 - Installing R and R studio.mp435.7 MB
2 - Setting Up R Studio and R crash course/6 - Basics of R and R studio English.vtt12.82 KB
2 - Setting Up R Studio and R crash course/6 - Basics of R and R studio.mp438.84 MB
2 - Setting Up R Studio and R crash course/7 - Packages in R English.vtt13.08 KB
2 - Setting Up R Studio and R crash course/7 - Packages in R.mp482.93 MB
2 - Setting Up R Studio and R crash course/8 - Inputting data part 1 Inbuilt datasets of R English.vtt5.04 KB

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