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

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文件数目：127个文件
文件大小：3.11 GB
收录时间：2023-03-31
访问次数：5
相关内容：FreeCourseSite Udemy Artificial Neural Networks Business Managers Studio

文件meta

13 - Saving and Restoring Models/29 - Saving Restoring Models and Using Callbacks.mp4
216.11 MB
12 - R Complex ANN Architectures using Functional API/27 - Building Regression Model with Functional AP.mp4
131.11 MB
10 - R Building and training the Model/24 - BuildingCompiling and Training.mp4
130.69 MB
4 - Neural Networks Stacking cells to create network/17 - Back Propagation.mp4
122.19 MB
9 - R Dataset for classification problem/22 - Data Normalization and TestTrain Split.mp4
111.86 MB
15 - Addon 1 Data Preprocessing/42 - Bivariate Analysis and Variable Transformation.mp4
100.45 MB
10 - R Building and training the Model/25 - Evaluating and Predicting.mp4
99.23 MB
15 - Addon 1 Data Preprocessing/36 - EDD in R.mp4
96.98 MB
2 - Setting Up R Studio and R crash course/11 - Creating Barplots in R.mp4
96.75 MB
16 - Linear Regression Model/51 - Assessing Accuracy of predicted coefficients.mp4
92.13 MB
11 - The NeuralNets Package/26 - ANN with NeuralNets Package.mp4
84.45 MB
15 - Addon 1 Data Preprocessing/48 - Correlation Matrix in R.mp4
83.13 MB
2 - Setting Up R Studio and R crash course/7 - Packages in R.mp4
82.93 MB
12 - R Complex ANN Architectures using Functional API/28 - Complex Architectures using Functional API.mp4
79.6 MB
16 - Linear Regression Model/60 - TestTrain Split in R.mp4
75.59 MB
15 - Addon 1 Data Preprocessing/47 - Correlation Matrix and causeeffect relationship.mp4
71.6 MB
15 - Addon 1 Data Preprocessing/33 - The Data and the Data Dictionary.mp4
69.3 MB
16 - Linear Regression Model/57 - Multiple Linear Regression in R.mp4
62.39 MB
5 - Important concepts Common Interview questions/18 - Some Important Concepts.mp4
62.17 MB
14 - Hyperparameter Tuning/30 - Hyperparameter Tuning.mp4
60.6 MB
4 - Neural Networks Stacking cells to create network/16 - Gradient Descent.mp4
60.32 MB
2 - Setting Up R Studio and R crash course/10 - Inputting data part 3 Importing from CSV or Text files.mp4
60.09 MB
16 - Linear Regression Model/55 - The F statistic.mp4
56 MB
15 - Addon 1 Data Preprocessing/43 - Variable transformation in R.mp4
55.42 MB
6 - Standard Model Parameters/19 - Hyperparameters.mp4
45.33 MB
3 - Single Cells Perceptron and Sigmoid Neuron/13 - Perceptron.mp4
44.75 MB
15 - Addon 1 Data Preprocessing/46 - Dummy variable creation in R.mp4
43.97 MB
16 - Linear Regression Model/52 - Assessing Model Accuracy RSE and R squared.mp4
43.61 MB
16 - Linear Regression Model/50 - Basic equations and Ordinary Least Squared OLS method.mp4
43.35 MB
2 - Setting Up R Studio and R crash course/12 - Creating Histograms in R.mp4
42.02 MB
16 - Linear Regression Model/58 - TestTrain split.mp4
41.86 MB
16 - Linear Regression Model/53 - Simple Linear Regression in R.mp4
40.83 MB
2 - Setting Up R Studio and R crash course/8 - Inputting data part 1 Inbuilt datasets of R.mp4
40.7 MB
4 - Neural Networks Stacking cells to create network/15 - Basic Terminologies.mp4
40.41 MB
2 - Setting Up R Studio and R crash course/6 - Basics of R and R studio.mp4
38.84 MB
15 - Addon 1 Data Preprocessing/45 - Dummy variable creation Handling qualitative data.mp4
36.84 MB
2 - Setting Up R Studio and R crash course/5 - Installing R and R studio.mp4
35.7 MB
3 - Single Cells Perceptron and Sigmoid Neuron/14 - Activation Functions.mp4
34.61 MB
16 - Linear Regression Model/54 - Multiple Linear Regression.mp4
34.32 MB
15 - Addon 1 Data Preprocessing/38 - Outlier Treatment in R.mp4
30.73 MB
1 - Introduction/2 - Introduction to Neural Networks and Course flow.mp4
29.07 MB
15 - Addon 1 Data Preprocessing/40 - Missing Value imputation in R.mp4
26 MB
2 - Setting Up R Studio and R crash course/9 - Inputting data part 2 Manual data entry.mp4
25.51 MB
16 - Linear Regression Model/59 - Bias Variance tradeoff.mp4
25.1 MB
15 - Addon 1 Data Preprocessing/39 - Missing Value imputation.mp4
24.99 MB
15 - Addon 1 Data Preprocessing/37 - Outlier Treatment.mp4
24.47 MB
15 - Addon 1 Data Preprocessing/35 - Univariate Analysis and EDD.mp4
24.2 MB
8 - Tensorflow and Keras/21 - Installing Keras and Tensorflow.mp4
22.78 MB
16 - Linear Regression Model/56 - Interpreting result for categorical Variable.mp4
22.5 MB
1 - Introduction/1 - Welcome to the course.mp4
21.21 MB