Update dataset images (#380)

docs/clearml_data/best_practices.md

@@ -9,6 +9,8 @@ See [Hyper-Datasets](../hyperdatasets/overview.md) for ClearML's advanced querya
 
 The following are some recommendations for using ClearML Data. 
 
+![Dataset UI gif](../img/dataset.gif)
+
 ## Versioning Datasets
 
 Use ClearML Data to version your datasets. Once a dataset is finalized, it can no longer be modified. This makes clear

docs/clearml_data/clearml_data.md

@@ -14,6 +14,8 @@ ClearML Data Management solves two important challenges:
 - Accessibility - Making data easily accessible from every machine,
 - Versioning - Linking data and experiments for better **traceability**.
 
+![Dataset lineage](../img/webapp_dataset_lineage.png)
+
 **We believe Data is not code**. It should not be stored in a git tree, because progress on datasets is not always linear.
 Moreover, it can be difficult and inefficient to find on a git tree the commit associated with a certain version of a dataset.
 

docs/clearml_data/data_management_examples/data_man_cifar_classification.md

@@ -65,10 +65,10 @@ clearml-data close
 This command sets the dataset task's status to *completed*, so it will no longer be modifiable. This ensures future
 reproducibility. 
 
-The information about the dataset, including a list of files and their sizes, can be viewed
-in the WebApp, in the dataset task's **ARTIFACTS** tab.
+Information about the dataset can be viewed in the WebApp, in the dataset's [details panel](../../webapp/datasets/webapp_dataset_viewing.md#version-details-panel). 
+In the panel's **CONTENT** tab, you can see a table summarizing version contents, including file names, file sizes, and hashes.
 
-![image](../../img/examples_data_management_cifar_dataset.png)
+![Dataset content tab](../../img/examples_data_management_cifar_dataset.png)
 
 ## Using the Dataset
 

docs/clearml_data/data_management_examples/data_man_python.md

@@ -72,10 +72,10 @@ dataset.finalize()
 
 After a dataset has been closed, it can no longer be modified. This ensures future reproducibility. 
 
-The information about the dataset, including a list of files and their sizes, can be viewed
-in the WebApp, in the dataset task's **ARTIFACTS** tab.
+Information about the dataset can be viewed in the WebApp, in the dataset's [details panel](../../webapp/datasets/webapp_dataset_viewing.md#version-details-panel). 
+In the panel's **CONTENT** tab, you can see a table summarizing version contents, including file names, file sizes, and hashes.
 
-![image](../../img/examples_data_management_cifar_dataset.png)
+![Dataset content tab](../../img/examples_data_management_cifar_dataset.png)
 
 ## Data Ingestion
 

docs/guides/datasets/data_man_cifar_classification.md

@@ -65,10 +65,10 @@ clearml-data close
 This command sets the dataset task's status to *completed*, so it will no longer be modifiable. This ensures future
 reproducibility. 
 
-The information about the dataset, including a list of files and their sizes, can be viewed
-in the WebApp, in the dataset task's **ARTIFACTS** tab.
+Information about the dataset can be viewed in the WebApp, in the dataset's [details panel](../../webapp/datasets/webapp_dataset_viewing.md#version-details-panel). 
+In the panel's **CONTENT** tab, you can see a table summarizing version contents, including file names, file sizes, and hashes.
 
-![image](../../img/examples_data_management_cifar_dataset.png)
+![Dataset content tab](../../img/examples_data_management_cifar_dataset.png)
 
 ## Using the Dataset
 

docs/guides/datasets/data_man_python.md

@@ -72,10 +72,10 @@ dataset.finalize()
 
 After a dataset has been closed, it can no longer be modified. This ensures future reproducibility. 
 
-The information about the dataset, including a list of files and their sizes, can be viewed
-in the WebApp, in the dataset task's **ARTIFACTS** tab.
+Information about the dataset can be viewed in the WebApp, in the dataset's [details panel](../../webapp/datasets/webapp_dataset_viewing.md#version-details-panel). 
+In the panel's **CONTENT** tab, you can see a table summarizing version contents, including file names, file sizes, and hashes.
 
-![image](../../img/examples_data_management_cifar_dataset.png)
+![Dataset content tab](../../img/examples_data_management_cifar_dataset.png)
 
 ## Data Ingestion