Question

How to select the field from the dataset for classification?

Answer 1

Answer:

The major steps are as follows:

Collect lots of data.

Label it.

Get GPUs — Training ML models require huge computational resources.

Choose an algorithm -> Train your model -> Test it -> Teach the model what it doesn't know yet.

Repeat the above point till you get acceptable quality.

Answer 2

Answer:

☑ Procedure

1. From the cluster management console, select Workload > Spark > Deep Learning.
2. Select the Datasets tab.
3. Click New.
4. Create a dataset from Images for Object Classification.
5. Provide a dataset name.
6. Specify a Spark instance group.
7. Specify image storage format, either LMDB for Ciaffe or TFRecords for TensorFlow.