[{'role': 'system', 'content': "You are an expert in machine learning and your task is to classify the code snippets into categories from the provided list of categories. List of categories: ['helper_functions', 'load_data', 'data_exploration', 'data_preprocessing', 'evaluation', 'modelling', 'prediction', 'result_visualization', 'save_results', 'comment_only']"}, {'role': 'user', 'content': "Identify to which category the provided code belongs and assign the code snippet to at least 1 but up to 5 categories based on the probabilities, ignore if the probability of the category is negligible. Strictly provide your response as a list. Avoid providing any additional information, commentary, or personal opinions.\\nPython Code:data = ImageClassifierData.from_names_and_array(\n    path=PATH, \n    fnames=fnames, \n    y=labels, \n    classes=['dogs', 'cats'], \n    test_name='test', \n    tfms= tfms_from_model(resnet34, sz, aug_tfms=transforms_side_on, max_zoom=1.1)   #data augmentation\n)\nlearn = ConvLearner.pretrained(arch, data, precompute=True, tmp_name=TMP_PATH, models_name=MODEL_PATH)"}, {'role': 'assistant', 'content': "['modelling']"}]