Data Breakfast 03.11.2021|Exploring Technology, Vaccines, and Tourism in Russia

Описание

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The speakers in the text discuss a range of topics, including technology, vaccines, deep learning, data analysis, and tourism. They emphasize the importance of having a choice in vaccines and suggest that having more variety in imported vaccines could help increase the percentage of vaccinated people. The speakers also discuss different measures to increase vaccination rates, such as requiring employees in the food industry to get vaccinated.

In another conversation, the speakers discuss the use of deep learning for image recognition and classification. They mention the use of transformers and other techniques for improving the accuracy of image recognition. They also discuss the importance of data analysis in various industries and the need for skilled professionals in this field. The speakers briefly mention the idea of providing access to online courses for school students to learn about different subjects, such as programming languages and deep learning.

The speakers also discuss the potential of technology, such as generative adversarial networks (GANs), to create new forms of art and improve industries such as animation and film. They briefly mention the use of GANs for creating new images and artwork, and the potential for using GANs in industries such as animation and film.

The speakers touch on the importance of feature engineering and careful selection of features for improving model performance. They mention the use of tools such as Lime and SHAP for explaining model predictions and the importance of understanding which features are most important for a given task. They suggest that it is important to carefully select and combine features to avoid overfitting and improve model performance.

Finally, the speakers briefly discuss the potential tourist destinations in Russia and the importance of having a certain character and specific preferences to live in certain areas. They suggest that there are many potential tourist destinations in Russia, such as Karelia and Altai.