research assistant

Updated: 3 months ago
Job Type: PartTime
Deadline: 15 Aug 2022

The selection is based on a theoretical and a practical tests.

I. Theoretical test

1. Microscopic lesions in tuberculosis

2. Microscopic appearance of Mycobacterium tuberculosis

3. Data management for creating an AI product

4. Methods of selection of an appropriate model for a given data set

5. Methods of training, validation and testing

6. Neural networks

7. Architectures

II. Practical test

Interview

References:

1. Goldblum J, Lamps L, McKenney J, Myers J. Rosai and Ackerman’s Surgical

Pathology. 11th Edition. Elsevier 2018

2. Hastie T, Tibshirani R, Friedman J. The Elements of Statistical Learning: Data Mining, Inference, and Prediction. 2nd edition. Springer-Verlag New York Inc., 2017

3. Bishop CM. Pattern Recognition and Machine Learning. Springer-Verlag New York Inc., 2016

4. Mitchell TM. Machine Learning, Mit Press 2012


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