1) Choice questions – assessing knowledge of Python 3.x

2) Code gaps – assessing knowledge of Python 3.x

3) Programming task [level: Medium] – Python | FastAPI | Prediction model – Expand the current FastAPI application to let Data Scientists post their models via API, store them in a Database, view them and get some predictions out of them, based on an input value.

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1) Choice questions – assessing knowledge of Python

2) Code gaps – assessing knowledge of Python

3) Programming task [level: Medium] – Python | Currency Exchange Library

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1) Choice questions – assessing knowledge of Big Data, PySpark, Python

2) Code gaps – assessing knowledge of SQL

3) Programming task [level: Hard] – Python | PySpark | Fleet management corporation – Detect speeding events and verify correctness of an existing predictor.

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1) Choice questions – assessing knowledge of Keras, Machine Learning, Python

2) Programming task [level: Medium] – Python | NLP, Keras | Sentiment analysis of customer reviews – Perform a sentiment analysis and tagging of movie and airline customer reviews, using a multi-output neural network model.

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1) Choice questions – assessing knowledge of Python

2) Programming task [level: Easy] – Python | PySpark | ML Logs Transformer – Complete the implementation of the logs transformation pipeline.

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1) Choice questions – assessing knowledge of Machine Learning, PyTorch

2) Programming task [level: Easy] – Python | PyTorch, Computer Vision | Model Builder – Complete the implementation of a model training pipeline.

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1) Choice questions – assessing knowledge of Python

2) Programming task [level: Medium] – Python | Vehicle sales report – Implement an application to create reports based on the vehicle sales data warehouse.

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1) Choice questions – assessing knowledge of Python

2) Programming task [level: Easy] – Python | Client Base Creator – Implement the application to retrieve customer’s contact data from the chat messages.

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1) Choice questions – assessing knowledge of Python

2) Programming task [level: Medium] – Python | Django | Gallery application – Implement an application with the functionality of the gallery module.

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1) Choice questions – assessing knowledge of CSS, HTML

2) Programming task [level: Easy] – Python | Django | Currency Exchange Service – Finish implementation of Django application for currency exchange by modyfing CBV views and completing service logic.

3) Programming task [level: Easy] – JavaScript | Orders analyzer | Find an average ordered quantity for every weekday – Implement a method that will analyze orders dataset and return a map with average ordered quantity of a product for every weekday.

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