Neural Networks | Нейронные сети
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Книга Data Science Essentials in Python

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📝 1zinoviev_d_data_science_essentials_in_python_collect_organiz.pdf - 💾10 881 637
​ML for Optimization Problems | Qingchen Wang | Kaggle Days

🔗 ML for Optimization Problems | Qingchen Wang | Kaggle Days
Kaggle Days China edition was held on October 19-20 at Damei Center, Beijing. More than 400 data scientists and enthusiasts gathered to learn, make friends, and compete in a full-day offline competition. Kaggle Days is produced by LogicAI and Kaggle. About LogicAI: LogicAI is a boutique Data Science consultancy company owned by Kaggle fans and Grandmasters. As a global company, they do custom end-to-end AI and Data Science development projects as well as trainings for C-level management and tech teams.
Machine Learning with Spark

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📝 Pentreath - Machine Learning with Spark.pdf - 💾4 909 606
🎥 Story of Alan Turing Prize Winner Yoshua Bengio
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Yoshua Bengio OC FRSC is a Canadian computer scientist, most noted for his work on artificial neural networks and deep learning. He was a co-recipient of the 2018 ACM A.M. Turing Award for his work in deep learning



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​Macaw: A conversational bot that enables research for tasks such as document retrieval, question answering, recommendation, and structured data exploration

https://www.profillic.com/paper/arxiv:1912.08904

🔗 Macaw: An Extensible Conversational Information Seeking Platform: Model and Code - Profillic
Click To Get Model/Code. Conversational information seeking (CIS) has been recognized as a major emerging research area in information retrieval. Such research will require data and tools, to allow the implementation and study of conversational systems. This paper introduces Macaw, an open-source framework with a modular architecture for CIS research. Macaw supports multi-turn, multi-modal, and mixed-initiative interactions, and enables research for tasks such as document retrieval, question answering, recommendation, and structured data exploration. It has a modular design to encourage the study of new CIS algorithms, which can be evaluated in batch mode. It can also integrate with a user interface, which allows user studies and data collection in an interactive mode, where the back end can be fully algorithmic or a wizard of oz setup. Macaw is distributed under the MIT License.
​Теория вероятности. Математическая статистика.
Лекция 1. Основные понятия теории вероятности
Лекция 2. Случайные величины и их характеристики
Лекция 3. Статистические гипотезы. Динамика процессов
Лекция 4. Направления теории случайных процессов
Лекция 5. Марковские случайные процессы
Лекция 6. Теория массового обслуживания
Лекция 7. Прогнозирование случайных процесов
#video #math
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