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SMART Academy

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Материалы

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  1. Competitions | Kaggle
  2. Разобраться в data science: подборка статей, курсов и конференций - Блог SkillFactory
  3. Machine Learning Crash Course  |  Google Developers
  4. Making neural nets uncool again
  5. Открытый курс машинного обучения. Тема 1. Первичный анализ данных с Pandas
  6. Machine Learning. Курс от Яндекса для тех, кто хочет провести новогодние каникулы с пол...
  7. 12 more

Time series

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  1. Archives of Series Articles at Analytics Vidhya
  2. A Complete Tutorial on Time Series Modeling in R
  3. Технический индикатор
  4. Financial Econometrics Practical
  5. Forecasting: Principles and Practice
  6. Principles of Econometrics with R
  7. 1 more

R

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  1. R Documentation and manuals
  2. R Tutorial
  3. R: Анализ и визуализация данных
  4. Manipulating Data
  5. Функции в R

Python

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  1. Yorko/python_intro

Классификация

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  1. Optimizing Probability Thresholds for Class Imbalances
  2. Machine Learning Explained: Regularization
  3. Essentials of Machine Learning Algorithms (with Python and R Codes)
  4. Otto Group Product Classification Challenge
  5. How To Improve Deep Learning Performance - Machine Learning Mastery

Кластеризация

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  1. Santa exploration
  2. dkahle/ggmap
  3. Cluster Analysis in R: Examples and Case Studies
  4. 2. S4 Classes — R Tutorial
  5. 12-clustering.pdf
  6. Векторизованные вычисления в R с использованием apply-функций
  7. 2 more

Computer Vision

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  1. Setup Windows binary script options
  2. How to setup with CPU ONLY mode · Issue #123 · rbgirshick/py-faster-rcnn

NN

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  1. Fundamentals of Deep Learning - Activation Functions and their use
  2. Visualising Activation Functions in Neural Networks
  3. Machine LearningMachine Learning
  4. pandas.DataFrame.drop — pandas 0.21.0 documentation
  5. Binary Operations
  6. Введение в нейросети
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