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Учебные материалы по анализу данных
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Time Series Analysis Tutorial with Python
Get Google Trends data of keywords such as 'diet' and 'gym' and see how they vary over time while learning about trends and seasonality in time series data.
17 января 2018 г.
Kaggle Tutorial: EDA & Machine Learning
In this Kaggle tutorial, you'll learn how to approach and build supervised learning models with the help of exploratory data analysis (EDA) on the Titanic data.
21 декабря 2017 г.
AWS EC2 Tutorial For Beginners
Discover why you should use Amazon Web Services Elastic Compute Cloud (EC2) and how you can set up a basic data science environment on a Windows instance.
6 декабря 2017 г.
Exploratory Data Analysis of Craft Beers: Data Profiling
In this tutorial, you'll learn about exploratory data analysis (EDA) in Python, and more specifically, data profiling with pandas.
13 апреля 2017 г.
Deep Learning with Jupyter Notebooks in the Cloud
This step-by-step tutorial will show you how to set up and use Jupyter Notebook on Amazon Web Services (AWS) EC2 GPU for deep learning.
23 марта 2017 г.
Python Exploratory Data Analysis Tutorial
Learn the basics of Exploratory Data Analysis (EDA) in Python with Pandas, Matplotlib and NumPy, such as sampling, feature engineering, correlation, etc.
15 марта 2017 г.
Scipy Tutorial: Vectors and Arrays (Linear Algebra)
A SciPy tutorial in which you'll learn the basics of linear algebra that you need for machine learning in Python, with a focus how to with NumPy.
8 февраля 2017 г.
Web Scraping and Parsing Data in R | Exploring H-1b Data Pt. 1
Learn how to scrape data from the web, preprocess it and perform a basic exploratory data analysis with R
12 января 2017 г.