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Data Wrangler's Toolkit

Abstract​

This practical handbook shows basic principles of data processing and visualization. The book is a brief overview of current workflows in data science and analysis. You will learn how to utilize Python, R, and data science libraries to match your project from data collection and formatting to time-series forecasting.

what you will learn?

We will learn basics of:

  • Data Management
  • Data Wrangling
  • Time-Series Forecasting
  • R, R-Studio
  • Python
  • Jupyter Notebooks
  • Orange Data Visualization
  • Neural Networks and Deep Learning Algorithms

We will use Anaconda Python distribution platform and conda as package manager. The instructions will be for Windows and Linux installations.

What's next?​

  • Data Science Basics
  • Data Collection
  • Data Cleansing
  • Forecasting

Cover​

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