Data Analysis with Python - A Complete Guide!: 4-in-1

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Data Analysis with Python - A Complete Guide!: 4-in-1, Gain an in-depth understanding of data analysis to start your journey to become a Data Science practitioner using Python

Created by Packt Publishing

What you'll learn

• Explore hands-on data analysis and machine learning by coding in Python.
• Implement Machine Learning algorithms and delve into various machine learning techniques, and their advantages and disadvantages.
• Learn how to build predictive models and understand the principles of Predictive Analytics.
• Extract useful information from websites using Selenium in Python.
• Program and employ a Scrapy spider for successful web scraping.
• Understand exploratory data analysis, summarizing data, and creating statistics out of data with Pandas.
• Work with regression, classification, clustering, supervised and unsupervised machine learning, and much more!
• Learn about the most important libraries for doing Data Science with Python and how they can be easily installed with the Anaconda distribution.
• Understand the basics of Numpy which is the foundation of all the other analytical tools in Python.

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