Learning Path From Python Programming to Data Science Packt Publishing

Learning Path From Python Programming to Data Science Packt Publishing
Learning Path From Python Programming to Data Science Packt Publishing|4.54 GB

Description

Learning Path: From Python Programming to Data Science
by Ankita Thakur- Curator
Publisher: Packt Publishing
Release Date: May 2017

Basic programming and high-end data science techniques.

Python has become the language of choice of data scientists for performing data analysis, visualization, and machine learning. If you池e looking forward to implementing Python in your data science projects to enhance data discovery, then this is the perfect Learning Path for you. Starting out at the basic level, this Learning Path will take you through all the stages of data science in a step-by-step manner.

We begin this journey with nailing down the fundamentals of Python. You値l be introduced to basic and advanced programming concepts of Python before moving on to data science topics. Then, you値l learn how to perform data analysis by taking advantage of the core data science libraries in the Python ecosystem. You値l also get a better understanding of the data visualization concepts, how to apply them, and how you can overcome any challenges while implementing them. Moving ahead, you値l learn to use a wide variety of machine learning algorithms to solve real-world problems. Finally, you値l learn deep learning along with an introduction to TensorFlow.

By the end of the Learning Path, you値l be able to efficiently make use of Python in your data science projects.

This path navigates across the following products (in sequential order):
Mastering Python Second Edition (5h 21m)
Learning Python Data Analysis (5h 55m)
Python Data Visualization Solutions (3h 27m)
Python Machine Learning Solutions (4h 27m)
Deep Learning with Python (1h 45m)

URL:
https://www.safaribooksonline.com/library/view/learning-path-from/9781788474733/


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