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Learning Path: From Python Programming to Data Science

Learning Path: From Python Programming to Data Science.rar

Learning Path: From Python Programming to Data Science
Learning Path: From Python Programming to Data Science by Ankita Thakur- Curator
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 17 Hours | 4.44 GB
Genre: eLearning | Language: English

Python has become the language of choice of data scientists for performing data analysis, visualization, and machine learning. If youre 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. Youll be introduced to basic and advanced programming concepts of Python before moving on to data science topics. Then, youll learn how to perform data analysis by taking advantage of the core data science libraries in the Python ecosystem. Youll 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, youll learn to use a wide variety of machine learning algorithms to solve real-world problems. Finally, youll learn deep learning along with an introduction to TensorFlow.

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

Prerequisites: Basic knowledge of any programming language (preferably Python).

Resources: Code downloads and errata:
Mastering Python - Second Edition
Learning Python Data Analysis
Python Data Visualization Solutions
Python Machine Learning Solutions
Deep Learning with Python

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)


Learning Path: From Python Programming to Data Science


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