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...is a collective term for characteristics that the two institutions share.
·-- PUBLISHER -----·> Packt Publishing
·-- LECTURESHIP ---·> Learning Path: From Python Programming
to Data Science
·-- LECTURE DATE --·> 05-2017
05-2017 {Published}
·-- PERIOD in HRS--·> 20+
·-- SCALE ---------·> 89x50mb
·-- LECTURE LINK --·> https://goo.gl/ZOfRHE
Basic programming and high-end data science techniques
In Detail
Python has become the language of choice of data scientists for
performing data analysis, visualization, and machine learning. If youÆre
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.
YouÆll be introduced to basic and advanced programming concepts of
Python before moving on to data science topics. Then, youÆll learn how
to perform data analysis by taking advantage of the core data science
libraries in the Python ecosystem. YouÆll 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, youÆll learn to use a wide variety of machine learning algorithms
to solve real-world problems. Finally, youÆll learn deep learning along
with an introduction to TensorFlow.
By the end of the Learning Path, youÆll 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
PATH PRODUCTS
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)