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[Udemy] Python for Data Science

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100% OFF Get Course
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100% OFF Get Course

What you’ll learn

  • Clarify machine studying and its applied sciences
  • Talk about and apply Python fundamentals
  • Perceive the NumPy bundle
  • Use information evaluation utilizing Pandas and information visualization
  • Implement supervised (regression and classification) & unsupervised (clustering) machine studying
  • Use varied evaluation and visualization instruments related to Python, akin to Matplotlib, Seaborn and so forth.

Requirements

  • Primary Python information is assumed
  • Some software program improvement expertise (together with languages, databases…)

Description

This course is an foundational introduction to Python and how one can apply it in information science.  The course accommodates about 60 lectures and seven.5 hours of content material taught by Praba Santanakrishnan, a extremely skilled information scientist and former senior information science and AI skilled veteran at Microsoft.

Beginning with some fundamentals about “what’s information science,” and “who’s a knowledge scientist,” this system quickly transfer into the precise challenges of knowledge science. This contains the challenges of:

  • Drawback definitions and accumulating information
  • Information science methodologies
  • Kinds of machine studying, together with supervised and unsupervised machine studying, in addition to methodologies and clustering
  • Information pipelines
  • Information preparation and cleansing
  • Information analytics and open supply instruments
  • Information mannequin constructing validation
  • Information visualization
  • NumPy, Pandas, Python Pocket book, Git, REPL, IDS and Jupyter Pocket book.
  • Arrays, superior arrays, and matrices
  • Different varied information science functions

Who this course is for:

  • New Python builders seeking to shortly develop and eager understanding of the facility of Python
  • Early stage customers of Python who want to make use of Python in critical, enterprise degree functions
  • People who’re accustomed to information science and want to grasp the optimum makes use of for Python

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