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PostGraduate Diploma in Applied Data Science (Emeritus)

PostGraduate Diploma in Applied Data Science (Emeritus)

Key Facts

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Provider
School
Language
Level
Emeritus
Columbia Engineering Executive Education
English
Advanced

By enrolling in this online course you will spend approx. 9 Months/ 6-8 hours per week to learn key concept of Programming.

Course Overview

Managing a business or organization in today’s world is more science than art. At the core of that science is data, and the ability to unleash its power and extract value from it is critical to any company’s success. Data science and machine learning have transformed entire industries and continue to do so. The data revolution has led to a spike in the demand for data scientists and machine learning practitioners that shows no signs of slowing down.

The Postgraduate Diploma in Applied Data Science is designed to help participants master data science, from the critical foundations of statistics and probability to working hands-on with machine learning models using Python, the world’s most popular programming language. Analytical models are more powerful when they are built with the right statistics, and this comprehensive diploma can help you learn the key statistics and probability concepts to build effective models, enhance your data interpretation skills and make well-informed decisions.

Course Syllabus

  • Use common Python packages to import data & to conduct statistical analysis.
  • Apply data distributions & sampling techniques to create data samples depict multiple forms.
  • Use advanced Python libraries (e.g. Numpy & Pandas) to assess discrete data sets & visualize data for usability.
  • Form connections & inform decision-making via decision tress, random forests & ensemble methods.

Meet your Instructors

* We try to provide you as many free online courses from multiple providers and universities but in some cases you may have pay nominal fee to get assignments and/or to claim verified Certificate or Degree from respective provider.

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