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Data Science for Business Analytics and Intelligence

Data Science for Business Analytics and Intelligence

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907 MB
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1
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Files
19
Category
Other
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Description
Description

Learn how to work with business data collected using Google Analytics in this hands-on course called ‘Data Science for Business Analytics and Intelligence’,created by The Click Reader.

In this course, you will learn how to understand and optimize customer datasets collected using Google Analytics. You will also learn how to perform revenue analysis on the datasets for insights on sales and profits of your business.

Next, you will take the insights gained from revenue analysis to pre-process the data and apply Machine Learning in order to predict the revenue. As a part of this course, you will be using LightGBM (Light Gradient Boosting Machine) to model the data.

There are hands-on exercises at the end of each lecture and the knowledge you gain through this course can be extended to any other domain of business.
Who this course is for:

Any developer looking to learn how to perform business analytics and intelligence using Python.

Requirements

Basic understanding of Python.
Basic understanding of Machine Learning.

Last Updated 11/2020

File list
  • Data Science for Business Analytics and Intelligence
  • TutsNode.com.txt 63 B
  • [TutsNode.com] - Data Science for Business Analytics and Intelligence/1. Welcome to the course!/1. Welcome to the course!.mp4 22.4 MB
  • [TutsNode.com] - Data Science for Business Analytics and Intelligence/1. Welcome to the course!/1. Welcome to the course!.srt 1.5 KB
  • [TutsNode.com] - Data Science for Business Analytics and Intelligence/1. Welcome to the course!/2. Overview of the learning methodology.mp4 12.4 MB
  • [TutsNode.com] - Data Science for Business Analytics and Intelligence/1. Welcome to the course!/2. Overview of the learning methodology.srt 2.4 KB
  • [TutsNode.com] - Data Science for Business Analytics and Intelligence/2. Hands-on lessons/1. Understanding and optimizing customer datasets.mp4 156.7 MB
  • [TutsNode.com] - Data Science for Business Analytics and Intelligence/2. Hands-on lessons/1. Understanding and optimizing customer datasets.srt 14.8 KB
  • [TutsNode.com] - Data Science for Business Analytics and Intelligence/2. Hands-on lessons/1.1 Understanding and optimizing customer datasets.zip 46.6 MB
  • [TutsNode.com] - Data Science for Business Analytics and Intelligence/2. Hands-on lessons/2. Cleaning our customer dataset.mp4 204.1 MB
  • [TutsNode.com] - Data Science for Business Analytics and Intelligence/2. Hands-on lessons/2. Cleaning our customer dataset.srt 19.2 KB
  • [TutsNode.com] - Data Science for Business Analytics and Intelligence/2. Hands-on lessons/2.1 Cleaning our customer dataset.zip 30.8 MB
  • [TutsNode.com] - Data Science for Business Analytics and Intelligence/2. Hands-on lessons/3. Revenue Analysis and Data pre-processing.mp4 191.5 MB
  • [TutsNode.com] - Data Science for Business Analytics and Intelligence/2. Hands-on lessons/3. Revenue Analysis and Data pre-processing.srt 20 KB
  • [TutsNode.com] - Data Science for Business Analytics and Intelligence/2. Hands-on lessons/3.1 Revenue Analysis and Data pre-processing.zip 29.3 MB
  • [TutsNode.com] - Data Science for Business Analytics and Intelligence/2. Hands-on lessons/4. Using Machine Learning to predict revenue.mp4 183.9 MB
  • [TutsNode.com] - Data Science for Business Analytics and Intelligence/2. Hands-on lessons/4. Using Machine Learning to predict revenue.srt 18.5 KB
  • [TutsNode.com] - Data Science for Business Analytics and Intelligence/2. Hands-on lessons/4.1 Using Machine Learning to predict revenue.zip 19.7 MB
  • [TutsNode.com] - Data Science for Business Analytics and Intelligence/3. End of Course/1. End of Course.mp4 9.1 MB
  • [TutsNode.com] - Data Science for Business Analytics and Intelligence/3. End of Course/1. End of Course.srt 600 B

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