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Statistics for Data Science in 7 mins |What, When & Why| [Data Science]

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"Statistics for Data Science in 7 mins" gives detail insight of what is statistical analysis.
Statistics: The Data is at the core of Data Science. Statistics is all about understanding data in a mathematical way for actionable insights.
In this tutorial, we talk about what when & why of statistics, as well as different stages through which any statistical analysis project will go through. The different stages are as follows:
- Business Objective
- Data Collection
- Data Visualization
- Data Pre Processing
- Modelling
- Interpret
By the end of this video, you will understand the purpose of statistics for data science and the impact of our mentioned stages through a case study of TATA Salt.
Time Stamps:
00:00 Intro
00:56 What is statistics
01:30 Techniques Used In Statistical Analysis
01:54 TATA Salt Case Study Intro
02:16 Six Steps Involved In Statistical Analysis
02:29 Objective Analysis
02:51 Data Collection
04:25 Visual representation Of data
04:40 Data Pre Processing
07:07 Modelling Of Data
07:45 Interpretation
Please do follow us on social media platforms
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For More Information:
Toll Free (IND) : 1800 212 2120
| +91 80080 09704
Malaysia: 60 11 3799 1378
USA: +1(281) 971-3065
UK: +44 203 514 6638
AUS: +6 128 520-3240
Statistics: The Data is at the core of Data Science. Statistics is all about understanding data in a mathematical way for actionable insights.
In this tutorial, we talk about what when & why of statistics, as well as different stages through which any statistical analysis project will go through. The different stages are as follows:
- Business Objective
- Data Collection
- Data Visualization
- Data Pre Processing
- Modelling
- Interpret
By the end of this video, you will understand the purpose of statistics for data science and the impact of our mentioned stages through a case study of TATA Salt.
Time Stamps:
00:00 Intro
00:56 What is statistics
01:30 Techniques Used In Statistical Analysis
01:54 TATA Salt Case Study Intro
02:16 Six Steps Involved In Statistical Analysis
02:29 Objective Analysis
02:51 Data Collection
04:25 Visual representation Of data
04:40 Data Pre Processing
07:07 Modelling Of Data
07:45 Interpretation
Please do follow us on social media platforms
---------------------
For More Information:
Toll Free (IND) : 1800 212 2120
| +91 80080 09704
Malaysia: 60 11 3799 1378
USA: +1(281) 971-3065
UK: +44 203 514 6638
AUS: +6 128 520-3240
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