Description
Statistics for Data Science and Business Analysis is the name of the video training collection in the field of data and its analysis in the field of business sciences. In fact, by watching this training course, you will learn how to analyze the exact statistics of your work. What you are dealing with in this course is only data and statistics. You can become a marketer, business and data analyst by watching this course. In this course, you will learn the most basic concepts and skills to enter the field of work and become a professional in the field of data science and business analysis.
On the other hand, this course is designed in such a way that all trainings are practical. There are plenty of exercises and resources that are all provided to you to help you gain a much better understanding of the tutorials. Also, all the templates used in this course have been provided to you in Excel file format for your convenience. You will not need any prerequisites to watch this course, and all topics will be taught to you step by step from the basic level.
Items taught in this course:
- Understanding and learning the basic concepts of statistics
- Learn how to work with data types professionally step by step
- Learning and understanding the difference and working with different types of distributors
- Familiarity with confidence interval estimation and hypothesis testing
- How to make decisions based on data analysis
- Learn how to use and understand dummy variables
- And…
Specifications of the Statistics for Data Science and Business Analysis course:
- English language
- Duration: 04:51:43
- Number of courses: 92
- Education level: introductory to advanced
- Instructor: 365 Careers, 365 Careers Team
- File format: mp4
Statistics for Data Science and Business Analysis course topics
Course content
92 lectures 04:51:43
Introduction
2 lectures 04:10
Sample or population data?
1 lecture 04:02
The fundamentals of descriptive statistics
10 lectures 23:28
Measures of central tendency, asymmetry, and variability
12 lectures 24:31
Practical example: descriptive statistics
2 lectures 16:18
Distributions
7 lectures 18:46
Estimators and estimates
9 lectures 31:23
Confidence intervals: advanced topics
7 lectures 16:08
Practical example: inferential statistics
2 lectures 10:08
Hypothesis testing: Introduction
4 lectures 18:26
Hypothesis testing: Let’s start testing!
11 lectures 29:57
Practical example: hypothesis testing
2 lectures 07:19
The fundamentals of regression analysis
6 lectures 19:57
Subtleties of regression analysis
8 lectures 26:41
Assumptions for linear regression analysis
6 lectures 20:47
Dealing with categorical data
1 lecture 05:03
Practical example: regression analysis
1 lecture 14:09
Bonus lecture
1 lecture 00:26
Statistics for Data Science and Business Analysis course prerequisite
- Absolutely no experience is required. We will start from the basics and gradually build up your knowledge. Everything is in the course.
- A willingness to learn and practice
Pictures
Sample video
Installation guide
After extracting, watch with your favorite player.
English subtitle
Quality: 720p
Changes:
The 2020/3 version has increased in size by about 30 MB compared to 2019/5. There have been no changes in lessons and time.
Version 2020/6 compared to 2020/3 has reduced the time by about 1 minute.
download link
Download Udemy – Statistics for Data Science and Business Analysis 2020-6 Sub Only
Password file(s): www.downloadly.ir
Size
2.65 GB
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