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Statistics used in Machine Learning Algorithms

Statistics to understand the results of data analytics; regression, clustering, logistic regression, decision analysis
5.0
5.0/5
(1 reviews)
4 students
Created by IK Here

9.4

CourseMarks Score®

10.0

Freshness

10.0

Feedback

7.5

Content

Platform: Udemy
Price: $11.99
Video: 2h 3m
Language: English
Next start: On Demand

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Detailed Analysis

CourseMarks Score®

9.4 / 10

CourseMarks Score® helps students to find the best classes. We aggregate 18 factors, including freshness, student feedback and content diversity.

Freshness Score

10.0 / 10
This course was last updated on 2/2021.

Course content can become outdated quite quickly. After analysing 71,530 courses, we found that the highest rated courses are updated every year. If a course has not been updated for more than 2 years, you should carefully evaluate the course before enrolling.

Student Feedback

10.0 / 10
We analyzed factors such as the rating (5.0/5) and the ratio between the number of reviews and the number of students, which is a great signal of student commitment.

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Content Score

7.5 / 10
Video Score: 7.9 / 10
The course includes 2h 3m video content. Courses with more videos usually have a higher average rating. We have found that the sweet spot is 16 hours of video, which is long enough to teach a topic comprehensively, but not overwhelming. Courses over 16 hours of video gets the maximum score.
Detail Score: 9.2 / 10

The top online course contains a detailed description of the course, what you will learn and also a detailed description about the instructor.

Extra Content Score: 5.5 / 10

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Table of contents

Description

Great course for beginners
I will teach you the Statistics knowledge necessary to understand data analytics algorithms commonly used in data mining tools.
This course introduces concepts and statistics methods central to data analytics and business intelligence systems. To understand the results of data mining tools or machine learning tools, some basic statistics should be understood. For this course, I will explain some statistical methods, such as regression, clustering, logistic regression, and decision analysis, that are commonly used in data analytics algorithms.  After successfully completing the course, students should understand how the Statistics techniques work for data mining and machine learning, apply management science and artificial intelligence techniques for prescriptive and predictive analytics.
What you will learn
•Understand the fundamentals of statistics
•Understand how regression analysis works
•Carry out regression analysis
•Understand how clustering works
•Understand how logistic regression works
•Classification based on clustering or logistic regression
•Make data-driven decisions
Learn by doing
My teaching philosophy is to learn by doing. Step-by-step tutorials and hands-on activities help you better understand how Statistics work. For this course, software tools, including Microsoft Excel and XLMiner, are a must for the class. A reliable web browser is needed to access lectures.
Awesomeness of this course include
•Lectures with visualizations deliver the Statistics knowledge easily and friendly.
•Examples help you understand how regression, clustering, logistic regression, and decision analysis work.
•There are many demonstrations of hands-on activities with tools, including Microsoft Excel and XLMiner.

Education makes the world a better place. Make your world better with new knowledge and skills!
Our courses can be watched 24/7 wherever you are. You can view them on mobile devices with the Udemy mobile app.
I am looking forward to meeting you soon.

Requirements

• No prior experience and Statistics knowledge required
• Interests in Statistics and Data mining algorithms

You will learn

✓ Understand the fundamentals of statistics
✓ Carry out regression analysis
✓ Regression, Clustering, Logistic regression, Decision analysis
✓ Classification based on clustering or logistic regression
✓ Make data-driven decisions

This course is for

• Beginner of data mining, machine learning
• Beginner of Statistics

How much does the Statistics used in Machine Learning Algorithms course cost? Is it worth it?

The course costs $11.99. And currently there is a 60% discount on the original price of the course, which was $29.99. So you save $18 if you enroll the course now.

Does the Statistics used in Machine Learning Algorithms course have a money back guarantee or refund policy?

YES, Statistics used in Machine Learning Algorithms has a 30-day money back guarantee. The 30-day refund policy is designed to allow students to study without risk.

Are there any SCHOLARSHIPS for this course?

Currently we could not find a scholarship for the Statistics used in Machine Learning Algorithms course, but there is a $18 discount from the original price ($29.99). So the current price is just $11.99.

Who is the instructor? Is IK Here a SCAM or a TRUSTED instructor?

IK Here has created 1 courses that got 1 reviews which are generally positive. IK Here has taught 4 students and received a 5.0 average review out of 1 reviews. Depending on the information available, IK Here is a TRUSTED instructor.

More info about the instructor, IK Here

Data Analyst; Educator; Researcher
IK Here is an educator and IT professional. She is a full-time business and IT professional, where she works in the field of data analytics.   She received a Ph.D. in Business Administration with a concentration on MIS from Florida International University and masters in Statistics and Industrial Engineering from Purdue University. She worked for Samsung as a data analyst.

9.4

CourseMarks Score®

10.0

Freshness

10.0

Feedback

7.5

Content

Platform: Udemy
Price: $11.99
Video: 2h 3m
Language: English
Next start: On Demand

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