MINITAB TIME SERIES ANALYSIS
Learning Path | 6 Course Series
This Time Series Analysis and Forecasting with Minitab includes 6 courses with 22+ hours of video tutorials and One year access. This course on time series analysis and forecasting would have access to all the fundamentals required for the learning of Minitab tool and then its application for predictive analytics.
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What you'll get
- 22+ Hours
- 6 Courses
- Course Completion Certificates
- One year access
- Self-paced Courses
- Technical Support
- Mobile App Access
- Case Studies
Synopsis
- Courses: You get access to all 6 courses in the Projects bundle. You do not need to purchase each course separately.
- Hours: 22++ Video Hours
- Core Coverage: The main aim of this course is to learn how to use Minitab for real forecasting and time series analysis
- Course Validity: One year access
- Eligibility: Anyone serious about Time Series Analysis and Forecasting with Minitab
- Pre-Requisites: Basic knowledge of Statistics
- What do you get? Certificate of Completion for each of the 6 courses, Projects
- Certification Type: Course Completion Certificates
- Verifiable Certificates? Yes, you get verifiable certificates for each course with a unique link. These links can be included in your resume/LinkedIn profile to showcase your enhanced skills
- Type of Training: Video Course – Self-Paced Learning
Content
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MODULE 1: Statistics Essentials Training
Courses No. of Hours Certificates Details Minitab GUI and Descriptive Statistics 2h 43m ✔ Statistical Analysis using Minitab - Beginners to Beyond 4h 21m ✔ -
MODULE 2: Projects based Learning
Courses No. of Hours Certificates Details Minitab - Data Analytics 4h 38m ✔ Correlation Techniques in Minitab 2h 18m ✔ Project on Minitab - Regression Modeling 9h 36m ✔ Minitab Predictive Modeling using Excel 55m ✔
Description
To understand the meaning of the “name” of the course, let us break down the curses and understand them word by word so that the intent of the course would be clear to our learners and we would set an expectation for our learners who would be pursuing the course. Let us start to understand what Minitab is. Minitab is a software used in statistics cases. As the software, Minitab is capable of data analysis, pattern detection through statistics, and data crunching. Most of the calculation is automated, and graphs are generated per the functionality required by the analyst working on the use cases. For this course specifically, we would be exploiting the use of Minitab for Time Series Analysis and Forecasting.
Now, let us understand what time series analysis is. Time series data is a collection of data over some time or interval. When captured over time, the data typically might have some internal structure, for example, autocorrelation, trends, seasonality, stationarity, and many such fundamentals. For example, let us think about the sales of umbrellas or raincoats. We can see that when selling these items, we might encounter a seasonal aspect, such as that they might be sold high during the onset of the rainy season. Also, we can see that the data itself might auto-correlate itself to the promos that might have been set by some stores, online or offline, and many more such intricate details through the understanding of time series analysis fundamentals.
Now that we know how to analyze the time series, it becomes pretty evident what to do with the studies or hypotheses we developed as a part of the study. The answer lies in prediction! We would understand the fundamentals through historical time series data and then utilize that deep insight to predict or forecast for the future. In this way, we could capture historical trends and seasonality and utilize them to gain better insight into what’s in store in the future.
Sample Certificate
Requirements
- None of our courses come with a prerequisite attached to them. We start our courses from scratch so that it becomes a practice for our learners to not look elsewhere in whatever other courses they may pursue from EduCBA. We have made all concepts available under one roof! This practice has been named “EduCBA” and is the most sought-after training-providing center. Having said that, some prerequisites are “good to have” for quicker grasping of concepts in this course, and here they are:
- Having fair knowledge about statistical inferences of terminologies like mean, Standard deviation, etc., would be helpful.
- There is some possibility of coding in Minitab, so having some background in coding would be helpful.
- There should be an open-mindedness towards creativity as data analytics requires a lot of creativity and out of box thinking.
- One super-critical prerequisite is the urge to solve the assignments or projects independently.
Target Audience
- We never set a “target” for our audience for any of our courses; the same is true for this course. We start everything from scratch and try to build from there, and the only thing we require is a sense of perseverance and full dedication to the course. Any university student pursuing a course on data analysis in mathematics and statistics could use this course as a one-stop shop for all the queries encountered during their course of study. This course or training can also be used by people who want to bridge the gap in moving to the next role. As we say, this course has those ingredients to bridge the gap. Also, for people who have been in the space of time series analysis and want to have a quick revision, this course is not bad either! This is where you find all the terms you need to be refreshed for your day-to-day activities at your job.
Course Ratings
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Offer ends in:
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The course training on predictive modeling is again a superb brilliant course from educba. The training on predictive modelling gives immense knowledge on the area of predictive analytics, machine learning and various other areas which are linked with predictive modeling. Good course with examples on how to implement predictive modeling. Thank you educba.
Abhijeet Prithviraj Patil
In this course named "Predictive modeling and implementation using MS excel",i learned about the statistical calculation using excel. the course is very comprehensive and easy to memorize because of the expertise of the lecturer. with this course i can avoid many error when doing statistical calculation like Anova. it also helps me to save time. THANKS EDUCBA
SEYNI SOULEY BOUBACAR
Educba gave a good platform to enhance your skills. Predictive Modelling course was designed in such a way that students can easily understand and learn it. The best part about this course is that it helps to learn it practically using Microsoft Excel tool. Correlation and regression has been used in Industry very frequently and this course has helped me in learning it and gave a wider prospective about it. Thank you Educba for adding this course in your protfolio
Sushmita Mandal
The course helped me to get insights on the various hypothesis that are done to do the predictive analysis which helps us to make observations and also make predictions and analyze the behavior of the trend, also working on minitab was a great experience wherein getting the descriptive analysis is much more easier than excel.
Atish Palav