Advanced Statistics and Data Mining for Data Science

Data Science is an ever-evolving field. Data Science includes techniques and theories extracted from statistics, computer sci...

Content Provider

Packt Admin

Duration

4 hrs

Mode Of Delivery

Online

Course Validity

12 months

Course Level

Advanced

Certification By

Go1 - KRACKiN
  • ( ₹9999 ₹3499)
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Description

Data Science is an ever-evolving field. Data Science includes techniques and theories extracted from statistics, computer science, and machine learning. This video course will be your companion and ensure that you master various data mining and statistical techniques. The course starts by comparing and contrasting statistics and data mining and then provides an overview of the various types of projects data scientists usually encounter. You will then learn predictive/classification modeling, which is the most common type of data analysis project. As you move forward on this journey, you will be introduced to the three methods (statistical, decision tree, and machine learning) with which you can perform predictive modeling. Finally, you will explore segmentation modeling to learn the art of cluster analysis. Towards the end of the course, you will work with association modeling, which will allow you to perform market basket analysis. Style and Approach: This application-oriented course takes a practical approach and discusses situations in which you would use each statistical and data mining technique, the assumptions made by the method, how to set up the analysis, and how to interpret the results. No proofs will be derived, but rather the focus will be on the practical aspects of data analysis in answering research questions. 


Learning Outcomes

Start by building your basic knowledge of statistics, then move on to some classical data mining algorithms such as K-means and Apriori

Apply statistical and data mining techniques to analyze and interpret results using CHAID, Linear Regression, and Neural Networks

Acquire a wider repertoire of analytical skills to help you make smart decisions for both customers and industries


Career Opportunities

Data Analytics, Data Management, Business Analytics, Business Intelligence, Information Security, Information Center, Finance, Marketing, and Data Mining; and specifically data developers, data warehousers, data consultants, and statisticians - across all industries and sectors 


Who Should Attend

This course is suitable for developers who want to analyze data, and learn data mining, and statistical techniques in depth. This is an ideal course for those in Data Analytics, Data Management, Business Analytics, Business Intelligence, Information Security, Information Center, Finance, Marketing, and Data Mining; and specifically data developers, data warehousers, data consultants, and statisticians - across all industries and sectors 



 


Frequently Asked Questions

Where can I find courses on the Platform?

After login to KRACKiN(www.krackin.com), you can find courses on the dashboard which are segregated as skill courses, career tracks and also Annual Membership.consisting of 75000 + courses. You can enrol to any of the courses available by selecting the ‘Buy Now’ button.
Can I search courses domain wise on the platform?

Yes, Skill courses and Annual Membership plans are segregated domain wise. You can enter your domain and search for the desired courses.
Is online classes available for all the courses on KRACKiN?

No, online classes are not available for all courses on KRACKiN. Courses are designed as self- paced learning courses supported by videos, PPTs and practice quizzes etc. are provided for easy understanding of the students.
Are the course certificates valid?

Yes, the certificates are valid across all the sectors in the Industry.
Can I access your courses on Mobile device?

Yes, you can access the courses on your mobile browser.
Can my course access be extended?

We recommend you complete your assigned courses within the stipulated time as we do not have the provision to extend the course validity.
How to get my certificate after completing the course?

After the completion of all the given modules, the certificate will be auto generated by the system.

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