Statistics For Data Science | Data Science Tutorial | Simplilearn




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Statistics is primarily an applied branch of mathematics, which tries to make sense of observations in the real world. Statistics is generally regarded as one of the pillars of data science.

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What are the course objectives?
This course will enable you to:
1. Gain a foundational understanding of business analytics
2. Install R, R-studio, and workspace setup. You will also learn about the various R packages
3. Master the R programming and understand how various statements are executed in R
4. Gain an in-depth understanding of data structure used in R and learn to import/export data in R
5. Define, understand and use the various apply functions and DPLYP functions
6. Understand and use the various graphics in R for data visualization
7. Gain a basic understanding of the various statistical concepts
8. Understand and use hypothesis testing method to drive business decisions
9. Understand and use linear, non-linear regression models, and classification techniques for data analysis
10. Learn and use the various association rules and Apriori algorithm
11. Learn and use clustering methods including K-means, DBSCAN, and hierarchical clustering

Who should take this course?
There is an increasing demand for skilled data scientists across all industries which makes this course suited for participants at all levels of experience. We recommend this Data Science training especially for the following professionals:
IT professionals looking for a career switch into data science and analytics
Software developers looking for a career switch into data science and analytics
Professionals working in data and business analytics
Graduates looking to build a career in analytics and data science
Anyone with a genuine interest in the data science field
Experienced professionals who would like to harness data science in their fields

Who should take this course?
There is an increasing demand for skilled data scientists across all industries which makes this course suited for participants at all levels of experience. We recommend this Data Science training especially for the following professionals:
1. IT professionals looking for a career switch into data science and analytics
2. Software developers looking for a career switch into data science and analytics
3. Professionals working in data and business analytics
4. Graduates looking to build a career in analytics and data science
5. Anyone with a genuine interest in the data science field
6. Experienced professionals who would like to harness data science in their fields

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Comment List

  • Simplilearn
    January 20, 2021

    Wanted to learn more about Data Science for FREE? Visit us at https://www.simplilearn.com/skillup-free-online-courses?utm_campaign=DataScience&utm_medium=Comment&utm_source=youtube

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  • Simplilearn
    January 20, 2021

    Excellent info…kudos to Simplilearn…All doubts regarding statistics theory part have been shattered in a single video..

  • Simplilearn
    January 20, 2021

    awesome. Thank you, simplilearn

  • Simplilearn
    January 20, 2021

    I am degree second year in B.sc data science I need second semister statistics tutorial

  • Simplilearn
    January 20, 2021

    This is deva

  • Simplilearn
    January 20, 2021

    Hello sir

  • Simplilearn
    January 20, 2021

    Is Simplilearn provides data science 6 months course for a student without any graduation?

  • Simplilearn
    January 20, 2021

    Lots of good information in here, incredible

  • Simplilearn
    January 20, 2021

    Where are the slides used?

  • Simplilearn
    January 20, 2021

    I think chi square is a non parametric test….

  • Simplilearn
    January 20, 2021

    very nice ! keep it up

  • Simplilearn
    January 20, 2021

    A great summary of statistics. Very informative. I have found it useful to refresh the statistical knowledge. Thanks.

  • Simplilearn
    January 20, 2021

    Thank you sir

  • Simplilearn
    January 20, 2021

    very Informative

  • Simplilearn
    January 20, 2021

    Excellent video lecture about statistics

  • Simplilearn
    January 20, 2021

    is there any presentation for this course.

  • Simplilearn
    January 20, 2021

    Content based and even beginners can also understand.

  • Simplilearn
    January 20, 2021

    Indeed, also a good revision for U graduate with Statistics major

  • Simplilearn
    January 20, 2021

    Good content and met all the needs of the training.

  • Simplilearn
    January 20, 2021

    u r very simplilearn explanation continued
    i great u from Egypt

  • Simplilearn
    January 20, 2021

    awesome video

  • Simplilearn
    January 20, 2021

    Very nice high level explanation of statistics concepts

  • Simplilearn
    January 20, 2021

    Nice video

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