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Statistics For Data Science Course in English

by

Learnvern

This Statistics For Data Science Course in English course on LearnVern is completely free. It will provide a comprehensive understanding of the topic and its practical applications.
Free Course
Enroll Now
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#1

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Statistics For Data Science Course in English

by

Learnvern

This Statistics For Data Science Course in English course on LearnVern is completely free. It will provide a comprehensive understanding of the topic and its practical applications.
Free Course
Enroll Now
Share

#1

See all ranking

3 Modules

with Certifications

2+ Hours

of Recorded Content

4.7 Rated

by 10000 Learners

Hindi

Language

3 Modules

with Certifications

2 + Hours

of Recorded Content

4.7 Rated

by 10000 Learners

Hindi

Language

About

Key Features

Content

FAQs

What's in it for You?

Key Features:

Available in multiples Languages
100% Self Paced Course
Lifetime access to all content
Downloadable Resources

Topics you will learn

  • Introduction to Statistics for Data Analysis and Data Science

    • Introduction to Statistics For Data Analysis and Data Science

  • Getting Started with Statistics

    • Fundamentals of Statistics

  • Descriptive Statistics

    • Basics of Descriptive Statistics
    • Measures of Frequency
    • Measures of Central Tendency - Mean
    • Measures of Central Tendency - Median
    • Measures of Central Tendency - Mode
    • Measures of Variability - Mean Absolute Deviation
    • Measures of Variability - Variance
    • Measures of Variability - Standard Deviation
    • Measures of Position
    • Measures of Shape - Skewness
    • Measures of Shape - Kurtosis, Box and Whisker Plot
    • Assignment : Descriptive Statistics
    • Quiz : Descriptive Statistics

  • Inferential Statistics

    • Basics of Inferential Statistics
    • Introduction to Probability
    • Basics of Probability
    • Probability Distribution
    • Discrete Probability Distribution
    • Continuous Probability Distribution
    • Uniform Distribution
    • Normal Distribution
    • Standard Normal Distribution
    • Log Normal Distribution
    • Exponential Distribution
    • Methods to Detect Outliers
    • Methods to Treat Outliers in Python
    • Feature Scaling - Normalization V/S Standardization
    • Sampling Methods
    • Sampling Distribution
    • Central Limit Theorem
    • Assignment : Inferential Statistics
    • Quiz : Inferential Statistics

  • Hypothesis Testing

    • Hypothesis Testing in Data Science
    • Null and Alternative Hypothesis
    • Making a Decision - Reject or Fail to Reject Null Hypothesis
    • Type I and Type II Errors
    • Covariance and Correlation Coefficients
    • Types of Correlation Coefficients
    • Assignment : Hypothesis Testing
    • Quiz : Hypothesis Testing

  • Types of Hypothesis Testing

    • Types of Statistical Tests
    • Z-Test: Critical Value Method
    • Examples of Z-Test: Critical Value Method
    • Z-Test: P-Value Method
    • Examples of Z-Test: P-Value Method
    • T-Test: One Sample Mean Test
    • T-Test: Paired Two Sample Mean Test
    • T-Test : Unpaired Two-Sample Mean Test
    • Two Sample Proportion Test
    • Chi-Square Test: Independence Test
    • Chi-Square Test: Goodness of Fit
    • ANOVA Test or F-Test
    • Assignment : Types of Hypothesis Testing
    • Quiz : Types of Hypothesis Tests

  • Fundamentals of Regression Analysis

    • Basics of Linear Regression Analysis
    • Assumptions of Linear Regression
    • Multiple Linear Regression Analysis
    • Quiz : Regression Analysis

  • Course Summary

    • Course Summary

  • Interview Questions

    • Interview Questions

  • Career Guideline

    • Career Guidelines

Course Offerings

Certificate you will get

Certificate Features

NSDC Certificate of Partnership with LearnVern.
Help build strong resume.
Great add-on to get Internship.
Upgrade your Job with this certificate proof.

After this Course

Pre Requsites

Curious Mind to learn new concepts
Strong internet connection

Course is for

Freshers

Professionals

Students

FAQ's

  • Can LearnVern’s course in English help understand, ‘what is the difference between data science and statistics?’
    Statistics is the study of data and evaluation methods that help extract the relevant information. Data Science is the domain that extensively applies statistical procedures to bring research models to function. All these skills are taught for professional use in the LearnVern Statistics Course For Data Science Course.
  • Where can I learn Statistics For Data Science in a self-paced manner?
    Visit LearnVern’s website and mobile application where you will find courses designed to support self-paced learning. The users can fulfill their learning requirements without giving up their current jobs or degree courses. They can also revisit the tutorial repeatedly till they attain complete knowledge and be confident of applying all skills.
  • What modules constitute LearnVern’s Statistics for Data Science Course in English?
    In the Statistics Tutorial for Data Science Course in English at LearnVern, the modules of professional utility are included. There are modules that help build conceptual knowledge, such as introduction to Statistics and descriptive statistics. The students can understand completely, ‘what is statistics in Data Science?’ by learning these modules. The other topics for professional use include data frequency, central tendency (mean, mode, median), measures of shape, etc.
  • How LearnVern’s features offer complete learning of Statistics concepts used in Data Science?
    LearnVern’s environment is completely conducive to full learning. In this app, the courses can be learned with self-paced tutorials that ensure excellent fluency in applying concepts at work. The course is translated in English to simplify the learning for Medium English students. Whenever stuck, the learners can join the discussion board and get doubts cleared by discussing with co-learners. The assignment and quiz offer ample practice material and make candidates quite confident of applying the Statistics for Data Science concepts professionally.
  • Is there any fee for joining the LearnVern Statistics for Data Science Course?
    LearnVern offers the Statistics and Data Science Course free of cost for all. Those having access to mobile devices with iOS and Android functionality can join the LearnVern app that charges nothing for learning. Should you avail the National Skill Development Certificate at the end of the course, you may need to pay a nominal fee for the same.
  • Who can join the Statistics tutorial for Data Science? Is there any technical knowledge required?
    If you have an interest in math and number-crunching and have the basic knowledge of Statistics, this course is just right for you. The students may be Undergraduate and graduates, aspirants of data analysts and scientists’ jobs, and statisticians who wish to pursue a career in Data Science. This course can benefit entrepreneurs, too, who can learn to predict sales and plan resources accordingly.
  • What jobs are available for the learners of Statistics in Data Science?
    Jobs such as data analyst, data analytics consultants, business intelligence analysts, market researchers, etc. are some opportunities one can avail on completing the Statistics for Data Science Course. You can earn anywhere in the range of 2-20 lakhs per year on getting selected for these posts.
  • Can I join LearnVern’s advanced statistical methods in a Data Science course along with my job?
    Yes. The course is accessible on mobile devices. Students can log on to the course from anywhere, anytime. This arrangement allows them to use their leisure hours to build new skills needed for better-paying jobs. Thus, candidates can continue with their jobs and join courses on advanced statistical methods in Data Science as well.
The course focuses on Statistics For Data Science Course in English. It covers fundamentals through 3 interactive modules.
The course offers over 2 hours of recorded content.

Yes, there is a Paid Certification included with this course. The course material is entirely free; however, certification in this course requires payment of ₹999.

The course is currently available in Hindi.
Curious Mind to learn new concepts & Strong internet connection

The course is accessible on both web and mobile platforms.

This course is completely Free
To enroll in this course you can click on the Enroll Now button it will redirect you to course page, and on that page you can access the Statistics For Data Science Course in English course completely free.

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