Statistics Essentials for Analytics

BY
Edureka

Join Edureka’s Statistics Essentials for Analytics course to explore the fundamentals of statistical techniques and how they’re used for gaining insights.

Mode

Online

Fees

₹ 5399 5999

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study, Virtual Classroom
Mode of Delivery Video and Text Based

Course overview

Statistics and its various procedures form the backend of Data Science. It allows data science to understand, analyse, and predict real-time phenomena. If you’re fascinated by these and want to become fluent in statistical techniques, the Statistics Essentials for Analytics course by Edureka is an ideal training programme. It covers the basics of these techniques and explains how each one is used for a real-world data set to analyse and retrieve insights.

The Statistics Essentials for Analytics certification syllabus covers core topics like data clustering, data testing, probability, etc. It also includes real-life case studies and practical assignments for thorough evaluations. These will also help you acquire industry-relevant skills to become a fluent statistics professional. 

The Statistics Essentials for Analytics programme is completely online and self-paced. Moreover, you’ll receive lifetime access to the learning videos, the discussion forum, and the course's LMS (Learning Management System). Thus, you can revisit the topics anytime you want. Edureka also provides a valuable certificate and a resume builder tool to create a compelling CV to boost your portfolio.

The highlights

  • Resume builder tool
  • Industry-recognised certificate
  • Self-paced curriculum 
  • PPTs, videos, projects
  • Case studies and assignments
  • Unlimited programme access
  • Community forum
  • Online LMS
  • Expert instructors
  • No admission criteria
  • No-cost EMIs
  • Review exercises

Program offerings

  • Completion certificate
  • Resume builder
  • Expert guidance
  • Self-directed learning structure
  • Real-life case studies
  • No prerequisites
  • Discussion forum
  • Lifetime curriculum access
  • Videos
  • Training ppts

Course and certificate fees

Fees information
₹ 5,399  ₹5,999

The fees for the course Statistics Essentials for Analytics is -

HeadAmount in INR
Original priceRs. 5,999
Discounted priceRs. 5,399

  *No Cost EMI starts at Rs. 1,800 / month

certificate availability

Yes

certificate providing authority

Edureka

Who it is for

The Statistics Essentials for Analytics programme is ideal for: -

  • Analytics Managers who lead analyst teams
  • Developers who wish to become a data scientist
  • Business analysts wanting to understand ML (machine learning) techniques
  • ‘R’ professionals looking to captivate and analyse big data
  • Information architects looking to obtain predictive analysis expertise
  • Analysts looking to understand the various data science methodologies

Eligibility criteria

Eligibility Criteria

Anyone interested in statistics can join the Statistics Essentials for Analytics online course. There are no prerequisites. 

Certificate Qualifying Details

You must complete the course and score adequately in the curriculum project to earn the Statistics Essentials for Analytics certificate. 

What you will learn

Statistical skills

You can expect proficiency in these concepts after completing the Statistics Essentials for Analytics course syllabus: -

  • Analysing numerous types of data
  • Mastering various sampling techniques
  • Illustrating descriptive statistics
  • Applying probabilistic approaches to solve real-world problems
  • Explaining and deriving Bayesian inferences
  • Clustering techniques
  • Regression modelling
  • Illustrating the testing of data
  • Master hypothesis

The syllabus

Understanding the data

  • Introduction to data types
  • Numerical parameters for representing data
    • Mean 
    • Mode           
    • Median           
    • Sensitivity           
    • Information Gain           
    • Entropy
  • Statistical parameters for representing data

Probability and its uses

  • Need of probability
  • Uses of probability
  • Normal distribution curve
  • Density concepts
  • Bayesian inference

Statistical inference

  • Confidence margin
  • Point estimation
  • Levels of hypothesis testing
  • Hypothesis testing

Data Clustering

  • Correlation and causation
  • Dependence and association
  • Simpson’s paradox
  • Covariance 
  • Clustering techniques

Module 5: Testing the Data

  • Parametric test types
  • Parametric test
  • A/B testing
  • Experimental designing
  • Non-parametric test

Regression Modelling

  • Regression and logistic techniques
  • IV and WOE
  • Problem of collinearity
  • Heteroscedasticity
  • Residual analysis
  • Homoscedasticity

Admission details

  • Visit the official website to access Edureka’s Statistics Essentials for Analytics certification course.
  • Peruse the training details and then click on the ‘Enrol Now’ tab. 
  • Enter the on-screen details like email address and phone number to proceed to the payment page.
  • Choose your preferred payment method and select the ‘Pay Securely’ option. 
  • Once your fee payment is successful, you’ll be enrolled in the Statistics Essentials for Analytics programme.

Filling the form

Joining the Statistics Essentials for Analytics course by Edureka requires no form-filling. All you have to do is sign up/log in using your email address and contact number. Once you pay the programme fee, enrolment will be complete.

How it helps

Edureka’s Statistics Essentials for Analytics online course is designed to make you a proficient data scientist by covering the essentials of Statistics techniques. Apart from a comprehensive curriculum, Edureka also provides numerous study materials, including PPTs, projects, case studies, etc. These offer hands-on learning, enabling you to obtain the data science domain’s in-demand skills. 

Furthermore, the course completion will equip you with the lucrative Statistics Essentials for Analytics certificate. This accreditation is industry-recognised; earning it will open up multiple employment opportunities in reputed companies like Cisco, Dell, Honeywell, VMWare, etc. 

FAQs

Do I need prior data science experience to join?

No. There are no admission prerequisites. You can join without any prior knowledge whatsoever.

Is placement assistance provided?

No. However, Edureka provides a resume-building tool through the course LMS. You can use this to form a compelling resume. 

Who will be my curriculum educators?

The Statistics Essentials for Analytics programme instructors are industry practitioners with at least 10-12 years of related IT expertise.

What is the programme duration?

There’s no hard and fast course period. The Statistics Essentials for Analytics training has lifetime access, and you can revisit and relearn anytime.

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