Fundamentals of Data Analytics
- DURATION61 Hours
- SKILL TYPEEmerging Tech
- COSTFree
- PATHWAY/COURSESCourse
- TYPE OF FORMATSelf Paced
- INDUSTRYData analytics
- COURSE CATEGORYIndustry and Govt. Approved
Why should you take this course?
As Data Analytics is increasingly becoming the critical driver of decision-making, there is a growing demand for professionals with these skills in the industry. With this course, learners will get hands-on experience, for instance on population and sampling, measures of location and variability, and estimation and hypothesis testing. Additionally, this course prepares a learner for SSC NASSCOM Certification for AI BDA competencies of :
- Pre-process data (N8102)
- Exploratory Data Analysis (N8103)
Who should take this course?
Data enthusiasts, graduates as well as professionals who have handled data and statistics must upskill in the fundamentals of Data Analytics with this course. With practical experience, the participation certificate validated by SSC NASSCOM will add credibility to your digital expertise.
Curriculum
Module 1: Introduction to Basic Numeric Descriptive Measures
Understand the Measures of Central Tendency & Dispersion - Mean, Median, Mode, Variance as well as Standard Deviation Basic Bivariate Statistics - Covariance & Correlation.
Module 2: Introduction to Probability Distributions and Statistical Inference
Develop a strong foundation in Basics Probability Distributions - Significance of Normal Distribution Statistical Inference - Hypothesis Testing.
Module 3: Frequently Applied Statistical Tests
Learn the methods for Statistical Tests for Hypothesis Testing - Z-test, t-test & Chi-Square Test.
By the end of this course, learners will take an assessment test that will consider your performance in all Data Cases and Quizzes to assess the application of the concepts learnt during the course.
Tools you will learn in the course
Analyttica TreasureHunt® LEAPS Virtual Lab