Data Science with R Course

Satya Training Institute

Course Summary

IT, Software & Hardware
Class room
Beginner/Entry level

Course Overview

Satya Technologies is established in 1996 and started its services in the field of education. A journey that began as an Educational Academy has transformed over a period of time into software training provider and the training institute has been started in Ameerpet.

Satya Technologies has been doing a great job in keeping abreast with the latest versions, updates in various technologies and current market strategies, strengths, requirements and trends. With this determined attitude of providing best services Satya Technologies ventured into all the latest technologies.

Course Description

  •  Descriptive & Inferential Statistics
  • Probability Distributions
  • Sampling Distributions
  • Confidence Intervals
  •  Prediction Analytics
  •  Applied Multivariate Analysis
  •  Machine Learning
  • R Programming

Topics Covered

    Module:1 – Descriptive & Inferential Statistics

    •  Turning Data into Information
    •  Data Visualization
    •  Measures of Central Tendency
    •  Measures of Variability
    • Measures of Shape
    •  Covariance, Correlation
    • Using Software-Real Time Problems

    2. Probability Distributions

    • Probability Distributions: Discrete Random Variables
    • Mean, Expected Value
    •  Binomial Random Variable
    • Poisson Random Variable
    • Continuous Random Variable
    •  Normal distribution
    • Using Software-Real Time Problems

    3. Sampling Distributions

    •  Central Limit Theorem
    • Sampling Distributions for Sample Proportion, p-hat
    • Sampling Distribution of the Sample Mean, x-bar
    • Using Software-Real Time Problems

    4. Confidence Intervals

    • Statistical Inference
    • Constructing confidence intervals to estimate a population Mean, Variance, Proportion
    • Using Software-Real Time Problems

    Module:2 – Prediction Analytics

    Module:3 – Applied Multivariate Analysis

    Module:4 – Machine Learning

    Module:5 – R Programming

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