Data Science Course
4.0 /5- Offered byLearnVern
Data Science Course at LearnVern Overview
Duration | 6 hours |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Data Science Course at LearnVern Highlights
- Earn a certificate
- 06+ hours of on-demand video
- 59 Articles
- 7 Exercise
- 0 Downloadable Resources
- Access on Mobile and TV
- Life Time Access
Data Science Course at LearnVern Course details
- Data Science Tutorial is a comprehensive course where you will learn the fundamentals, such as data measurement, charts and graphs, measures of central tendency and shapes
Data Science Course at LearnVern Curriculum
Introduction to Data Science
Understanding of Data Science
How to use LearnVern
Data Measurement
Introduction to Data Measurement in Data Science
Types of Variables in Data Science
Levels of Data Measurement in Data Science
Data Measurement Quiz
Charts and Graphs
Charts and Graphs in Data Science
Frequency Distribution in Data Science
Bar Graphs and Pie Charts in Data Science
Summarizing Quantitative Data in Data Science
Cummulative Distribution in Data science
Histogram and Scatter Plot in Data Science
Cross Tabulation in Data Science
Charts and Graphs Quiz
Measures of Central Tendency and Variability
Measures of Central Tendency and Variability in Data Science
Mean and Percentiles in Data Science
Quartiles in Data Science
Measures of Variability in Data Science
Variance and Standard Deviation in Data Science
Application of Standard Deviation in Data Science
Z-score and Co-efficient of Variation in Data Science
Measures of Central Tendency Quiz
Measures of Central Tendency for Grouped Data in Data Science
Standard Deviation and Variance for Grouped Data in Data Science
Measures of Shapes
Skewness in Data Science
Kurtosis in Data Science
Box and Whisker Plots in Data Science
Measures of Shapes Quiz
Hypothesis Testing
Hypothesis Testing in Data Science
Statistical Hypothesis in Data Science
Errors in Statistical Hypothesis in Data Science
Statistical Inference for Single Population in Data Science
Testing Example in Data Science
Statistical Inference with Two Population in Data Science
Basics of R Programming
R Programming in Data Science
Data Types in R in Data Science
Understanding R Console and R Studio in Data Science
Analysis of Variance
Analysis of Variance and Annova in Data Science
Assumption and Variation in One-Way ANOVA in Data Science
Two way ANOVA in Data Science
Summary of ANOVA in Data Science
ANOVA Quiz
ANOVA example in Data Science
One way ANOVA Example in Data Science
Two way ANOVA Example in Data Science
Introduction to Datamining
Understanding Datamining in Data Science
Regression Analysis and Correlation
Introduction to Simple Linear Regression and Correlation in Data Science
Least Square and Residual Analysis in Data Science
Test assumption of Regression Model in Data Science
Hypothesis and Co-Efficient of Determination in Data Science
Regression Example - Creating Model in Data Science
Residual Analaysis of Model example in Data Science
Residual Analysis of Model Part 2 in Data Science
Residual Analysis of Model Part 3 in Data Science
Regression Quiz
Clustering
Understanding Clustering in Data Science
Hierarchical Clustering in Data Science
Example of Hierarchial Clustering in Data Science
K Means Clustering in Data Science
Example of K Means Clustering in Data Science
Clustering Quiz
Project
Theoretical Concepts of Dashboard
Creating Pivots and Preparing Charts
Slicers in Dashboard
Preparing Final Dashboard
Presenting Dashboard
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