Mastering Data Science with R: From Beginner to Master.

سرفصل های دوره

R programming for Data Science

1. Introduction

1.1 Beginners R Programming Assignment.docx

1.2 Introduction to Data Science and R Programming.pdf

1. Introduction to Data Science and R Programming

2.1 Introduction to Data Preparation Assignment.docx

2.2 Introduction to data presentation.pdf

2. Introduction to Data Preparation

3.1 Data and Introduction to Functions.docx

3.2 Data and Introduction to Functions.pdf

3. Data and Introduction to Functions

4.1 Functions assignment.docx

4.2 Functions.pdf

4. Functions

2. Intermediate R

1.1 Introduction to R statements Assignment.docx

1.2 Introduction to R statements.pdf

1. Introduction to R statements

2.1 Data Import Assignment.docx

2.2 Data Import.pdf

2. Data Import

3.1 Data Export and Missing Values - Assignment.docx

3.2 Data Export and Missing Values.pdf

3. Data Export and missing Values

4.1 Correlations Assignment.docx

4.2 Correlations.pdf

4. Correlations

3. Data Visualization and Comparing Means

1.1 Introduction to visualization assignemnt.docx

1.2 introduction to visualization.pdf

1. Introduction to Visualization

2.1 Charts Assignment.docx

2.2 Charts.pdf

2. Charts

3.1 Assignment Comparing Means in R.docx

3.2 COMPARING MEANS.pdf

3. Comparing Means

4.1 Assignment Introduction to ANOVA in R.docx

4.2 INTRODUCTION TO ANOVA.pdf

4. Introduction to ANOVA

4. Machine Learning

1.1 Regression Analysis Assignment.docx

1.2 Regression Analysis.pptx

1. Regression Analysis

2.1 Decision Trees and Random Forest Assignment.docx

2.2 Decision Trees and Random Forest.pptx

2. Decision Trees and Random Forest

3.1 Unsupervised Machine Learning Assignment .docx

3.2 UNSUPERVISED MACHINE LEARNING.pptx

3. Unsupervised Machine Learning

4.1 End-to-End Machine Learning Project in R .pptx

4. End-to-end Machine Learning project in R

5. Time Series, Working with Dashboards and reporting

1.1 Time Series Analysis Assignment.docx

1.2 TIME SERIES ANALYSIS.pptx

1. Time Series Analysis

2.1 Time Series Analysis continued Assignment.docx

2.2 TIME SERIES ANALYSIS CONTINUED.pptx

2. Time Series Analysis Continued

3.1 Dashboards in R - Assignment.docx

3.2 Dashboards In R.pptx

3. Dashboards In R

4.1 Capstone Project.docx

4.2 R MARKDOWNS AND NOTEBOOKS.pptx

4. R Markdown and Notebooks

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تولید کننده: Udemy