I will do data analysis using r programming, rstudio, sas and python

Certaines informations sont présentées en anglais.
Hassa

Pakistan

Je parle Anglais
Thank you for visiting my Profile, I'm experienced software engineer and data analyst. I'll assist with all your data analysis statistical analysis, data science, Machine learning, data analytics and ...
Plus d’infos
À propos de ce service

Hello!

Data Analysis using R and RStudio

1. Import libraries: Load necessary libraries (e.g., dplyr, ggplot2, caret).

2. Data import: Read data from CSV, Excel, or other formats using read.csv(), readxl::read_excel().

3. Data cleaning: Handle missing values, outliers, and data transformation using dplyr.

4. Data visualization: Create plots, charts, and heatmaps using ggplot2.

5. Statistical analysis: Perform regression, hypothesis testing, and clustering using stats package.

6. Machine learning: Implement models using caret package.

7. Reporting: Generate reports using R Markdown.

Data Analysis using SAS

  • Import data: Read data from CSV, Excel, or other formats using PROC IMPORT.
  • Data manipulation: Use DATA step, PROC TRANSPOSE, and PROC SORT.
  • Data visualization: Create plots, charts, and heatmaps using PROC SGPLOT.
  • Statistical analysis: Perform regression, hypothesis testing, and clustering using PROC REG, PROC TTEST.
  • Machine learning: Implement models using PROC LOGISTIC, PROC TREE.

Data Analysis using Python

1. Load necessary libraries (e.g., pandas, NumPy, Matplotlib).

2. Read data from CSV, Excel, or other formats using pandas.read_csv().

Thank you

Plus d’infos
do data analysis using r programming, rstudio, sas and python
Plein écran
do data analysis using r programming, rstudio, sas and python

Balises associées