What's included

• Data analysis deliverables such as the following:

  For your project, I will do an extensive data analysis that will result in the following outputs: 1. Data Cleaning: Duplicates, missing values, and outliers will be removed from your data as I clean and prepare it. Additionally, I'll change your data to the format needed for analysis. 2. Descriptive Statistics: I will offer descriptive statistics for each variable in your dataset, including mean, median, mode, standard deviation, and range. This will help you understand the distribution of your data at a fundamental level. 3. Data visualization: In order to better help you comprehend the distribution and correlations between the variables in your dataset, I will produce visualizations such as histograms, scatter plots, and box plots. This will also make it easier for you to spot any patterns or trends in your data. 4. Machine Learning Models: In order to produce predictions based on your data, I will build machine learning models including logistic regression, decision trees, random forests, and linear regression. 5. Data Visualization and Report: I'll write a thorough report that compiles the results of the data analysis. Tables, graphs, and visualizations will be used in the report to portray the findings in a clear manner. I will also offer a written explanation of the conclusions and advice derived from the analysis. Naturally, depending on the project's needs and scope, different deliverables may be needed for your data analysis project. But I do hope that this serves as a useful starting point for you to develop a deliverable description that appropriately depicts the job you will be undertaking.