I will perform predictive data analysis using python and ml

I will perform data analysis with python and its fast, powerful, free, and open source libraries such as numpy, pandas, matplotlib, seaborn, scikit-learn. 

With this gig you can expect basic data preprocessing, such as data inspection, cleaning visualization which encompasses:

• Missing values
• Duplicates
• Standardization and normalization
• Encoding
• Detecting and removing outliers
• And other data transformations, if needed

Apart from this basic data preparation, you can also pick a second option for summarization and visualization, which is ideal for business insights, reporting or sales analysis. This type of data analysis is done with:

• Groupby and aggregation
• Pivot tables
• And crosstabulation

If you need predictive modeling, then chose this as third option. This type of advanced data analysis is done by using statistical methods or ML algorithms, for regression, and its most popular and powerful Methods/algorithms are:

• Linear regression
• Regularization
• Svm's
• Random forest
• And other tree based models

Please contact me before placing an order.