I will do predictive analytics in python, pandas, and scikit learn

Data is the new oil and I will be your Python data analysis expert!

Basic Package:

Topic: Essential Data Insights with Python

Scope:

• Thorough data cleaning and organization using Pandas.
• Essential descriptive statistics (mean, median, standard deviation, etc.)
• Basic visualizations (histograms, scatter plots, line charts) to uncover patterns.
• A concise report summarizing key findings.

Standard Package:

Topic: Python Data Analysis for Informed Decisions

Scope:

• Everything in the Basic Package.
• Exploratory data analysis (EDA) for in-depth understanding.
• Correlation analysis to identify relationships between variables.
• Hypothesis testing to validate assumptions.
• Choice of one predictive model (linear regression, decision tree, etc.) for basic forecasting.

Premium Package:

Topic: Advanced Python Data Analysis & Machine Learning

Scope:

• Everything in the Basic and Standard Packages.
• Feature engineering to optimize model performance.
• Model selection and hyperparameter tuning for best results.
• In-depth model evaluation using appropriate metrics (accuracy, precision, recall, F1-score, etc.).

Reach out to me before placing your order.