Manish Chauhan

SALES DATA ANALYSIS

• Performed data cleaning and normalization to ensure data quality and consistency.
• Conducted exploratory data analysis using pandas to gain insights into sales trends, customer behavior.
• Identified seasonal sales patterns, customer segmentation and top-selling products through EDA.
• Utilized pandas along with visualization libraries like Matplotlib and Seaborn to create insightful visualizations, including time series plots, histograms,

LOAN APPROVAL PREDICTION USING LOGISTIC REGRESSION

• Developed a loan approval model using logistic Regression.
• Performed data preprocessing, data cleaning and normalization.
• Learned and applied hyperparameter tuning and feature scaling.

• The Data Analyst Course: Complete Data Analyst Bootcamp
• Python A-Z: Python For data Science With real Exercises From Udemy
• SQL and PostgreSQL: The Complete Developer’s
  Guide From Udemy