Sachin MM's Projects
Car Price Prediction End to End Model.
Actual vs Budget calculation is a critical component of financial analysis in a company. It involves comparing the actual financial performance of the company, such as revenue, expenses, and profitability, with the budgeted or planned amounts.
"Here, you can find follow-up questions in an interview."
Data Science Personal Notes
Data cleaning is an essential step in preparing data for machine learning models. Here is simple way to understand the procedure.
Python data science projects and use Scikit-Learn, NumPy, and Pandas for analysis. Learn how to visualize data with Matplotlib and Seaborn, and create compelling stories that help you make wise decisions. Gain experience by working on practical projects.
The aim of this analysis is to predict the price of diamonds based on their characteristics. The dataset used for this analysis is the Diamonds dataset from Kaggle.
Beginner project on CNN.
This is data of direct marketing campaigns (phone calls) of a Portuguese banking institution. The classification goal is to predict if the client will subscribe a term deposit (target variable y).
Analyzed sales data with interactive dashboard
Python to analyze and predict the trend of employee absenteeism in a given company and what actions the company should take to reduce such absenteeism.
Attrition is a crucial metric that indicates the percentage of employees who leave an organization, either voluntarily or involuntarily, due to reasons such as resignation, termination, death, or retirement. It is an essential indicator that HR departments use to monitor and improve workforce planning and management.
Beginner project on DL.
Analyzing reviews, average votes, minimum order, and revenue generation in the food delivery industry using Power BI is crucial for several reasons. Lets discuss further
Power BI empowers medical professionals with comprehensive data integration, interactive visualizations, real-time monitoring, collaboration, and actionable insights for accurate diagnoses and improved patient care.
Attrition refers to the phenomenon of employees leaving a company, which can be detrimental to the organization in terms of productivity, knowledge loss, and increased recruitment costs.
In this notebook, I have made an attempt to develop a model to solve the Kaggle Problem Statement - Flight Fare Prediction using ML Regression. Here, I have implemented various ML regression models and finally decided upon Random Forest Regressor for predictions.
Simple way to understand popular machine learning models.
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This repo contains the code of my portfolio and resume
Published BI Dashboard
GitHub landing page layout.
This repo contains the code of www.sachinsatya.in portfolio and resume
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Doing a sales vs. budget project on Power BI can be highly beneficial for businesses in several ways. Power BI is a powerful data visualization and business intelligence tool that enables users to analyze and interpret large volumes of data, making it ideal for sales and budget analysis.
sales analysis & visualization plays a crucial role in analyzing and presenting sales data effectively. It involves creating visually appealing and informative representations of sales performance to gain valuable insights and make data-driven decisions.
To analyze the Australian state's School data using Power BI from 2009 to 2018,update the data in Power BI as new information becomes available to maintain accurate and up-to-date analysis.
Please check SQL Notes from Basics to Advanced, Which is also posted in LinkedIn
For this project, you play a role as a newly hired Data Analyst for a pharmaceutical company.
An SQL analysis of reported crimes in the city of Chicago and the average daily temperature between 2018 and 2022.