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https://github.com/mayankyadav23/mayankyadav23

Hi, I’m Mayank! A data enthusiast turning numbers into insights. πŸ“ŠπŸ’‘ Passionate about analytics and making data-driven decisions. Let’s connect and explore the power of data together! πŸš€
https://github.com/mayankyadav23/mayankyadav23

business-intelligence data-analytics data-science machine-learning

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Hi, I’m Mayank! A data enthusiast turning numbers into insights. πŸ“ŠπŸ’‘ Passionate about analytics and making data-driven decisions. Let’s connect and explore the power of data together! πŸš€

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README

          

# 🌟 Hi, I'm MAYANK YADAV

### Data Analyst | Business Analyst | Insights-Driven Decision Making | Predictive Modeling Enthusiast

I specialize in transforming complex data into actionable insights that drive business strategies. With extensive experience in **data analytics**, **visualization**, and **predictive modeling**, I bring a unique approach to analyzing data trends and solving problems using tools like Python, SQL, Power BI, and Excel.

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## πŸ’‘ Skills & Expertise:
[![Data Cleaning](https://img.shields.io/badge/Data%20Cleaning-%E2%9C%85-green)](https://github.com/mayankyadav23)
[![Data Preprocessing](https://img.shields.io/badge/Data%20Preprocessing-%E2%9C%A8-yellow)](https://github.com/mayankyadav23)
[![EDA](https://img.shields.io/badge/Exploratory%20Data%20Analysis-%F0%9F%93%88-blue)](https://github.com/mayankyadav23)
[![Visualization](https://img.shields.io/badge/Data%20Visualization-%F0%9F%93%A2-orange)](https://github.com/mayankyadav23)
[![Predictive Modeling](https://img.shields.io/badge/Predictive%20Modeling-%E2%9A%99%EF%B8%8F-yellow)](https://github.com/mayankyadav23)
[![Machine Learning](https://img.shields.io/badge/Machine%20Learning-%F0%9F%93%88-maroon)](https://github.com/mayankyadav23)
[![Storytelling](https://img.shields.io/badge/Data%20Storytelling-%F0%9F%93%9D-lightgrey)](https://github.com/mayankyadav23)
[![Data Transformation](https://img.shields.io/badge/Data%20Transformation-%F0%9F%94%A5-red)](https://github.com/mayankyadav23)
[![Data Profiling](https://img.shields.io/badge/Data%20Profiling-%E2%9C%85-blue)](https://github.com/mayankyadav23)
[![Data Modeling](https://img.shields.io/badge/Data%20Modeling-%F0%9F%93%8A-purple)](https://github.com/mayankyadav23)

- **Data Cleaning & Preparation**: Ensuring data quality for accurate insights.
- **Exploratory Data Analysis (EDA)**: Deriving key trends from raw data.
- **Data Transformation**: Processing and converting raw data into a usable format.
- **Data Profiling**: Assessing data quality and ensuring it meets analysis standards.
- **Data Modeling**: Structuring datasets for analysis and machine learning tasks.
- **Data Visualization**: Creating dynamic dashboards using **Power BI**, **Tableau**, and **Excel**.
- **Predictive Modeling**: Using machine learning to forecast trends and outcomes.
- **Storytelling with Data**: Communicating insights effectively through reports and presentations.

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## πŸš€ Technologies & Tools:

| **Languages & Tools** | **Expertise** |
|-----------------------------|--------------------------------------------------------|
| ![Python](https://img.shields.io/badge/Python-%E2%9A%A1-yellow?logo=python&logoColor=white) | Pandas, NumPy, Scikit-Learn, Matplotlib, Seaborn |
| ![SQL](https://img.shields.io/badge/SQL-%E2%9C%85-blue?logo=postgresql&logoColor=white) | PostgreSQL, MySQL |
| ![Excel](https://img.shields.io/badge/Excel-%F0%9F%93%8B-green?logo=microsoft-excel&logoColor=white) | Advanced Functions, Power Query |
| ![Power BI](https://img.shields.io/badge/Power%20BI-%F0%9F%93%A2-orange?logo=powerbi&logoColor=white) | DAX, Visualizations |
| ![Jupyter Notebook](https://img.shields.io/badge/Jupyter%20Notebook-%F0%9F%93%88-red?logo=jupyter&logoColor=white) | Data Analysis |
| ![Google Analytics](https://img.shields.io/badge/Google%20Analytics-%F0%9F%93%A2-blue?logo=google&logoColor=white) | Traffic Analysis, Conversion Tracking |
| ![MS Word](https://img.shields.io/badge/MS%20Word-%F0%9F%93%84-blue?logo=microsoft-word&logoColor=white) | Documentation, Reports |
| ![MS PowerPoint](https://img.shields.io/badge/MS%20PowerPoint-%F0%9F%93%A2-orange?logo=microsoft-powerpoint&logoColor=white) | Presentations, Data Storytelling |
| ![MS Outlook](https://img.shields.io/badge/MS%20Outlook-%F0%9F%93%A4-blue?logo=microsoft-outlook&logoColor=white) | Communication, Email Management |
| ![GitHub](https://img.shields.io/badge/GitHub-%F0%9F%93%82-black?logo=github&logoColor=white) | Version Control, Collaboration |

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## πŸ”§ Featured Projects:

### [T20I-World-Cup-2024-Analysis](https://github.com/mayankyadav23/T20I-World-Cup-2024-Analysis)
πŸ“Š **Exploring the 2024 T20 World Cup!**
Dive into a detailed Jupyter Notebook showcasing player performances 🏏, match stats πŸ“ˆ, and team insights from the 2024 T20 World Cup.
![Jupyter](https://img.shields.io/badge/-Jupyter-F37726?logo=jupyter&logoColor=white&style=flat-square)
![Data Cleaning](https://img.shields.io/badge/-Data%20Cleaning-00BFFF?style=flat-square)
![Visualization](https://img.shields.io/badge/-Visualization-FF4500?style=flat-square)

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### [Data-Analysis-with-Python](https://github.com/mayankyadav23/Data-Analysis-with-Python)
πŸ“ˆ **Powering data-driven insights with Python**
This repository showcases data analysis projects using Python libraries like Pandas, NumPy, Matplotlib, and Seaborn. Projects include medical data visualization, time series analysis, and more.
![Python](https://img.shields.io/badge/-Python-3776AB?logo=python&logoColor=white&style=flat-square)
![Pandas](https://img.shields.io/badge/-Pandas-150458?logo=pandas&logoColor=white&style=flat-square)
![Scikit-learn](https://img.shields.io/badge/-Scikit--learn-F7931E?logo=scikit-learn&logoColor=white&style=flat-square)
![Data Analysis](https://img.shields.io/badge/-Data%20Analysis-6495ED?style=flat-square)

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### [Movie-Recommendation-Engine-ACG](https://github.com/mayankyadav23/Movie-Recommendation-Engine-ACG)
πŸŽ₯ **Your next favorite movie, predicted!**
A Python-based project that suggests movies based on user input. Using a pre-calculated similarity matrix of 4,800+ movies, it ranks and displays the top 30 recommendations.
![Scikit-learn](https://img.shields.io/badge/-Scikit--learn-F7931E?logo=scikit-learn&logoColor=white&style=flat-square)
![Machine Learning](https://img.shields.io/badge/-Machine%20Learning-4682B4?style=flat-square)

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### [Sales-Forecasting-ACG](https://github.com/mayankyadav23/Sales-Forecasting-ACG)
πŸ“Š **Predicting sales trends using data science**
Using a dataset of 8,500+ entries, this project develops a predictive model for sales based on product and store attributes.
![Python](https://img.shields.io/badge/-Python-3776AB?logo=python&logoColor=white&style=flat-square)
![Sales Forecasting](https://img.shields.io/badge/-Sales%20Forecasting-FF6347?style=flat-square)
![Data Science](https://img.shields.io/badge/-Data%20Science-4CAF50?style=flat-square)

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### [Air-BNB-Data-Analysis](https://github.com/mayankyadav23/Air-BNB-Data-Analysis)
πŸ™οΈ **NYC Airbnb Listings Analysis**
Data analysis of NYC Airbnb listings focusing on key metrics such as host performance, neighborhood trends, pricing, and customer reviews.
![Power BI](https://img.shields.io/badge/-Power%20BI-F2C811?logo=power-bi&logoColor=black&style=flat-square)
![Business Intelligence](https://img.shields.io/badge/-Business%20Intelligence-4CAF50?style=flat-square)

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### [Pizza-Sales-Analysis](https://github.com/mayankyadav23/Pizza-Sales-Analysis)
πŸ• **Discovering the secret behind top-selling pizzas!**
Using SQL to analyze 20,000+ pizza sales data and uncover patterns in customer preferences, top-selling pizzas, and peak order times.
![SQL](https://img.shields.io/badge/-SQL-4479A1?style=flat-square)
![Data Analysis](https://img.shields.io/badge/-Data%20Analysis-6495ED?style=flat-square)

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### [Accenture-North-America](https://github.com/mayankyadav23/Accenture-North-America)
🌟 **Data Analytics for a social media client**
In this job simulation, I analyzed datasets for a social media client, providing insights through visual presentations.
![Excel](https://img.shields.io/badge/-Excel-217346?logo=microsoft-excel&logoColor=white&style=flat-square)
![Forage](https://img.shields.io/badge/-Forage-FFD700?style=flat-square)

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### [Goldman-Sachs-SE](https://github.com/mayankyadav23/Goldman-Sachs-SE)
πŸ”’ **Cracking the leaked password database**
Part of the Goldman Sachs Software Engineering virtual internship, I solved a password database challenge and produced a detailed analysis.
![Security](https://img.shields.io/badge/-Cybersecurity-DC143C?style=flat-square)
![Software Engineering](https://img.shields.io/badge/-Software%20Engineering-0078D4?style=flat-square)

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### [Quantium-Data-Analytics](https://github.com/mayankyadav23/Quantium-Data-Analytics)
πŸ“Š **Analyzing customer transaction data**
Through the Quantium Data Analytics Job Simulation, I analyzed customer transaction data and provided strategic insights for business decisions.
![Jupyter](https://img.shields.io/badge/-Jupyter-F37726?style=flat-square)
![Customer Analytics](https://img.shields.io/badge/-Customer%20Analytics-6495ED?style=flat-square)

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### [TATA-Data-Visualization](https://github.com/mayankyadav23/TATA-Data-Visualization)
πŸ“Š **Driving informed decisions with data**
This project focuses on data visualization, creating impactful visuals to communicate business insights effectively for TATA.
![Data Visualization](https://img.shields.io/badge/-Data%20Visualization-FF4500?style=flat-square)
![Forage](https://img.shields.io/badge/-Forage-FFD700?style=flat-square)

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### [Netflix-Data-Analysis](https://github.com/mayankyadav23/Netflix-Data-Analysis)
🎬 **Exploring Netflix Data**
A comprehensive analysis of Netflix’s data using PostgreSQL, focusing on database normalization, reducing redundancy, and optimizing query performance.
![Excel](https://img.shields.io/badge/-PostgreSQL-4169E1?style=flat-square)
![Python](https://img.shields.io/badge/-Python-3776AB?logo=python&logoColor=white&style=flat-square)
![Tableau](https://img.shields.io/badge/-SQL-4479A1?style=flat-square)

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### [Blink-It-Analysis-Report](https://github.com/mayankyadav23/Blink-It-Analysis-Report)
πŸ“Š **Analyzing Blinkit’s sales and customer satisfaction**
A Power BI dashboard analyzing Blinkit’s total sales, item visibility, and customer ratings.
![Power BI](https://img.shields.io/badge/-Power%20BI-F2C811?logo=power-bi&logoColor=black&style=flat-square)
![DAX](https://img.shields.io/badge/-DAX-008080?style=flat-square)

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### [Used-Cars-Price-Prediction](https://github.com/mayankyadav23/Used-Cars-Price-Prediction)
πŸš— **Predicting used car prices**
Predicts car prices with **92% accuracy** using a **Random Forest model**. It takes you through data cleaning, feature engineering, and model evaluation.
![Python](https://img.shields.io/badge/-Python-3776AB?logo=python&logoColor=white&style=flat-square)
![Machine Learning](https://img.shields.io/badge/-Machine%20Learning-4682B4?style=flat-square)
![Regression](https://img.shields.io/badge/-Regression%20Analysis-6495ED?style=flat-square)

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## πŸ“ˆ What I’m Focusing on Now:
- **Advanced Data Visualization**: Enhancing skills in Power BI and Tableau.
- **Time Series Forecasting**: Predicting future trends using advanced models.
- **Data Science in Business**: Applying machine learning techniques to real-world business challenges.

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## πŸ“« Connect with Me:
[![LinkedIn](https://img.shields.io/badge/LinkedIn-blue?style=for-the-badge&logo=linkedin)](https://www.linkedin.com/in/mayankyadv)
[![GitHub](https://img.shields.io/badge/GitHub-black?style=for-the-badge&logo=github)](https://github.com/mayankyadav23)
[![Email](https://img.shields.io/badge/Email-orange?style=for-the-badge&logo=gmail)](mailto:mayanky075@gmail.com)

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## 🌱 Always Learning:
- Enhancing my knowledge of **machine learning** models.
- Best practices for **business reporting** and **data storytelling**.
- Advanced **SQL** and database optimization techniques.