Predictive analytics is conceptual in nature to achieve competitive strategy across industries. The learner's will be benefited in this repository to know about modern data analytic concepts and develop the skills for analysing and synthesizing data sets for decision making in the firms.

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• Updated Jul 18, 2024
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The Airline Data Ingestion project automates the ingestion of daily flight transaction data into a Redshift data warehouse using AWS. Data lands in an S3 bucket, triggering ETL operations orchestrated by Step Functions. AWS Glue handles extraction, transformation, and loading, ensuring clean and enriched data for analysis.

aws data-analytics etl-pipeline aws-glue data-analytics-python

• Updated Feb 19, 2025

End-to-end Data Analytics portfolio featuring 21 business case studies: RFM segmentation, A/B testing, cohort & funnel analysis, exploratory data analysis (EDA), and operational KPI frameworks using Python.

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• Updated Aug 30, 2026
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Exploratory Data Analysis (EDA) and Feature Engineering on Delhivery logistics data using Python, Pandas, NumPy, Matplotlib, and Seaborn. Includes data preprocessing, outlier detection and treatment, categorical encoding, feature creation, and delivery performance analysis to uncover logistics and operational insights.

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• Updated Nov 4, 2026
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• Updated May 19, 2025
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A collection of end-to-end Data Analytics projects using Python, SQL, Power BI, PostgreSQL, and data visualization to uncover insights and support data-driven decisions.

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• Updated Oct 14, 2026
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Open-source AI-powered data analytics platform featuring intelligent analysis, statistical modeling, machine learning, interactive dashboards, data visualization, and automated reporting.

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• Updated Oct 14, 2026
• Python

This is Final Capstone Project for ALY6140 80956 Analytics Systems Technology SEC 04 Spring 2021 CPS. Primarily made to learn Data Analytics, Machine Learning, and AI using Python. To cluster Customer churn, understand why the customer is churning (leaving), which customer is churning, how can we predict it and stop it from happening.

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• Updated Aug 17, 2021
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Data Wrangling through Python (Basic). 🚀

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• Updated Apr 18, 2025
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"Bank churn analytics using SQL, Python and Google Looker Studio dashboard"

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• Updated Feb 5, 2026
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End-to-end A/B testing case study analyzing a redesigned credit card onboarding flow using Python, SQL, statistical inference, funnel analysis, logistic regression, and business impact modeling.

python statistics sql sqlite pandas data-analytics logistic-regression ab-testing tableau hypothesis-testing conversion-rate-optimization product-analytics business-analytics a-b-testing funnel-analysis data-analytics-project data-analytics-python

• Updated May 9, 2026
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End-to-end UAE retail & logistics analytics — SQL, Python, Streamlit

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• Updated Aug 10, 2026
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Collection of data analytics tasks completed during my Elevvo internship, including Python, SQL, and visualization projects for hands-on learning.

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• Updated Oct 12, 2025
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Machine Learning-Based SMS Spam Detection System using NLP, TF-IDF Vectorization, Logistic Regression, Scikit-Learn, and Streamlit for Real-Time Text Classification.

python nlp data-science machine-learning natural-language-processing text-classification scikit-learn nltk data-analytics logistic-regression tfidf spam-detection joblib streamlit data-analytics-python sms-spam-classification

• Updated Jun 14, 2026
• Python

A Data analytics/viz study on the Barcelona airbnb listings

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• Updated Mar 12, 2023
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The goal of this project is to explore the reasons behind employee attrition.

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• Updated Oct 28, 2024
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