Welcome to the centralized repository for Data Science coursework, computational tools, interactive labs, and academic research papers designed specifically for CSE (Data Science) students at MBU.
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Core Data Science Domains
01
Machine Learning & AI
Supervised, unsupervised algorithms, model evaluation metrics, deep neural architectures, and optimization.
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Data Processing & EDA
Exploratory Data Analysis, missing value imputation, normalization, feature engineering, and data cleaning.
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Big Data & Analytics
Distributed computing models, SQL/NoSQL databases, data pipelines, and streaming real-time analytics.
Data Science Curriculum Modules
Browse academic modules or add custom syllabus components
Essential Data Science Tools
Frameworks, libraries, environments and platforms widely used in modern Data Science
Learning Resources Library
e-Books, research papers, video lectures, and official documentation links
Data Science Assignments
Guided practice tasks to apply concepts from your course modules. These are practice activities; no due dates are assigned.
Data Preparation
Clean and Prepare a Dataset
Inspect a dataset, identify missing or inconsistent values, clean the data, and summarize the changes you made.
Exploration & Visualization
Explore and Visualize Data
Calculate descriptive statistics, identify patterns, and choose charts that communicate your findings clearly.
Machine Learning
Build a Prediction Model
Choose a prediction target, fit a simple regression model, and explain how you would evaluate its results.
Assignment PDFs
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PDF Assignment
Assignment 1
Open the assignment in the interactive flipbook reader.
Passionate Data Science student at Mohan Babu University focusing on machine learning, predictive statistical modeling, deep neural networks, and scalable data pipeline engineering.
