2026_COMP_MTech_MTCST 204(B): Big Data Analysis

টপিক সীমারেখা

• 

  সাধারণ

  • Announcements ফোরাম
• 

  Introduction

  • Introduction to Big Data URL

    Download PDF - https://drive.google.com/file/d/15lKUxDfAysef3NmBfOae78OIKStoM2v2/view?usp=drive_link

  • Linear Algebra URL

    PPT- https://www.dropbox.com/scl/fi/x0u28jpdyazeip1v2f9gi/02_Linear-Algebra-and-Big-Data-Analysis.pptx?rlkey=9fv2b8j186y3f5d2mnvkcuxxs&dl=0

  • Probability Distribution and Hypothesis testing URL

    PPT - https://www.dropbox.com/scl/fi/nckm1ca0lgg3eho03jm64/03_Probability-Distribution-and-Hypothesis-testing.pptx?rlkey=ziz6lm30xljdni6v2sk6dur0b&dl=0
    

  • Optimization URL
• 

  NoSQL Database

  • Relational Database vs NoSQL পৃষ্ঠা

    Intrduction to different NoSQL DB structures and difference between SQL and NoSQL DB

  • MongoDB পৃষ্ঠা

    PPT -https://www.dropbox.com/scl/fi/cc5j3mzryrx9vbsv5jew7/06_mongoDB.pptx?rlkey=i700a9juz5e0l60vd9hvnwa1z&dl=0

  • Apache Cassandra পৃষ্ঠা

    
    

• 

  Data Warehousing and ETL

  • Data Warehouse, OLAP and ETL পৃষ্ঠা
• 

  Machine Learning

  • Association Rule Mining পৃষ্ঠা

    It is also known as Market Basket Analysis

• 

  Hadoop

  • Hadoop Ecosystem URL