Background to Lec 7 2 Basic Text Pre Processing Arif Butt Data Science
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Lec-3.12 Pandas-04 IO with CSV, EXCEL and JSON files (Arif Butt @ Data Science)
Lec-3.13 Pandas-05 Indexing Subsetting and Slicing Dataframes (Arif Butt @ Data Science)
Lec-6.17 VS Code and Python Virtual Environment (Arif Butt @ Data Science)
Lec-3.14 Pandas-06 Modifying Dataframes Part-I (Arif Butt @ Data Science)
Lec-6.16 Building a Machine Learning Pipeline (Arif Butt @ Data Science)
Lec-6.20 Logistic Regression Part-I (Arif Butt @ Data Science)
Lec-6.11 Data Preprocessing Extracting and Combining Information (Arif Butt @ Data Science)
Lec 07 Data Storage - II (Arif Butt @ PUCIT)
Lec-7.4 Feature Engineering (Arif Butt @ Data Science)
Lec 08 Design of ALU - I (Arif Butt @ PUCIT)
Lec-6.10 Data Preprocessing Feature Scaling (Arif Butt @ Data Science)
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Last Updated: August 14, 2026
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