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PySpark

PySpark SQL Date and Timestamp Functions

🔧 Setup First (Optional for Reference) from pyspark.sql import functions as F from pyspark.sql import types as T data = df = spark.createDataFrame(data, )…

Date Datetime PySpark SQL Date and Timestamp Functions
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Mar 19, 2026 2 min read
Pandas

Advanced Pandas: Performance, Time Series, ML Pipelines & Interview Questions (Part 3)

Master advanced Pandas — MultiIndex, time series resampling, rolling windows, memory optimization, Pandas 2.x features, ML pipelines, and 30+ interview Q&A.

pandas advanced pandas time series pandas performance
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Apr 15, 2026 27 min read
PySpark

PySpark Built-in Functions

These functions are commonly used with groupBy() , agg() , or select() to compute things like sum, average, max, min, count, etc. PySpark functions come fr…

Aggregate apache spark for beginners big data tutorial
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Mar 19, 2026 2 min read
SQL

SQL Server Database Shrink Maintenance

Database shrink ka matlab hai database file (ya log file) ke size ko chhota karna by removing unused space . Matlab, agar tumhare DB me data delete ho gaya h...

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Mar 25, 2026 16 min read
NumPy

The Complete NumPy Guide — Part 3: Advanced Patterns, Real-World Pipelines & Complete Interview Guide

Master NumPy's advanced internals — memory optimization, vectorization, Numba JIT, real-world data science pipelines, and the ultimate NumPy interview questi...

numpy advanced numpy performance optimization numpy vectorization
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Apr 15, 2026 32 min read
Pandas

Pandas Data Manipulation: The Complete Guide (Part 2 — Indexing, GroupBy, Merge & Reshape)

Master Pandas data manipulation — loc/iloc, boolean filtering, GroupBy, merge/join, pivot tables, melt, string ops, and apply functions with real examples.

pandas groupby pandas merge pandas pivot table
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Apr 15, 2026 24 min read