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Courses, in 8 stages

01Programming for AI/ML9 courses
02Statistics and ML Algorithms11 courses
03MLOps12 courses
04Deep Learning6 courses
05Agentic AI10 courses
06Time Series Forecasting9 courses
07Industry DS Projects15 courses
08Special Topics13 courses

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PySpark for Data Science - II: Statistics for Big Data
Introduction to Statistics for Big Data

Introduction to Statistics for Big Data

Video · 6 min · Lesson 1 of 23

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MLOps and DeploymentPySpark for Data Science - II: Statistics for Big Data

1. Introduction to Statistics for Big DataFree6 min
2. Download Resources1 min
1. Calculate the mean of a list7 min
2. Mean for a PySpark DataFrame4 min
1. How to calculate the Mode of a list7 min
2. How to calculate Mode on a PySpark DataFrame?2 min
1. How to calculate deciles and quantiles?4 min
2. Using approxQuantile on multiple columns1 min
1. Calculating Using PySpark RDD's5 min
2. On PySpark DataFrame columns3 min
1. T-Test6 min
1. F-Test6 min
1. Chi-Square Test7 min

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