Data Analysis With Python 2022

سرفصل های دوره

1 - Summary

1 - Summary

2 - Module 1

2 - Basic Concepts

2 - Module1.pdf

2 - data concept.zip

3 - Anaconda Individual Edition Installation.html

3 - anaconda individual edition.zip

3 - anaconda individual edition requirements.zip

3 - getting started with anaconda individual edition.zip

3 - Module 2

1 - Data Types 1.html

6 - Lab1-Datatypes.zip

6 - markdown documentation.zip

6 - python tutorial.zip

6 - solution to lab 1.zip

7 - Python data types Part 2

8 - Lab2-Datatypes.zip

8 - solution to lab 2.zip

10 - Lab3-DataFrame.zip

10 - Module2.pdf

10 - Operations.csv

10 - Python data types Lab 3

10 - solution to lab 3.zip

4 - Module 3

11 - Quantitative Data Properties

12 - Lab4-DataProperties.zip

12 - Module3.pdf

12 - Quantitative Data Properties Lab 4

12 - kurtosis.zip

12 - skewness.zip

5 - Module 4

13 - Employees.csv

13 - Lab5-DataPreProcessing.zip

13 - Module4.pdf

13 - Operations-empty.csv

13 - PreProcessing Data in Python

13 - frequency distribution.zip

13 - normal distribution.zip

13 - solution to lab 5 preprocessing data in python.zip

6 - Module 5

14 - Exploratory Data Analysis Part one

14 - Lab6-EDA-1.zip

14 - Module5.pdf

14 - solution to lab 6 exploratory data analysis part one.zip

7 - Module 6

15 - Exploratory Data Analysis Part Two

15 - Fat-Supply-Quantity-Data.csv

15 - Lab7-EDA-2.zip

15 - Module6.pdf

15 - correlation and dependence.zip

15 - f distribution.zip

15 - pvalue.zip

15 - solution to lab 7 exploratory data analysis part two.zip

15 - suicide.csv

8 - Final Test

5 - Final Test.html

9 - Bonus One Chi Square

16 - ChiSquare Test

16 - Chi-Square.pdf

16 - Chi-Square.zip

16 - criticalvalues.zip

16 - multiarmed bandit.zip

10 - Bonus Two Time Series

17 - PandasReview.zip

17 - What are Time Series

17 - pandas documentation.zip

18 - TimeSeriesDateTime.zip

18 - Time Series Date and Time

19 - DailyDelhiClimateTrain.csv

19 - TimeSeriesTransform.zip

19 - Transformation Indexing and Resampling

19 - kagglecom.zip

20 - TimeSerieBasicCalc.zip

20 - Time Series Basic Calculations

20 - YesBank-StockPrices.csv

20 - kagglecom.zip

21 - TimeSerieDecompos.zip

21 - Time Series Decomposition

21 - YesBank-StockPrices.csv

21 - kagglecom.zip

21 - pandas time series.zip

21 - stats models library.zip

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تولید کننده: Udemy-Training