Data Science with Python : Full Tutorial
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Halaman Dimodifikasi Aktif: 14 September 2020
Play Data Science with Python : Full Tutorial on PC
Chapters Included
Data Science Introduction
Data Science Environment Setup
Pandas
Numpy
Matplotlib
Data Operations
Data cleansing
Processing CSV Data
Processing JSON Data
Processing XLS Data
Relational databases
NoSQL Databases
Date and Time
Data Wrangling
Data Aggregation
Reading HTML Pages
Processing Unstructured Data
word tokenization
Stemming and Lemmatization
Chart Properties
Chart Styling
Box Plots
Heat Maps
Scatter Plots
Bubble Charts
3D Charts
Time Series
Geographical Data
Graph Data
Measuring Central Tendency
Measuring Variance
Normal Distribution
Binomial Distribution
Poisson Distribution
Bernoulli Distribution
P-Value
Correlation
Chi-square Test
Linear Regression
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