Data Preprocessing & Analysis In Python

Data Analysis In Python Material
Demo Data Analysis In Python
1 Topic
Uber Data Analysis Project Dataset Understanding
Introduction To Matrix
 13 Topics
Matrix Introduction & Types
Matrix Multiplication Operation
Scalar Multiplication Matrix
Determinant of Matrix
Minor Cofactor of Matrix
How to find Inverse of Matrix
What is Linear Equations
Linear Equation Variables & Expressions
How to find Linear Equations Solution
Introduction to Eigen Value & Eigen Vector
How to Find Eigen Value & Eigen Vector
Rank of Matrix
Trace of Matrix
Numpy Basics In Python
 6 Topics
Numpy Introduction
N-Dimension Array
Little Endian Vs Big Endian
Matrix Concatenation Operation
Hands on Numpy Open Source Library
Numpy Identity and Rand Function
Linear Algebra With Numpy
 3 Topics
Numpy Linear Algebra Function Introduction
Hands on Lab Linear Algebra Numpy Implementation
Linear Algebra Solve Function and Other Statistical Numpy Function
Introducing Pandas
 2 Topics
Introduction to Pandas Open Source Library
Pandas Series and Pandas Dataframe
Data Handling With Pandas
 1 Topic
Handling Data with Pandas Open Source Library
Introduction To Matplotlib Library
 1 Topic
Introduction to Matplotlib Library and Different Graphs
Data Visualization Using Matplotlib
 1 Topic
Data Visualization with Matplotlib Open Source Library
Data Preprocessing: Dataset Importing & Data Quality Assurance
 1 Topic
Data Importing & Data Quality Assurance
Data Preprocessing: Feature Sampling And Data Encoding
 1 Topic
Feature Sampling & Data Encoding
Data Preprocessing: Feature Scaling & Data Splitting
 1 Topic
Feature Scaling and Data Splitting
Uber Trip Data Analysis Python Project
 3 Topics
Uber Trip Data Analysis – Reading & Visualization
Uber Data Analysis Project Dataset Understanding
Libraries Installation And Import
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