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Topic: python

Linear RegressionLinear Regression

Linear Regression

Table of Contents Table of Contents Purpose What are some examples of Machine Learning Model Types…

  • python
  • machine-learning
  • predictive-analysis
  • linear-regression
Logistic RegressionLogistic Regression

Logistic Regression

Purpose Exponential Functions Laws of Exponents Logarithm Property Note Solving Equations containing…

  • python
  • machine-learning
  • predictive-analysis
Numpy BasicsNumpy Basics

Numpy Basics

Why Numpy over Lists? Speed of computation is faster Designed for data analysis Vector operations…

  • python
  • data-analysis
  • numpy
EDA - Exploratory Data AnalysisEDA - Exploratory Data Analysis

EDA - Exploratory Data Analysis

Purpose Companies usually collect a lot of data over time. Once they have enough data, they realize…

  • python
  • data-analysis
  • pandas
  • data-visualization
Data Visualization and EDAData Visualization and EDA

Data Visualization and EDA

Purpose Understanding various types of Plots available for analyzing data Prologue Data…

  • python
  • data-analysis
  • pandas
  • data-visualization
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