Python Tour In Machine Learning
pdf, epub, azw3, mobi | 2021 | ISBN: ‎ B0998WKLMR | 71 pages | English | 4.1 MB

It is tried to introduce machine learning very easily in this book with python implementation technique. You will find 3 popular machine learning problems and their step by step solutions.

In chapter 1, some basic machine learning concepts is defined easily. In chapter 2, popular used
python libraries is introduced. How to install, how to use etc. In chapter 3, Implementation
of ML technique in iris plants dataset. In chapter 4, Prediction of survived and dead based
on Titanic - Machine Learning from Disaster data. In chapter 5, Training on House Prices -
Advanced Regression Techniques dataset.

The following steps are done to solve the problems:
  • Data Preprocessing
    • Checking data leakage
    • Handling Categorical variables
    • Handling missing values
    • Handling class imbalance
  • Building model and prediction
  • Cross validation
  • Various Evaluation technique

You are cordially invited to read the book.

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