By this tutorial you will easily download complete book of Mastering machine learning with python in sex steps one by one. This book is for everyone. By this book you will learn machine learning with python completely. Python is very easy high level programming language. And you can easily understand python programming language concepts.
By this book you can build your own python and machine learning concepts. By this book you will also learn python window installation, OSX installation, Linux installation. This book is for those people who wants to start learning machine learning with python programming languages. By this book you can also learn Artificial Intelligence evolution, statistics, machine learning categories, exploratory data analysis and model of diagnosis and tuning. This book is free of cost. You can easily download this PDF book.
| Book | Complete Machine learning Mastering with Python in Six steps |
| Language | English |
| Size | 9 MB |
| Format |
From this book you can learn these topics in detail:
Getting Started in Python
- Windows Installation, OSX Installation, Linux Installation
- My First Python Program
- Code Blocks
- Comments in Python
- Control Structure
- User-Defined Functions
- Exception Handling
- History and Evolution of Machine Learning
- Different Forms of Machine Learning
- Machine learning categories
- Machine learning perspective Data
- Nominal, Ordinal, Interval, Ratio Scale of Measurement
- Correlation and Causation
- Polynomial Regression
- Logistic Regression
- Stochastic Gradient Descent
- Support Vector Machine
- K Nearest Neighbors
- Unsupervised Learning Process Flow
- Rare event/Imbalanced Dataset
- K-Fold Cross-Validation
- Extremely Randomized Trees
- Boosting
- Stacking
- Data Assemble
- Data Exploration
- Deep and Reinforcement Learning
- Recurrent Neural Network
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