Machine Learning with Python: The Ultimate Guide for Absolute Beginners with Steps to Implement Artificial Neural Networks with Real Examples (Useful Python Tools eg. Anaconda, Jupiter Notebook)
By 作者:Daniel Géron
pages 页数: 182 pages
Publisher Finelybook 出版社: Independently published (July 19, 2019)
Language 语言: English
Book Description to Finelybook sorting
Useful Python Tools eg. Anaconda, Jupiter Notebook
Do want to learn how machine learning and neural networks work quickly and simply? Do you want to know how to build a machine learning model but you have no programming skill? Do you want to get started with learning data science?
This audiobook is going to guide you to the basics and the principles behind machine learning. Machine learning is an active research domain and includes several different approaches. This audiobook is going to help you understand the different approaches of machine learning and neural networks. It will guide you through the steps you need to build a machine learning model.
Machine learning implies programming. This audiobook will teach you Python programming. This audiobook does not require any pre-programming skills. It will help to get you started in Python programming, as well as how to use Python libraries to analyze data and apply machine learning.
Overall, this audiobook is a go-to guide for getting started in machine learning modeling using Python programming. Once you get through the audiobook, you will be able to develop your own machine learning models using Python.
Through this audiobook, you will learn:
Principles of machine learning
Types of machine learning: supervised, unsupervised, semi-supervised, and reinforcement learning
Advantages of each type of machine learning
Principle and types of neural networks
Steps to develop and fit artificial neural network model
Getting started and installing Python
Tools and platforms for Python programming
How to use pandas, NumPy, and matplotlib Python libraries
How to develop a simple linear and logistic machine learning model
How to develop and train a multi-layer artificial neural network two ways: from scratch and using the Python libraries
Even if you don’t have any background in machine learning and Python programming, this audiobook will give you the tools to develop machine learning models.
Machine Learning with Python 9781081474003.pdf