The Python Bible Volume 4

Book excerpt: MACHINE LEARNING WITH PYTHON!Machine Learning is probably the most important and fastest-growing industry in today's world. It's a much hyped term and nowadays it can be found almost everywhere. In robots, video games, the stock market, home appliances or even in cars. And it's constantly growing. The development of artificial intelligences can't be stopped and it bears almost unlimited potential (for both - good and evil). The people who don't educate themselves on this matter will be overrun by the development instead of benefiting from it.Python is definitely the language that dominates the AI market. Of course, artificial intelligences are developed in all sorts of languages but Python has become the lingua franca of machine learning in the past few years. Therefore, if you want to be part of this future, you will need to be fluent in Python and get a good understanding of machine learning.In this volume of The Python Bible series, we will dig deep into the machine learning realm and the Python language. We will train and apply complex machine learning models and at the end you will be able to develop and optimize your own AI suited for your specific tasks.The Bible of PythonWhy should you spend huge amounts of money and time just to read these 400-500 page books? They are overpriced and very dry to read. Programming is something practical. Of course theory is important but it's possible to keep it simple and precise. This is exactly what you will find in this book! Important theory precisely explained and backed up with lots of practical code. At the same time, you can finish this book in a few days because we are not beating around the bush!After reading this book and applying what you've been taught, you will be able to build your own powerful machine learning models. You will be able to predict future data by using Python and machine learning algorithms. In a nutshell: You will have an amazing basis for your future programming and machine learning career.You'll have the following skills: - Deep Understanding of Machine Learning- Applying Linear Regression to Basic Problems- Building Models For Classification of Complex Data- Using Support Vector Machines For Powerful Tasks- Applying Unsupervised Learning Models- Clustering Chaotic Data- Understanding Neural Networks- Building Models That Recognize Handwritten Digits- Building Your Own Customized Neural Network- Optimizing Machine Learning ModelsAlso, many more parts of this series will follow and you will have everything structured in the most effective way!Excel at your programming career with The Python Bible