Dedov F. The Python Bible 7 in 1...2020 torrent

Textbook in PDF format

Become A Python Expert From Scratch!
Python's popularity is growing tremendously and it's becoming more and more relevant economically and technologically. The fields of appliaction of the language range from machine learning, over computer networking to business applications.
In this 7 in 1 version you get a full collection of The Python Bible series. From the first volume on, you will be lead on a structured way to the mastery of Python. Besides the basics and the intermediate concepts, you will also learn how to apply it in areas like machine learning, financial analysis and neural networks. After reading this collection, you will not only understand the programming language but you will also be able to work on projects in the stated fields. You will become a true Python expert!
What You Will Learn
Beginner Level:
Basics of Programming with Python
Automation of Simple Processes
Programming of Modular Python Applications
Easy Transition to Other Languages (Java, C++ etc.)
Intermediate Level:
Object-Oriented Programming
Network Programming
Penetration Testing with Python
Regular Expressions
Multithreading
XML Processing
Database Programming
Logging
Data Science:
Analyzing and Processing Big Data
Statistical Calculations with Python
Visualization of Data
Working with NumPy, Matplotlib and Pandas
Machine Learning:
Predicting Data with Machine Learning
Building Neural Networks with Tensorflow
Recognizing Handwritten Digits with Neural Networks
Applying Linear Models like Regression
K-Nearest-Neighbors Classification
K-Means Clustering
Support Vector Machines
Finance:
Financial Analysis with Python
Analyzing and Graphing Stock Data
Plotting Trendlines
Predicting Share Prices with Machine Learning
Neural Networks
Basics of Neural Networks
Installing Libraries
Handwritten Digit Recognition
Generating Texts
Image and Object Recognition
Review and Resources
Computer Vision
Loading Images and Videos
Fundamental Editing
Thresholding
Filtering
Object Recognition