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ARTIFICIAL INTELLIGENCE IN FINANCE: 7 things you should to know about the future of trading with proven strategies to predict options, stock and forex using Python, applied machine learning, Keras
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Broker Mark / Test Jason
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2020
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artificial intelligence

in finance

4 books in 1

7 things you should to know about the future of trading with proven strategies to predict options, stock and forex using Python, applied machine learning, Keras

jason test

MARK BROKER

The content contained within this book may not be reproduced, duplicated or transmitted without direct written permission from the author or the publisher.

Under no circumstances will any blame or legal responsibility be held against the publisher, or author, for any damages, reparation, or monetary loss due to the information contained within this book. Either directly or indirectly.

Legal Notice:

This book is copyright protected. This book is only for personal use. You cannot amend, distribute, sell, use, quote or paraphrase any part, or the content within this book, without the consent of the author or publisher.

Disclaimer Notice:

Please note the information contained within this document is for educational and entertainment purposes only. All effort has been executed to present accurate, up to date, and reliable, complete information. No warranties of any kind are declared or implied. Readers acknowledge that the author is not engaging in the rendering of legal, financial, medical or professional advice. The content within this book has been derived from various sources. Please consult a licensed professional before attempting any techniques outlined in this book.

By reading this document, the reader agrees that under no circumstances is the author responsible for any losses, direct or indirect, which are incurred as a result of the use of information contained within this document, including, but not limited to, errors, omissions, or inaccuracies.

TABLE OF CONTENTS

Introduction

Equivalent Problems

Why use design patterns?

Python Design Patterns

Generative Patterns

Structural Patterns

Behavioral patterns

Python Specific Design Patterns

Type Annotation in Python

4 programming languages to learn, even if you are a humanist

Vba

SQL

Python

Well, as it were, let's go

Where to get Python?

Python code optimization with ctypes

Basic optimizations

Built-in Data Structures

List expressions

ctypes

Compiling C code in Python

Structures in Python

Call your code in C

Something More: PyPy

Finding the Perfect Toolkit: Analyzing Popular Python Project Templates

Overview

De facto standards

Flake8

Pytest and coverage.py

Sphinx

Promising tools

Pyproject.toml

Poetry

Dependabot

Personal recommendations

Pre-commit

Pylint

Black

Subtotals

Bonus: Template Recommendations

Django

Data Processing and Analysis

General Purpose Templates

How are broad integer types implemented in Python?

Presentation and Definition

Decoding ob_digit

Decoding ob_size

Storage

Python path

Integer Long Operations

Addition

Subtraction

Multiplication

Division and other operations

Optimizing Frequently Used Integers

Create a bot in Python to learn English

Idea

Base structure

Decorators are our everything

Admin panel

Main functionality

We pack the bot

The thermal imager on the Raspberry PI

MLX90640. What is it?

And then what is the GY-MCU90640?

Connect to Raspberry PI

Soft

Results

Finding a Free Parking Space with Python

Decomposing the task

We recognize parking spaces

Recognize cars

We recognize empty parking spaces

Send SMS

Putting it all together

Creating games on the Pygame framework | Part 1

Event handling

Breakout class

Keystroke handling

Mouse event handling

Handling Timer Events

Game process

Moving racket

Moving ball

Setting the initial speed of the ball

Summarize

Creating games on the Pygame framework | Part 2

Collision Recognition

Collision of a ball with a racket.

Collision with the floor.

Collision with ceiling and walls

Collision with bricks

Game Menu Design Program

Button Creation

Menu Design

Show and hide GameMenu

To summarize

Creating games on the Pygame framework| Part 3

End of the game

Game over!

Game End Message Display

Saving records between games

Adding Sound Effects and Music

Sound effects

Record your sound effects and messages

Playing background music

Adding Advanced Features

Special effects system

Racket increase

Ball slowdown

More points

Extra lives

Future Features

Go to the next level

Second ball

Lasting records

Bombs and bonuses

Summarize

Object-Oriented Programming (OOP) in Python 3

Algorithms and data structures

What is object-oriented programming (OOP)?

Python classes

Python Objects (Instances)

How to define a class in Python

Instance attribute

Class attributes

Create Objects

What's the matter?

Review of exercises (# 1)

Instance Methods

Attribute Change

Python object inheritance

Dog Park Example

Extending parent class functionality

Parent and child classes

Overriding parent class functionality

Review of exercises (# 2)

Conclusion

PYTHON

crash course

JASON TEST

Day 1

What Is Python?

Who is the Right Audience?

What You Will Learn?

Why Python?

Day 2

What Is Machine Learning?

What is Deep Learning?

What are Neural Networks?

What is Supervised Learning?

What is Unsupervised Learning?

What is Reinforcement Learning?

What Is Artificial Intelligence (AI)?

What Is Data Science?

What Is Data Mining?

Benefits of Data Mining

What Are Data Analytics?

Why Data Analysis?

Data Analysis Tools

Who Is This Book For?

Day 3

Getting Started

Python 2 and Python 3

Python on Different Operating Systems

Installing a Text Editor

Configuring Sublime Text for Python 3

Running the Hello World Program

Installing Python

Variables and Simple Data Types

Naming and Using Variables

Day 4

Strings

Combining or Concatenating Strings

Stripping Whitespace

Avoiding Syntax Mistakes with Strings

Numbers

Integers

Floats

Comments

What Is a List?

Changing, Adding, and Removing Elements

Day 5

A Closer Look at Looping

Avoiding Indentation Errors

Forgetting to Indent

Forgetting to Indent Additional Lines

Indenting Unnecessarily

Indenting Unnecessarily After the Loop

Simple Statistics with a List of Numbers

Day 6

Tuples

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