ARTIFICIAL INTELLIGENCE IN FINANCE
STOCK MARKET INVESTING FOR BEGINNERS
Introduction
1.The ABC of Stock Market
What Is The Stock Market?
Who Integrates It?
Role of the Stock Exchange
How Does The Stock Market Work?
Can I Invest In The Stock Market From Home?
Invest in the stock market: What platform to use?
How much money do I have to invest in the stock market?
Can I start investing in a stock simulator?
2.The Mechanics of Owning, Buying and Selling Stocks
Buy Shares to Become A Shareholder
Buy and sell stocks with online brokers
Purchase and sale orders for shares
When is it a good idea to sell the shares on the stock exchange?
How long do you have to hold stocks in a short-term strategy?
How long do you have to keep stocks in a long-term strategy?
When should the shares be resold?
What shares can be purchased or sold online?
What stocks to invest in?
3.Who is a Broker & How to Choose One
Stockbroker: What is it?
Stockbroker: Functions
Characteristics of a Stockbroker
How to choose the right stockbroker?
A Background Check Is a Must
Interviewing multiple runners is a must.
Check out these red flags.
Do your homework with references.
4.How to Assess Risk and Volatility
Individual risk assessment
Systematic risk assessment
Standard Deviation
Beta
Value at risk
Conditional Value at risk
What is Volatility?
Implied Volatility
Historical Volatility
5.Top Indicators of a Winning Investment
Trend line
Simple Moving Average
Rate of change
Relative strength Index
Moving Average Convergence Divergence
Bollinger Bands
Fibonacci Retracements
All about Technical Indicators
6.Basic Investment Techniques
10 Basic Investment Techniques for Beginners
7.What You Should Know About Taxes
The Long-term Capital Gains Rate Criteria
Reducing Tax on your Stock Sales
Experimenting with the Wash Rule
Deduction of Capital Losses
Other Deductible Expenses in Investment
Final verdict
8.All about the Bull & Bear Market
High Gross Domestic Products
Rising Stock Prices
Longer Stock Trading
Lower Unemployment Rates
The Bull Market History
The Bear Market Indicators
The Bear Market History
9.Common stock exchange terms and what they mean
What is the Stock Market?
1-Annual Report
2- Arbitrage
3-Averaging Down
4- Bear Market
5- Bull Market
6- Beta
7- Blue Chip Stocks
8- Bourse
9- Broker
10- Bid
11- Close
12- Day trading
13- Dividend
14- Exchange
15- Execution
16- Haircut
17- High
18- Initial Public Offering
19- Leverage
20- Low
21- Margin
22- Moving Average
23- Open
24- Order
25- pink sheet stocks
26- Sector
10.Tips and tricks for investing in the Stock Exchange
1- Invest in Index Fund
2- Focus on Mutual Funds
3- Timing the Market
4- Set Goals
5- Five Golden steps of trading to learn:
6- Have a balance of investments
7- Think for long term
8- Buy value stocks
9- Diversify investments among sectors
10- How much risk you can take?
11- Control your emotions
12- 360 Degree View
13- Automate stocks
14- Say no to leverage
15- Choose one sector
16- Risk vs. Return
17- Buy low sell higher
Final Word
Conclusion
OPTIONS TRADING FOR BEGINNERS
Introduction
1.Options Trading Basics
What Options Trading is?
Uses of Options
Derivatives
Options Trading Characteristics
All Options Expire
All Options Have a Strike Price
Option Contract Multiplier
Types of Options
What is Call? What is Put?
Buying and Selling
2. Why Trade with Options
The Benefits of Options Trading
Options have Low Risk
Options are More Cost-Effective
Options Offer Higher Returns
More Alternatives with Options
Why Options are a Better Choice?
Hedging
Speculation
How does Options Trading work?
Types of Options
Options Liquidity & Expiry Time
How to Read Options Table?
3. Major Option Trading Concepts
History of Option Trading
Risks In Options Trading?
Different Strategies Used In Option Trading
Stock VS Option
Option Trading Platforms
Option Practicing Method
Strategies for option trading
The Worth of Option Trading
Option Trading VS Stock Trading
Risk in Option Trading
Option Account
What Is An Option Account?
The Right Broker
The Best Broker
Best platforms
4. Options Trading Myths and Misconceptions
5.Top Options Trading Strategies
Buying calls
Buying puts
Covered call
Iron condors
Bear calls
Jade lizard
Collar option
Diagonal spread
Butterfly
6.Top Qualities of a Successful Options Trader
Options Trading
Why people tend to go for options trading?
Top Qualities of a Successful Options Trader
Control on Emotions
Records Management
A Good Planner
Consistency
Learning from Failures
News Interpretation
Do not Follow What Others are Doing
Patience
Flexibility
Risk Management
Conclusion
7. How to Select the Right Option for a Major Gain
Look for the Right Option
Frame your Purpose
Traderβs Payoff
Analyze Volatility
Recognize Events
Make Your Strategy
Launch Parameters
How to make money with Options Trading
Recap
Making Money with Options Trading in 2020
Naked Call
Covered Put
Making most out of options
Indirect Strategies:
Mental strategies:
8. Important Tips & Tricks about Options Trading
Follow a Well Defined Exit Plan
Educate Yourself
Donβt Double Up for Past Losses
Manage Your Risk
Finally
9. Important FAQs of Options Trading
Is there any definition of options?
How to gain maximum profit in options trading?
What happens in a case when options contract expires?
What is the difference between strike price and stock price?
What is naked call?
What is American contract?
What is an European contract?
Which one is more profitable European contract or American contract?
So an American style contract is exercised more but is it more profitable?
When should you start options trading?
How much should you invest in options trading?
When should you exercise your options?
Best strategy of options trading?
What is a short put and long call strategy?
How an option writer makes money?
How do investors lose money in options trading?
Conclusion
python for beginners
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
1.Vba
2.SQL
3.R
4.Python
Well, as it were, let's go
Where to get Python?
1.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
2.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
3.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
4.Create a bot in Python to learn English
Idea
Base structure
Decorators are our everything
Admin panel
Main functionality
We pack the bot
5.The thermal imager on the Raspberry PI
MLX90640. What is it?
And then what is the GY-MCU90640?
Connect to Raspberry PI
Soft
Results
6.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
7.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
8.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
Describing a Tuple
Looping Through All Values in a Tuple
Writing over a Tuple
Indentation
Line Length
Conditional Tests
Ignoring Case When Checking for Equality
Checking for Inequality
Numerical Comparisons
Checking Multiple Conditions
Using or to Check Multiple Conditions
Day 7
The if-elif-else Chain
Using Multiple elif Blocks
Omitting the else Block
Testing Multiple Conditions
A Simple Dictionary
Working with Dictionaries
Accessing Values in a Dictionary
Adding New Key-Value Pairs
Starting with an Empty Dictionary
Modifying Values in a Dictionary
Conclusion