HARMONIC PATTERNS ALGO-TRADING WITH PYTHON AND BINANCE&BYBIT

سرفصل های دوره

HARMONIC PATTERNS ALGORITHMIC TRADING WITH PYTHON USING BINANCE AND BYBIT EXCHANGES(SPOT AND FUTURES TRADING)

1. Introduction

1. Welcome and Introduction

2. LEGAL DISCLAIMER (MUST READ !)

3. Course Overview

2. PART 1 FOUNDATION

1. PART 1 OVERVIEW

2.1 PART 1 RESOURCES.zip

2. Downloads for PART 1.html

3. Algorithmic trading, Cryptocurrencies and Binance

1. Why Algorithm trading

2. Trading and Investment

3. What is Cryptocurrency

4. Why Trading Cryptocurrency

5. Why using Binance

6. Spot Trading and Futures Trading

4. A Deep Introduction to Cryptocurrency Trading and Investing with Binance

1. Binance.com - Quick Overview

2. Registration and Identification

3. How to Deposit and withdraw

4. Types of Orders - Market Orders

5. Limit Orders

6. Stop-loss OrdersStop-limit Orders

7. OCO Orders

8. The Order Book

9. Takers and Makers

10. Bid-Ask Spread and Slippage

5. Installing Anaconda and Pycharm

1. Introduction

2. Downloading and Installation of Anaconda

3. Downloading and Installation of Pycharm

4. How to work with Pycharm

6. Trading with Python and Binance API

1. OVERVIEW

2. Getting the Binance API Key

3. Installing the Binance API Wrapper

4. Connecting to the API Server

5. How to retrieve general account Infomation

6. Getting current Market Data

7. How to Load Historical Data from Website

8. Loading the Historical Data by Python

9. Loading the Historical Data via the API

10. Streaming real-time Market Data - PT 1

11. Streaming real-time Market Data - PT 2

12. Streaming and Collecting real-time Candles - PT 1

13. Streaming and Collecting real-time Candles - PT 2

14. Creating a Test Order

15. The Binance Spot Test NetworkCreating a connection to the Spot Testnet

16. Spot Testnet API(Overview) - PT 1

17. Spot Testnet API(Overview) - PT 2

18. Spot Testnet API(Overview) - PT 3

19. Placing Market Order (Buy and Sell) - PT 1

20. Placing Market Order (Buy and Sell) - PT 2

21. Placing Limit Order - PT 1

22. Placing Limit Order - PT 2

23. Getting all Orders and Trades

7. PART 2 BULDING THE HARMONIC PATTERNS STRATEGY

1. OVERVIEW

2.1 PART 2 RESOURCES.zip

2. Downloads for Part 2.html

8. THE HARMONIC PATTERNS

1. What are Harmonic Patterns

2. Why Harmonic Pattern

3. Fibonacci and Golden Ratio

4. Fib. level, Retracement and Extension

5. Types of Harmonic Pattern

6. The Gartley Pattern

7. The Cypher Pattern

8. The Butterfly Pattern

9. The Crab Pattern

10. The Deep Crab Pattern

11. The Bat Pattern

12. The Alternate Bat Pattern

13. The Shark Pattern

14. The Swan Pattern (White swan and Black swan)

9. Building the Strategy

1. Introduction

2. Installing the necessary python packages

3. Getting the Historical Data

4. Finding the Extrema

5. Finding the Peaks - PT 1

6. Finding the Peaks - PT 2

7. The Pattern Finder

8. Creating the first Pattern - The Butterfly Pattern - PT 1

9. Creating the first Pattern - The Butterfly Pattern - PT 2

10. Creating harmonic func file - PT 1

11. Creating harmonic func file - PT 2

12. The Gartley Pattern

13. The Cypher Pattern

14. The Bat Pattern

15. The Alternate Bat Pattern

16. The Crab Pattern

17. The Deep Crab Pattern

18. The Shark Pattern

19. The White Swan Pattern

20. The Black swan Pattern

21. Cleaning Up Our Code

10. Strategy Backtesting ImplementationBacktesting

1. Strategy Implementation - Creating Orders with our Strategy(Bullish) - PT 1

2. Strategy Implementation - Creating Orders with our Strategy(Bullish) - PT 2

3. Strategy Implementation - Creating Orders with our Strategy(Bearish) - PT 3

4. Backtesting - PT 1

5. Backtesting - PT 2

6. Backtesting - PT 3

7. Backtesting - PT 4

8. Trading Costs

11. Strategy Optimization and Forward Testing

1. Introduction - Strategy Optimization - PT 1

2. Strategy Optimization - PT 2

3. Strategy Optimization - PT 3

4. Strategy Optimization - PT 4

5. Backtesting and Forward testing -PT 1

6. Backtesting and Forward testing -PT 2

7. Backtesting and Forward testing -PT 3

8. Backtesting and Forward testing -PT 4

12. PART 3 AUTOMATED SPOT TRADING

1. Overview

2.1 Part 3 RESOURCES.zip

2. Downloads for Part 3.html

13. Implementation and Automation of the Harmonic Patterns Strategy with Binance

1. Introduction

2. Getting Started

3. Recap Streaming and Collecting Real-Time Candles

4. Creating the Harmonic Pattern Class - PT 1

5. Creating the Harmonic Pattern Class - PT 2

6. Working with Historical Data and Real- time Data - PT 1

7. Working with Historical Data and Real- time Data - PT 2

8. Adding the Harmonic Patterns Strategy

9. Adding the Harmonic Patterns Strategy(Bullish) - PT 1

10. Adding the Harmonic Patterns Strategy(Bullish) - PT 2

11. Adding the Harmonic Patterns Strategy(Bearish) - PT 3

12. Implementing and Automating our Strategy - PT 1

13. Implementing and Automating our Strategy - PT 2

14. Telegram Messaging Inclusion

1. Telegram Bot Setup

2. Sending first message via URL

3. Sending message through Python

4. Incorporating telegram into our Strategy

15. AWS Cloud Deployment

1. Introduction

2. Amazon Web Services (AWS) and how to create a free tier- Overview

3. How to create an EC2 Instance

4. How to connect to your EC2 Instance

5. Getting the Instance ready for Algo-trading - PT 1

6. Getting the Instance ready for Algo-trading - PT 2

7. How to run the Scripts in a window command prompt

8. How to start trading session with batch(.bat)file

16. PART 4 AUTOMATED FUTURES TRADING

1. Overview

2.1 PART 4 RESOURCES.zip

2. Downloads for Part 4.html

17. Futures Trading

1. Creating an account on Binance Futures Testnet - First Steps

2. Our first Futures Trade(Going Long)

3. Trading with Leverage

4. Taking a Short Trade

5. Stop-loss and Take-profit

6. Exploring Margin Mode Cross vs Isolated

7. Position Mode One way mode vs Hedge mode

18. Backtesting the Harmonic Patterns Strategy with Futures

1. Introduction

2. Backtesting without leverage and trading cost in futures trading

3. Backtesting with leverage and its impact

19. Automating the Future Trading Strategy with Binance Futures API

1. Introduction

2. The Binance Futures API - PT 1

3. The Binance Futures API - PT 2

4. How to change Setting and Mode through Binance API

5. Placing Market Orders (Long)

6. Placing Market Orders (Short)

7. Getting Historical Futures Market Data

8. Streaming Futures Prices in Real-Time

9. The Futures Trading Bot - PT 1

10. The Futures Trading Bot - PT 2

11. The Futures Trading Bot - PT 3

12. The Futures Trading Bot - PT 4

13. The Futures Trading Bot (SLTP) - PT 1

14. The Futures Trading Bot (SLTP) - PT 2

15. The Futures Trading Bot (SLTP) - PT 3

16. The Futures Trading Bot (SLTP) - PT 4

20. PART 5 API TRADING WITH CCXT

1. Overview

2.1 PART 5 RESOURCES.zip

2. Downloads for Part 5.html

21. API TRADING WITH CCXT AND BINANCE

1. Introduction

2. Preparations

3. First Steps with CCXT

4. General Exchange Info(CCXT)

5. The Public API

6. Loading Historical Data - PT 1

7. Loading Historical Data - PT 2

8. Loading Historical Data - PT 3

9. Streaming Real-Time Data -PT 1

10. Streaming Real-Time Data -PT 2

11. Streaming Real-Time Data -PT 3

12. Getting Historical Data and Stream live Data - PT 1

13. Getting Historical Data and Stream live Data - PT 2

14. Getting Historical Data and Stream live Data - PT 3

15. Getting Historical Data and Stream live Data - PT 4

16. The Private API

17. How to connect to Testnets(Sandbox Mode)

18. Creating orders and executing trade(Spot)

19. Creating Orders(Futures) - PT 1

20. Creating Orders(Futures) - PT 2

21. A CCXT Spot Trading Bot

22. A CCXT Futures Trading Bot(1)

23. A CCXT Futures Trading Bot(2) - SLTP - PT 1

24. A CCXT Futures Trading Bot(2) - SLTP - PT 2

25. A CCXT Futures Trading Bot(2) - SLTP - PT 3

26. A CCXT Futures Trading Bot(2) - SLTP - PT 4

22. API TRADING WITH CCXT AND BYBIT

1. Introduction

2. Creating account on Bybit.com and testnet.bybit.com

3. Preparations for API Trading with Bybit and CCXT

4. API Trading with Bybit and CCXT - PT 1

5. API Trading with Bybit and CCXT - PT 2

6. Bybit Historical Data

7. Spot Trading with Bybit

8. Bybit Spot Trading Bot

9. Futures Trading on Bybit

10. Bybit Futures Trading Bot - PT 1

11. Bybit Futures Trading Bot - PT 2

12. Running the Bot on AWS Cloud - PT 1

13. Running the Bot on AWS Cloud - PT 2

14. Conclusiion (Congratulation!)

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