QuantInsti – Crypto Trading Strategies: Intermediate

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QuantInsti – Crypto Trading Strategies: Intermediate

Crypto Trading Strategies: Intermediate
Perfect for programmers and quants who wish to explore trading opportunities in Cryptocurrency. Understand Cryptocurrencies, risks involved, how to Crypto trade and create 3 different intraday trading strategies in Python. This is part-1 of the 2-course bundle in Cryptocurrencies.

LIVE TRADING

• Explain how Cryptocurrencies work
• Create and backtest three different types of strategies:
  1. Ichimoku Cloud strategy
  2. Calendar Anomalies
  3. Divergence strategy
• Explain risk associated with intraday trading
• Paper trade and live trade your strategies from your local computer

SKILLS COVERED

Crypto Trading
How Cryptocurrency trading works
Cryptotrading bots
3 different strategies

Technical skills
Ichimoku cloud
Moving average crossover
Relative strength index
Aroon up and down

Python
TA-Lib
Matplotlib
Pandas

PREREQUISITES
No experience in Python programming is required to learn the concepts and logic behind the strategies. But if you want to be able to code and implement the strategies in Python, experience in working with Dataframes is required. These skills are covered in the course ‘Python for Trading’.

SYLLABUS

Introduction to Cryptocurrencies
Before moving on to cryptocurrency trading, it is important to understand the basic concepts of cryptocurrencies. This includes topics like crypto wallets, exchanges, transactions, trading bots etc.
Prologue 2m 19s
Quantra Features and Guidance 3m 48s
What Are Cryptocurrencies? 2m 10s
Transactions 2m
Crypto Wallets 4m 7s
Confirmation 2m
E-Wallets Have.. 2m
Transaction Fee 2m
Wallet Risk 2m
What Are Trading Bots? 4m 11s
Bots 2m
Exchange 2m

Trading Using Calendar Anomalies
In this section, learn how to perform cryptocurrency trading using the calendar anomalies strategy, along with its Python code and strategy returns.
Calendar Anomalies Strategy Overview 1m 53s
Calendar Anomalies 2m
Calendar Anomalies in Cryptocurrency 2m
Day of the Week Anomaly 2m
The Best Day to Buy the Bitcoin 2m
The Best Day to Sell the Bitcoin 2m
Strategy Code Overview 1m 17s
How to Use Jupyter Notebook? 1m 54s
The Day of the Week Strategy 10m
Frequently Asked Questions 10m
Load Data From Csv File 2m
Daily Percent Change 2m
The Highest Sharpe Ratio Day 5m
Strategy Returns 5m

Ichimoku Cloud
In this section, you will learn how to code and backtest Ichimoku Cloud cryptocurrency trading strategy using Python and determine the strategy returns.
Ichimoku Cloud 2m 22s
Ichimoku Cloud 2m
Conversion Line 2m
Leading Span A 2m
Cloud 2m
Trend 2m
Moving Average Crossover 2m
Ichimoku Cloud Strategy 10m
Rolling High Value 5m
Generating Buy Signals 5m
Strategy Returns 5m

Divergence Strategy
In this section, you will learn how to trade the divergence between RSI and price series and the risks associated with intraday trading using AROON indicator and determine the strategy returns. At the end of the course, you will be provided with the downloadable strategy codes.
Divergence Strategy 3m 33s
The Spread 2m
Aroon Up Value 2m
Divergence Strategy 10m
Upspread 2m
Calculate the RSI 5m
Calculate the Aroon Values 5m
Aroon of RSI 2m
Calculate the Spread 5m
The Threshold of Spread 2m
Generate Buy Signals 5m
Plot the Strategy Returns 5m
Summary 1m 29s
Test on Cryptocurrency Trading Strategies 10m

Run Codes Locally on Your Machine
Learn to install the Python environment in your local machine.
Python Installation Overview 2m 18s
Flow Diagram 10m
Install Anaconda on Windows 10m
Install Anaconda on Mac 10m
Know your Current Environment 2m
Troubleshooting Anaconda Installation Problems 10m
Creating a Python Environment 10m
Changing Environments 2m
Quantra Environment 2m
Troubleshooting Tips For Setting Up Environment 10m
How to Run Files in Downloadable Section? 10m
Troubleshooting For Running Files in Downloadable Section 10m

Live Trading on IBridgePy
Section Overview 2m 2s
Live Trading Overview 2m 41s
Vectorised vs Event Driven 2m
Process in Live Trading 2m
Real-Time Data Source 2m
Code Structure 2m 15s
API Methods 10m
Schedule Strategy Logic 2m
Fetch Historical Data 2m
Place Orders 2m
IBridgePy Course Link 10m
Additional Reading 10m
Frequently Asked Questions 10m

Paper and Live Trading
In this section, a live trading strategy template will be provided to you. You can tweak the strategy template to deploy your strategies in the live market!
Template Documentation 10m
Template Codes 2m

Downloadable Resources
You can download the Python strategy codes at the end of the course.
Python Codes and Data 2m

ABOUT AUTHOR
QuantInsti®
QuantInsti is the world’s leading algorithmic and quantitative trading research & training institute with registered users in 190+ countries and territories. An initiative by founders of iRage, one of India’s top HFT firms, QuantInsti has been helping its users grow in this domain through its learning & financial applications based ecosystem for 10+ years.

WHY QUANTRA®?

• Gain more in less time
• Get taught by practitioners
• Learn at your own pace
• Get data & strategy models to practice on your own

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