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Python 101

เปิดโลก Python บนโลกการลงทุน

Course Content

Orientation 1 Topic

Lesson Content

0% Complete 0/1 Steps

Orientation and Career Guide

Python Basic 8 Topics

Lesson Content

0% Complete 0/8 Steps

Basic Operation

Python Numpy and Pandas 8 Topics

Lesson Content

0% Complete 0/8 Steps

Pandas DataFrame

Select & Slicing DataFrame

Real Time Series Financial Data

More Python 9 Topics

Lesson Content

0% Complete 0/9 Steps

List comprehension

Concatenate, merge, join

*args, **kwargs

Lambda Function

Apply Lambda Function

Set up Python with Anaconda and Jupyter Notebook 4 Topics

Lesson Content

0% Complete 0/4 Steps

Download and Install

Setting Anaconda Environment

Jupyter Notebook

Python for Investing 9 Topics

Lesson Content

0% Complete 0/9 Steps

Import data with python via Yahoo Finance

Candlestick plot with mplfinance

Import / Export

Return and Volatility Basic

Workshop – Create Moving Average

Solution ! – Moving Average

Workshop – Create SMA Bollinger Band

Solution ! – SMA Bollinger Band

Other Data Source 4 Topics

Lesson Content

0% Complete 0/4 Steps

ปัญหา TA-Lib

Cryptocurrency Data Source 3 Topics

Lesson Content

0% Complete 0/3 Steps

Algorithmic Trading Part I 7 Topics

Lesson Content

0% Complete 0/7 Steps

Algorithmic Trading Interview, Hedge Funds Sharing

MACD Strategy and Show Signal

Backtesting your strategy

Create Backtesting function

Workshop – Create MACD strategy

Workshop – Create RSI Strategy

Solution ! – RSI Strategy

Algorithmic Trading Part II 7 Topics

Lesson Content

0% Complete 0/7 Steps

Technical Analysis with pandas_ta

Parameter Tuning & Optimization

Backtest with Vectorbt

Workshop – MACD parameter tuning

Multi – Strategy with pandas_ta

Backtest customize basic : stop loss, target profit

Special Candlestick pattern

Algorithmic Trading Part III 10 Topics

Lesson Content

0% Complete 0/10 Steps

Realtime Brokerage API

IBKR Demo Account Setting

FX/Global Stock – Retrieve Real Time Data

FX/Global Stock – Fire Order

FX/Global Stock – Execution Loop with TA

Workshop – Create your first bot trade !!

Flow Chart – high level algorithm logic flow

Money Management – kelly criterion basic

Multi-condition signal and kelly’s calculation example

Workshop – What’s your position size?

Crypto API & Bot Trade 2 Topics

Lesson Content

0% Complete 0/2 Steps

Crypto – Get Historical Data & Create Order with CCXT

Crypto – Execution Loop Crypto Bot

TFEX / TH Stock API & Bot Trade 3 Topics

Lesson Content

0% Complete 0/3 Steps

TFEX / TH Stock – Settrade OPEN API

TFEX / TH Stock – Get / Place/ Cancel Order

TFEX / TH Stock – TFEX Bot Trade

Intro to Quantitative & Portfolio Management 4 Topics

Lesson Content

0% Complete 0/4 Steps

Intro Quants & Portfolio Management

Create your first Efficient Frontier

Evaluate & Backtest with Pyfolio

Workshop – Backtest your MPT portfolio

Special – Stock Screening 3 Topics

Lesson Content

0% Complete 0/3 Steps

Workshop – Screening with technical analysis

Workshop – Screening Fundamental

Data Visualization Basic 3 Topics

Lesson Content

0% Complete 0/3 Steps

Data Visualization

Pandas Visualization

Code Python for Investing 1 Topic

Lesson Content

0% Complete 0/1 Steps

All Code of Python For Investing 101 Course

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