Difference between revisions of "Market Trading"

From
Jump to: navigation, search
m (→‎Backtesting)
m (→‎ChatGPT | OpenAI)
 
(44 intermediate revisions by the same user not shown)
Line 5: Line 5:
 
|description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools  
 
|description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools  
 
}}
 
}}
−
[http://www.youtube.com/results?search_query=stock+market+artificial+intelligence+deep+learning Youtube search...]
+
[https://www.youtube.com/results?search_query=ai+stock+bond+commodities+currency+market YouTube]
−
[http://www.google.com/search?q=stock+market+deep+machine+learning+ML ...Google search]
+
[https://www.quora.com/search?q=ai%20stock%20bond%20commodities%20currency ... Quora]
 +
[https://www.google.com/search?q=ai+stock+bond+commodities+currency+market ...Google search]
 +
[https://news.google.com/search?q=ai+stock+bond+commodities+currency+market ...Google News]
 +
[https://www.bing.com/news/search?q=ai+stock+bond+commodities+currency+market&qft=interval%3d%228%22 ...Bing News]
  
 +
* [[Prescriptive Analytics|Prescriptive &]] [[Predictive Analytics]] ... [[Operations & Maintenance|Predictive Operations]] ... [[Forecasting]] ... [[Excel#Excel - Forecasting|with Excel]] ... [[Market Trading]] ... [[Sports Prediction]] ... [[Marketing]] ... [[Politics]]
 
* [[Case Studies]]  
 
* [[Case Studies]]  
 
** [[Finance & Accounting]]
 
** [[Finance & Accounting]]
 +
** [[Banking]]
 +
* [[Backtesting]]
 
* [[Loop#Feedback Loop - Stock Market Predictions|Feedback Loop - Stock Market Predictions]]
 
* [[Loop#Feedback Loop - Stock Market Predictions|Feedback Loop - Stock Market Predictions]]
−
* [http://becominghuman.ai/how-to-use-openai-algorithm-to-create-trading-bot-returned-more-than-110-roi-274a2023e412 How to use OpenAI Algorithm to create Trading Bot returned more than 110% ROI | Husein Zolkepli - Medium] ...[[OpenAI]]
+
* [[Diagrams for Business Analysis#Chart | Charts with Generative AI]]
−
* [http://www.alpaca.ai/ Alpaca.ai]
+
* [https://becominghuman.ai/how-to-use-openai-algorithm-to-create-trading-bot-returned-more-than-110-roi-274a2023e412 How to use OpenAI Algorithm to create Trading Bot returned more than 110% ROI | Husein Zolkepli - Medium] ...[[OpenAI]]
−
   
+
* [https://www.alpaca.ai/ Alpaca.ai]
−
<youtube>FoQKCeDuPiY</youtube>
+
* [https://builtin.com/artificial-intelligence/ai-trading-stock-market-tech Built In]
 +
* [https://www.liberatedstocktrader.com/ai-stock-trading/ Liberated Stock Trader]
 +
* [https://tradingreview.net/best-ai-stock-trading-software/ Trading Review]
 +
* [https://ashandpri.com/ai-trading-software Ash & Pri]
 +
* [https://anyinstructor.com/best-ai-trading-software/ Any instructor]
 +
 
 +
 
 +
= [[ChatGPT]] | [[OpenAI]] =
 +
[https://www.youtube.com/results?search_query=ChatGPT+stock+bond+commodities+currency+market YouTube]
 +
[https://www.quora.com/search?q=ChatGPT%20stock%20bond%20commodities%20currency ... Quora]
 +
[https://www.google.com/search?q=ChatGPT+stock+bond+commodities+currency+market ...Google search]
 +
[https://news.google.com/search?q=ChatGPT+stock+bond+commodities+currency+market ...Google News]
 +
[https://www.bing.com/news/search?q=ChatGPT+stock+bond+commodities+currency+market&qft=interval%3d%228%22 ...Bing News]
 +
 
 +
* [[Prompt Engineering (PE)]]
 +
* [[Conversational AI]] ... [[ChatGPT]] | [[OpenAI]] ... [[Bing/Copilot]] | [[Microsoft]] ... [[Gemini]] | [[Google]] ... [[Claude]] | [[Anthropic]] ... [[Perplexity]] ... [[You]] ... [[phind]] ... [[Ernie]] | [[Baidu]]
 +
 
 +
<youtube>coOc5DBZnbM</youtube>
 +
<youtube>00e7pj1UKWU</youtube>
 +
<youtube>Jh5rJskkEkU</youtube>
 +
<youtube>ekz6ugJE1h0</youtube>
 +
<youtube>ApWoLecDPd4</youtube>
 +
<youtube>abih1ADdyd4</youtube>
 +
 
 +
= Build Trading Bot - with Alpaca Markets API =
 +
* [https://alpaca.markets/ Alpaca SDK] ... for live trading data
 +
* [https://algotrading101.com/learn/alpaca-trading-review/ Alpaca Trading Review – Pros and Cons | Jignesh Davda - AlgoTrading101]
 +
 
 +
[https://alpaca.markets/ Alpaca] is a brokerage that allows you to buy and sell stocks on US exchanges. The broker has gained popularity as it does not charge a commission for buying or selling stocks. What makes [https://alpaca.markets/ Alpaca] unique, in addition to commission-free trading, is that it is very much focused on API trading.
 +
 
 +
== Python: I Built a Trading Bot with [[ChatGPT]] | Siraj Raval ==
 +
* [https://github.com/llSourcell/ChatGPT_Trading_Bot/ TraderBot]
 +
* [https://github.com/llSourcell/ChatGPT_Trading_Bot/blob/main/tradingBot.ipynb iPython notebook file]
 +
* [[Python]] 3.7
 +
* [https://github.com/AI4Finance-Foundation/FinRL FinRL] ... Financial Reinforcement Learning
 +
* [https://vercel.com/ Vercel] ... platform for frontend developers
 +
* [https://github.com/llSourcell/firebase_react_startup_template Firebase Template] <i>optional</i>
 +
 
 +
<youtube>fhBw3j_O9LE</youtube>
 +
 
 +
== JavaScript: Build a [[ChatGPT]] Trading Bot With Real Time News | Cooper Codes ==
 +
* [[JavaScript]]
 +
WebSockets to connect to a live news event data source from [https://alpaca.markets/ Alpaca Markets], analyze the headlines of live news, and then make decisions to buy/sell stocks based off of ChatGPT's reaction to the breaking news. A great introduction to WebSockets, API trading, and [[ChatGPT]] API calls.
 +
 
 +
WebSockets is a next-generation bidirectional communication technology for web applications which operates over a single socket and is exposed via a [[JavaScript]] interface in HTML 5 compliant browsers.
 +
 
 +
<youtube>FoChpIOtUyU</youtube>
 +
 
 +
= Other Videos =
 +
 
 +
<youtube>ITN88_zBHcg</youtube>
 
<youtube>0tdGjVSD-pM</youtube>
 
<youtube>0tdGjVSD-pM</youtube>
 +
<youtube>xfzGZB4HhEE</youtube>
 +
<youtube>2BrpKpWwT2A</youtube>
 
<youtube>bCjmbLoQahs</youtube>
 
<youtube>bCjmbLoQahs</youtube>
 +
<youtube>RJYmYDs-dB8</youtube>
 +
 +
== Other Siraj Raval Videos ==
 +
 
<youtube>rRssY6FrTvU</youtube>
 
<youtube>rRssY6FrTvU</youtube>
 
<youtube>SSu00IRRraY</youtube>
 
<youtube>SSu00IRRraY</youtube>
 
<youtube>05NqKJ0v7EE</youtube>
 
<youtube>05NqKJ0v7EE</youtube>
 
<youtube>ftMq5ps503w</youtube>
 
<youtube>ftMq5ps503w</youtube>
−
 
+
<youtube>7vunJlqLZok</youtube>
−
= Backtesting =
 
−
[http://www.youtube.com/results?search_query=~backtesting+artificial+intelligence+ai+deep+learning Youtube search...]
 
−
[http://www.google.com/search?q=~backtesting+artificial+intelligence+ai+deep+learning ...Google search]
 
−
 
 
−
* [http://aitopics.org/search?itok=IbyIb4mg&filters=concept-tagsRaw%3Abacktest Deep Learning for Forex Trading | AITopics -] [http://aaai.org/ The Association for the Advancement of Artificial Intelligence (AAAI)]
 
−
* [http://pypi.org/project/Backtesting/ pypi.org] ...Backtest trading strategies in [[Python]]
 
−
* [http://towardsdatascience.com/introduction-to-backtesting-trading-strategies-7afae611a35e Introduction to backtesting trading strategies | Eryk Lewinson] ...Learn how to build and backtest trading strategies using zipline
 
−
* [http://www.quantopian.com/posts/python-based-open-source-backtesting-frameworks Python-based Open Source Backtesting Frameworks | Epsilon]
 
−
* Tools:
 
−
** [http://www.zipline.io/index.html Zipline] ...used in production as the backtesting and live-trading engine powering [http://www.quantopian.com/ Quantopian] – a free, community-centered, hosted platform for building and executing trading strategies.
 
−
** [http://qtpylib.io/docs/latest/index.html QTPyLib] ...[[Python]]ic Algorithmic Trading
 
−
** [http://kernc.github.io/backtesting.py/ Backtesting.py] ...Backtest trading strategies in [[Python]]
 
−
** [http://www.backtrader.com/ Backtrader] ...focus on writing reusable trading strategies, indicators and analyzers instead of having to spend time building infrastructure.
 
−
 
 
−
 
 
−
{|<!-- T -->
 
−
| valign="top" |
 
−
{| class="wikitable" style="width: 550px;"
 
−
||
 
−
<youtube>ID1</youtube>
 
−
<b>HH1
 
−
</b><br>BB1
 
−
|}
 
−
|<!-- M -->
 
−
| valign="top" |
 
−
{| class="wikitable" style="width: 550px;"
 
−
||
 
−
<youtube>ID2</youtube>
 
−
<b>HH2
 
−
</b><br>BB2
 
−
|}
 
−
|}<!-- B -->
 

Latest revision as of 15:46, 16 March 2024

YouTube ... Quora ...Google search ...Google News ...Bing News


ChatGPT | OpenAI

YouTube ... Quora ...Google search ...Google News ...Bing News

Build Trading Bot - with Alpaca Markets API

Alpaca is a brokerage that allows you to buy and sell stocks on US exchanges. The broker has gained popularity as it does not charge a commission for buying or selling stocks. What makes Alpaca unique, in addition to commission-free trading, is that it is very much focused on API trading.

Python: I Built a Trading Bot with ChatGPT | Siraj Raval

JavaScript: Build a ChatGPT Trading Bot With Real Time News | Cooper Codes

WebSockets to connect to a live news event data source from Alpaca Markets, analyze the headlines of live news, and then make decisions to buy/sell stocks based off of ChatGPT's reaction to the breaking news. A great introduction to WebSockets, API trading, and ChatGPT API calls.

WebSockets is a next-generation bidirectional communication technology for web applications which operates over a single socket and is exposed via a JavaScript interface in HTML 5 compliant browsers.

Other Videos

Other Siraj Raval Videos

Retrieved from "https://primo.ai/index.php?title=Market_Trading&oldid=36208"