Tuesday, March 17, 2020

How is the Candle Light Machine Learning Trading System doing in market crash?

Stock markets crash. DOW 30 has lost 32% from its record high. But our Machine Learning Trading System is safe. Since March 2 till today, there is no loss in Candle Light AI trading system.

Thursday, January 16, 2020

Can AI (Artificial Intelligence) Beat Humans in Stock Markets?

Artificial Intelligence (AI), sometimes called machine intelligence, is a kind of intelligence demonstrated by computer science. In practice, AI is often applied into computers to imitate "cognitive" functions that associate with the human mind, such as "learning" and "problem solving", then takes actions that maximize its chance of successfully achieving its goals.

In March 2016, AlphaGo, an AI system that plays the board game Go, which was developed by DeepMind Technologies beat Lee Sedol in a five-game match. It is the first time a computer Go program has beaten a 9-Dan (the highest rank) professional. This incident was chosen by Science as one of the Breakthrough of the Year runners-up in 2016.

At the 2017 Future of Go Summit, its successor AlphaGo Master beat Ke Jie, the world No.1 ranked player at the time, in a three-game match. These victories proved AI can dominate Win-Loss competitions against people, because machines can own powerful learning, calculating and executing capabilities, much stronger than human being.

AlphaGo and its successors use a Monte Carlo tree search algorithm to find its moves based on knowledge previously "learned" by machine learning, specifically by an artificial neural network (a deep learning method) by extensive training, both from human and computer play.

Playing games and beat humans in GO matches is just a small trick for AI. Furthermore, AI can beat humans in real money battles easily someday not too far away, such as in Stock markets, FOREX markets, etc., since Trading is also one kind of Win-Loss games/battles, just like a GO, chess, or poker game, which AI, Machine Learning, and computer science are good at. Proudly, we are developing this kind of AI stock trading system.

"Candle Light" is an Artificial Intelligence Data Wave Processing System: This computer program applying AI (Machine Learning), statistics and pattern recognition technologies to dig, analyze and process data oscillation, a game-changing trading mode in stocks, options and FOREX markets, even lottery games...

The “Candle Light” Machine Learning Trading System applies unique analytical algorithms to artificial intelligence (AI) technologies, to build predictive investment models on dozens of stocks. This innovative Automated data driven investment process can remove significant human bias and errors.

This AI Powered stock trading system seeks to provide investment results that exceed equity benchmark indices at equivalent levels of volatility. The “Candle Light” System typically invests in 3~30 names but analyzes and compares hundreds of companies on a daily basis to find and optimize portfolio structure. We strive to create products that deliver positive long term results on a risk-adjusted basis through optimizing proprietary investment research and trading models. The ability to process continually growing volumes of data and thread machine learning throughout our operations enables a truly unique investment process. Machine Learning System could glean facts — a sea of them — and search for patterns and trends in the securities markets. AI powered trading system could make up in brute force — millions of scan and calculation daily — what it lacked in intuition. Previously only available to hedge funds and professional trading firms, this method of stock selection is now available from "Candle Light" AI Powered Trading System. This System applies proprietary analytical algorithms to artificial intelligence (AI) technology, to build predictive financial models on targeted companies.

Feature is key! Features are everywhere in battle field, especially before some attack or strike actions happen. For example, Every time before a bull jumps high, it bends knees first, down and low. And when a bear is going to smash the ice to catch seals under water, it will rise high, then punch down. In war, before infantry attack or charge, artillery will bombard. And if the army is going to retreat, they often launch smoke bombs. etc. If you can find these features before things will happen, you can take the advantage to win in the battle. There are such features in stock markets too. We apply Machine Learning to seek those features which often appear before certain stocks' prices going up or dropping down. This procession needs a lot of calculation, statistic, comparison which human beings are hard to deal with but machines can do it easily, under experienced AI programmer's instructions.

This system scan around 3,000~5,000 groups of data, 24 x 7,  to seek repeatable features, calculate their odds, then test these features with real forward market data. If they can pass these forward tests and generate some decent profit with a high odd, then we will adopt this signal to execute proper actions.

“If you invent a breakthrough in artificial intelligence, so machines can learn, that is worth 10 Microsofts.” — Bill Gates (2004)

Talk is cheap, let's practice and test it. After every trading day close, we will publish signals and actions generated by “Candle Light” Machine Learning Trading System for USA stock markets. A 24 Hours delayed report will be published on social medias (such as YouTube, Twitter, Facebook, etc) for free. Click here to see a sample report delivered by Data Gladiator.

"Data Gladiator" is an experienced programmer and designer in AI Machine Learning Trading software industry, and a seasoned trader in stock and FOREX markets. He designed a software robot to trade FOREX, and was Top 3% winners in Automated Trading Championship 2008, Ranked #56 among 2420 competitors in the world.



Disclaimer:

This website, including all of its features, content, and services, is provided for informational purposes only. All features, content, and services of this website have been researched and expressed to the best of its knowledge and belief. Nevertheless, no guarantee can be provided for the correctness, completeness, or accuracy of this information.

All Stock Trading Signals, Plans, Predictions and Actions here are 100% generated by "Candlelight" Artificial Intelligence Machine Learning Algorithm. It is under testing in real time and market prices, by virtual funds. Some of the models used by Machine Learning Trading System are predictive in nature. The use of predictive models has inherent risks. When Models and Data prove to be incorrect or incomplete, any decisions made in reliance thereon expose the System to potential risks. For example, by relying on Models and Data, the System may be induced to buy certain targets at prices that are too high, to sell at prices that are too low, or too early, or too late, then miss some favorable opportunities.

The performance represented is historical. Past performance may not be a reliable indicator of future results. None of the authors, contributors, administrators, or anyone else connected with this System, in any way whatsoever, can be responsible for your use of the information contained in or linked from these web pages. Any action you take upon the information on this website is strictly at your own risk.

This website, blog or letter is based on personal opinion and experience and it should not be considered professional financial investment advice. The ideas and strategies should never be used without first assessing your own personal and financial situation. All contents are our TEST records only, not for real trading. Market is dangerous, trading is risky, DO NOT copy anything we do.

Friday, January 03, 2020

Take Profit from UNH

Yesterday, "Candle Light" Machine Learning Trading System set UNH Take Profit price at 288.10, today UNH lowest price is 284.36. Sold it at 286, earned 2.3% in a day.

Disclaimer: This is our development and test record only, do not copy our actions.

Two Years, 100+ Groups of Testing Confirm: Machines Can Beat Human Aces in Stock Market!

AlphaGo, an AI Go game software system, beat World Go champion Lee Sedol in 2016. Then, AlphaGo Master defeated Ke Jie, the world No. 1 rank...