Trading Algorithm
Whether you're a beginner or have some experience, you'll gain valuable insights into Testing and Optimizing Your Trading Algorithm for Effectiveness and Efficiency, Tutorial, Review. @enochchan01
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Building Your First Trading Algorithm
Embarking on the journey of creating your first trading algorithm can be both exhilarating and challenging. As a professional trader, the transition to algorithmic trading can amplify your trading strategies, making them more efficient and less prone to human error. Here's a beginner-friendly guide to help you get started.
Understanding the Basics
Before diving into coding, it's crucial to understand the basic principles that drive algorithmic trading. Algorithms are set rules or procedures used to make trading decisions in financial markets. These can range from simple moving average crossovers to complex machine learning models.
Choose Your Strategy
Start by defining your trading strategy. It could be momentum-based, mean-reversion, or any other strategy you're comfortable with. Ensure that your strategy is well-tested manually before translating it into an algorithm.
Programming Your Algorithm
To create your algorithm, you'll need some programming knowledge. Python is widely used due to its simplicity and the powerful libraries available like Pandas and NumPy. Begin by defining the parameters of your strategy and use historical data to test its effectiveness.
Backtesting
Once your algorithm is ready, backtesting is essential. This process involves running your algorithm against historical data to see how it would have performed. It helps in understanding the potential risks and profitability of your strategy.
Optimization
After backtesting, optimize your algorithm by tweaking parameters to enhance performance. Optimization can lead to better returns and reduced risk.
Live Testing
Live testing, or paper trading, allows you to test your algorithm in real-time markets without committing real money. This step is crucial to ensure that your algorithm performs well under current market conditions.
Go Live
Once you are satisfied with the live testing results, youโre ready to deploy your algorithm in real market conditions. Monitor its performance and make adjustments as necessary to adapt to changing market dynamics.
For more detailed insights into algorithmic trading and to learn more about my journey and projects, visit my website.
All the best on your journey to building your first trading algorithm!
In the fast-paced world of algorithmic trading, effectiveness and efficiency are paramount. A well-optimized algorithm can be the difference between significant gains and missed opportunities. I've been diving deep into the intricacies of algorithm optimization, focusing on backtesting strategies, risk management protocols, and performance metrics.
What are some key considerations when optimizing your trading algorithms? Let's discuss! Share your insights and best practices in the comments below.
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Grid Search vs. Genetic Algorithm: Which is Best for Trading Strategy Optimization?๐#quantitative
In this video, we're diving into the battle between Grid Search and Genetic Algorithms for backtesting trading strategies. ๐
Ever wondered which one to use for optimizing your trading parameters? Grid Search offers simplicity and guarantees a global optimum, but itโs computationally heavy. On the other hand, Genetic Algorithms are inspired by evolution, efficiently exploring large parameter spaces, but they require careful tuning and might not always hit the global optimum.
So, which one wins in your book? Should you go for the exhaustive Grid Search or the adaptive Genetic Algorithm? ๐ง
Let me know your thoughts in the comments, like this video if you found it helpful, and don't forget to subscribe for more insights into trading strategies! ๐
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Are human instincts enough to beat Wall Street algorithms? In this episode, we dive into groundbreaking research from Quantpedia, exploring the power of combining discretionary trading with systematic strategies.
Join us as we uncover:
โ
The role of intuition in navigating volatile market events like price gaps.
โ
How a seasoned trader turned an unprofitable algorithmic strategy into a winning one.
โ
Techniques like trailing stop losses, multiple profit targets, and dynamic risk management.
โ
Real-world outcomes: an 8-year portfolio simulation starting with $100,000 and achieving a nearly 4,000% return!
Research available here: https://community.quantopian.c....om/c/community-forum
Learn how to blend data-driven insights with human judgment to unlock powerful trading outcomes. Whether you're a seasoned trader or just starting, this is your guide to mastering the art of decision-making in financial markets.
For more quant-focused content, join us at โ โ โ โ https://community.quantopian.comโ โ โ โ . There, you can explore a wealth of resources, connect with fellow quants, engage in insightful discussions, and enhance your skills through our extensive range of online courses.
Quant Radio is an AI-generated podcast, intended to help people develop their knowledge and skills in Quant finance. This podcast is not intended to provide investment advice.
Learn more by subscribing to our YouTube channel to access all of our videos.
As always, if there are any topics you would like us to focus on for future videos, please comment below or send us a quick note at info@quantopian.com.
Disclaimer
Quantopian provides this presentation to help people write trading algorithms - it is not intended to provide investment advice.
More specifically, the material is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory or other services by Quantopian.
In addition, the content neither constitutes investment advice nor offers any opinion with respect to the suitability of any security or any specific investment. Quantopian makes no guarantees as to accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances.
Order Execution & Algorithm Trading Strategies
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Tortoisedge trading algorithm is one of the best trading algorithms you can use to navigate the markets. With our algorithm you have higher chances of success and return on investment than anyone else. Also you have the option to set it up as a strategy and let it trade on its own. Try it out!
Algorithms lose profitability over time primarily due to increased trader competition. As more traders adopt similar strategies, the effectiveness of these algorithms diminishes. Market conditions also change, making old strategies less effective over time. Economic events and shifts in market trends can significantly impact an algorithm's performance. Additionally, technological advancements can render older algorithms outdated, necessitating continuous updates and fine-tuning. The emergence of more sophisticated tools and techniques makes it challenging to stay ahead. In quant trading, the profitability of algorithms is dynamic, requiring constant vigilance, regular updates, and adaptability. Traders must proactively monitor market conditions, leverage the latest technological advancements, and continuously refine their strategies to maintain success.
Trading with python, investing with python.
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#tradingalgo #easyalgo #thebestalgo #stocks #crypto #education #shorts #howto #tradingalgorithm #indicator #tradingindicator #financiallyfree ๐Please leave a LIKE and SUBSCRIBE if you have enjoyed this video!
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#tradingalgo #easyalgo #thebestalgo #stocks #crypto #education #shorts #tradingalgorithm #howto #education #finance #trading ๐ To get EasyAlgo or for any questions regarding EasyAlgo go to: https://discord.gg/2p9AEBWcx3
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#tradingalgo #easyalgo #thebestalgo #stocks #crypto #education #shorts #howto #tradingalgorithm #indicator #tradingindicator #financiallyfree ๐Please leave a LIKE and SUBSCRIBE if you have enjoyed this video!
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For any questions regarding EasyAlgo, please join our discord server here:
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๐๏ธDisclaimer: This video is for educational purposes only. We are not liable for any losses you may experience. Additionally, this is not financial advice for investing in but rather a tool for you to use.
#tradingalgo #easyalgo #thebestalgo #stocks #crypto #education #shorts #tradingalgorithm #howto #education #finance #trading ๐Please leave a LIKE and SUBSCRIBE if you have enjoyed this video!
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#tradingalgo #easyalgo #thebestalgo #stocks #crypto #education
Beginner Day Traders learn several Day Trading Algorithm Strategies.
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Watch the Full Video:
https://www.youtube.com/watch?v=GVrdrRHtGiA
Ready to start Day Trading???
You gotta check this out ๐ :
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Subscribe:
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AI trading algorithms have become increasingly popular in the financial markets.
They are used to make decisions based on data and can be used to predict market trends. But what happens if everyone starts using the same AI trading algorithm?
The use of the same AI trading algorithm by all traders could lead to a situation where everyone is making the same decisions and thus, creating a situation of market stagnation.
This could lead to reduced liquidity in the markets as well as increased volatility due to lack of diversity in decision-making.
Moreover, it could also lead to increased risk for individual traders as they would be exposed to higher levels of risk than before.
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Interested in algorithmic trading? Here's how one of our algorithms has been performing the past few weeks #algotrading #trading #algorithm #stockmarket #passiveincome #sidehustle #getmoney #entrepreneurship
Be master of this to make money from trading!!
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In the video we review stock trading ideas for $ADBE / NASDAQ (Adobe) with the algorithmic trading application from UltraAlgo. Reviewing the 45-min chart, the script delivered 7.02 profit factor with a profitability of 85.71%. This was executed over 7 trades with a net profit of $4766 and drawdown of $908.
UltraAlgo, a leading algorithmic trading tool, delivers clear buy and short signals across any security listed on the NASDAQ, NYSE, and CBOE. Start Free Trial at UltraAlgo.com.
Get a free trial of our algorithm for real-time signals.
๐ฐ https://www.ultraalgo.com/videos
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Welcome to our YouTube video about YourRoboTrader, a software development company that specializes in developing trading algorithms.
In this video, we'll introduce you to YourRoboTrader and explore the exciting world of automated trading. YourRoboTrader is a leading software development company that develops high-quality trading algorithms for various financial markets. Their algorithms are designed to help traders maximize their profits by analyzing market trends and making informed trading decisions.
โบ YourRoboTrader Website: https://yourrobotrader.com
If you think our content is helpful, please press the like button and subscribe to our channel!
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Disclaimer
We are not giving any financial advice in this video, it is purely for education and entertainment. Past profits do not guarantee future profits.
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I gave ChatGPT $2000 to invest with and in this video i'll explain how we built the trading algorithm and what the returns looked like after 24 hours of live trading. First, a disclaimer - Do NOT invest any money in any type of trading bot or algorithmic engine that you are not willing to lose. I gave this trading bot $2000 because I was willing to lose $2000 to make a great video for my AI Wizards out there. ChatGPT is unique in its capabilities as a large language model because of its ability to remember the context of of a conversation. This AI is helping me build MVPs a lot faster and I want us all to take part in this revolution. The tools used in this tutorial are the Alpaca API for live trading data, Python for Programming, FinRL for Deep Reinforcement Learning and Vercel for live deployment. Let me know what you think in the comments and if you want to see more videos like this.
Code for this video:
https://github.com/llSourcell/ChatGPT_Trading_Bot/
Please Subscribe! That's what keeps me going.
Want more AI/ML education? Connect with me here:
Twitter: https://twitter.com/sirajraval
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Join our discord:
https://discord.gg/zgEJxeYA2X
Watch ChatGPT Build an AI Startup:
https://www.youtube.com/watch?v=hL2hLFUwuqQ
Watch ChatGPT Build a Finance Startup:
https://www.youtube.com/watch?v=on623d5EfPw
Watch Me Build a Startup Playllist:
https://www.youtube.com/watch?v=oeraUtRgsbI&list=PL2-dafEMk2A4n3aP_rzgqA8lVGknkSN2p&index=1
Learn Machine Learning in 3 Months:
https://www.youtube.com/watch?v=dS2HYPY7T-4 Join my AI community: http://chatgptschool.io/ Sign up for my AI Sports betting Bot, WagerGPT! (500 spots available): https://www.wagergpt.xyz
#shorts
This video tutorial will show you how to easily and efficiently create your own trading algorithm and achieve better results when investing in the stock market. Follow the step-by-step process and learn how to create a strategy that is tailored to your needs and goals.
Free course:
https://www.udemy.com/course/c....rash-course-in-stock
My Intrendias Trading Algorithm is Up 24% on Biogen Stock BIIB. The trading algorithm returns a what-if back test which compares the Bought and Held Return against the trading algorithm's performance.
Intrendias Website available here: https://intrendias.wixsite.com/intrendias
#tradingstrategy #technicalanalysis #tradingalgorithms #algorithms #algorithms #trending #stockmarket
I put half a million dollars into a trading account back in September 2015. My aim was to build a real life track record using a system you could use yourself. And today, I want to show you my results.
๐ SUBSCRIBE TO MOTION TRADER'S YOUTUBE CHANNEL NOW ๐
https://www.youtube.com/channe....l/UCZOTiCASxlLQcWopz
Want to know more of Jason's Best-Kept Trading and Investing Secrets? Join Jason at an online training event where he'll show you how to trade and invest like some of the world's best. Take your portfolio to the next level: ๐ https://www.motiontrader.com.a....u/skills-accelerator ๐
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Jason McIntosh put $500,000 of his own money into the market using his very Motion Trader algorithmic trading service. He did this to prove to you that not only does the algorithm work. But it can also be used systematically by everyday investors in the Australian stock market. In this video, Jason shows you his portfolio performance so far:https://www.youtube.com/watch?v=YjuV8GDpoYk
Jason has also appeared in The Sun-Herald, Herald Sun, The Sydney Morning Herald, The Newman Show, The Age & The Australian.
In addition to Jason's Motion Trader algorithmic trading service. Jason ran the highly successful Quant Trader service for Port Phillip Publish in Albert Park Australia. They're a financial services provider for investors with over 100,000 readers of their daily e-letters. And since 2014, Jason has been helping thousands of Australian investors benefit from his algorithmic trading services.
Motion Trader offers three trading tiers: Big Motion, Growing Motion and Extreme Motion. Big Motion signals stocks from the largest 250 (rankings are according to a proprietary algorithm). Growing Motion includes ASX Mid Cap stocks. And Extreme Motion finds high potential stocks from outside the top 500.
Then there's the Motion 300 indicator. This unique investment tool has a solid track record of identifying when the market is oversold and overbought. Jason provides you access to this indicator as part of his trading service. It's a proprietary indicator designed to help you know when the market is greedy or fearful.
Jason has been investing since the 1980s and today has helped thousands of Australians and Retirees secure their financial future.
If you want a no b.s. approach to investing and portfolio management, then learn from Jason. It could change the way you invest forever.
โ
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CONNECT WITH JASON ON SOCIAL MEDIA โ
โโ
YouTube:https://www.youtube.com/channe....l/UCZOTiCASxlLQcWopz
About Motion Trader:https://www.motiontrader.com.a....u/pages/motion-trade
About Jason:https://www.motiontrader.com.au/pages/meet-jason
Motion Trader Blog:https://www.motiontrader.com.au/blog
Motion Trader Website: https://www.motiontrader.com.au/
Facebook: https://www.facebook.com/MotionTrader
Linkedin: https://www.linkedin.com/in/jasonemci...
[00:09] I've got a confession
[00:49] You can't make money this way
[01:39] These payoffs can happen
[02:40] This is where I put half a million in 2015
[03:02] This graph tracks my portfolio
[03:59] My biggest gain
#MotionTrader #AustralianTrading #Algorithm
GENERAL ADVICE WARNING
The material on this YouTube channel is general in nature. It does not constitute personal investment advice or personal trading advice. Any advice provided is general advice only and does not take into account an individualโs risk profile or financial situation. Trading involves the risk of loss as well as the potential of profit. You should seek independent financial advice in deciding if trading is appropriate for you. Please also consider the appropriateness of the advice in light of your own objectives, financial situation or needs. As always, past performance is not indicative of future performance. Please see Financial Services Guide below. Jason McIntosh is an Authorised Representative (AR No. 1274211) and Motion Trader Pty Ltd is a Corporate Authorised Representative (CAR No. 1274210) of Shartru Wealth Management Pty Ltd ABN 46 158 536 871, AFSL 422409. For more information about Motion Trader and our FSG go to: https://www.motiontrader.com.au
This video is about what it really takes to be a professional trader..
https://youtu.be/DipulGFjhGc
https://youtu.be/DipulGFjhGc
Beginner Day Traders learn several Day Trading Algorithm Strategies.
#shorts #daytradingstrategy #daytradingforbeginners #daytrading #daytradingstrategies
Watch Next: The full Day Trading Algorithm Strategy Video
https://www.youtube.com/watch?v=GVrdrRHtGiA
Ready to start Day Trading???
You gotta check this out ๐ :
https://rb.gy/rs4ud
Subscribe:
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This is a video about the pitfalls of algorithmic trading.
Institutional eBooks video: https://youtu.be/eiiRIzJyxUk
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In this guide, we dive into the world of algorithmic trading, breaking down the complexities and nuances of creating a robust trading system. Whether you're a seasoned trader or just starting out, this video provides valuable insights and practical advice to elevate your trading game.
Algorithmic trading offers unparalleled opportunities but also comes with significant challenges. This video not only equips you with the technical know-how but also provides a strategic edge with advanced price action insights. Perfect for traders aiming to transition from retail to institutional-grade strategies.
If you found this video helpful, don't forget to like, share, and subscribe for more content on trading strategies, market analysis, and financial insights. Stay ahead of the curve with our expert-driven content.
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Algo trading, short for algorithmic trading, has revolutionized the financial markets by automating the trading process based on predefined rules and criteria. Algo trading software providers play a crucial role in enabling traders and financial institutions to execute trades swiftly, efficiently, and with minimal human intervention. These providers offer sophisticated platforms equipped with advanced algorithms, data analytics tools, and connectivity to various markets.
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Alright folks, you think you're ready for the world of Algo Trading, huh? Itโs time to separate the wheat from the chaff, because there's a lot more to it than just numbers and charts. In this wild episode, weโre busting through the jargon, and pulling back the curtains on those dodgy scams, so buckle up!
Think Algo Trading is just for those wall-street bigwigs? Think again! We're stripping it down to its bare bones so even your grandma could get it. But wait, what's this? You thought the market was always fair and just? Hold onto your hats because we're also exposing the rampant frauds that are fooling even the smartest traders.
But hey, donโt let it scare you away from the exciting world of algorithmic trading! Weโre here to arm you with knowledge and a heavy dose of reality. After watching this, you'll be able to walk into the world of Algo Trading with your eyes wide open and your wallet safe.
So, what are you waiting for? Hit that like button, subscribe, and let's dive into the deep end of Algo Trading! Remember, knowledge is power, but only when shared. So, share this video with your buddies and stay tuned for more eye-openers on our channel!
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This video expresses my personal opinion only. Trading financial markets involves risk, and is not suitable for all investors. I am not responsible for any losses incurred due to your trading or anything else. I do not recommend any specific trade or action, and any trades you decide to take are your own.
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About:
Booming Bulls is an initiative for the young generation who is interested in making more,
willing to step forward and be free from financial situations.
We provide knowledge that is based on self-learning, experience and theoretical implications on the market.
In general, trading is considered a business not suitable for everyone, but this is just a hoax which we clear by letting you learn about the strategies that can provide a good profit.
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