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superv

Great stuff but in all your videos you need to check the 'buy and hold equity' checkbox in the TV strategy tester when showing these stats on the videos, lots of times 13000% return looks great in theory except that buy and hold in same period on that stock would've yielded an even higher return, rendering the activetrading strategy useless. Please be transparent with the relative stats

Useless you are a math PhD and work with other PhDs, quant is bullshit. Citadel and 2 Sigma are using quant and both have crap returns compare to the market.

Hmm doesn't have high alpha

How do we trade with 90 companies in our portfolio? Won't only some of the companies have the trade signals at any given point? Do you just trade on the 5 that have the signal that day and the other 85 just sit there dormant? Curious if you could explain the logistics of having a large portfolio looks, in this context, thanks

i still got confused about those punctuation, , ; make me so dizzy. Do u have any tips for pure beginner :(

The chart is at 5 minutes, but he's saying 200 DAYS moving average.. Am I missing something?

Hey guys, just saw 4ra’s new promo video, and it’s amazing! feeling so much more confident betting there now! ✨ the way they are promoting makes it feel super reliable.

The chances of winning on 4RBT are unmatched, now it's time for the World Cup T20 🏅🔥

Watched the last matches and bet on 4RA, it was so much fun, now I'm excited for the World Cup T20 😁🎊

Seeing a legend like Finch backing 4ra makes me trust their bets and games even more, man. Solid choice! 👌💸

Finch's presence in 4ra ads is huge, bro. It shows they care about quality and sports expertise. 🌟

Who caught Finch's last promo on 4ra, man? Made betting on cricket matches more exhilarating than ever! 🎥🎰

Since Finch joined 4RBT, I've noticed more of my cricket buddies here, man. He's definitely bringing in the crowd! 🏏👫

Finch's tips on 4ra's platform are gold, bro. Betting feels like you're actually part of the game! 📊

Did you guys see Finch promoting 4RA, man? Gave me the confidence to place my first bet today! 🚀👍

Totally agree, man. It's awesome that 4ra brings in real cricket stars like Finch. Makes it so much more relatable, bro. Cricket and 4ra just got even better with Finch onboard, man. Can't wait for the next IPL bets. 🎉🏆

Finch as ambassador means 4RBT is serious about their cricket bets, man, right? 🤔💯

Just saw Finch is now 4ra's face, bro! Feeling more confident betting there now! ✨

🎉 It's more fun competing and sharing the platform with people you know, right? What’s the best part of 4RABET for you

📈 Sharing strategies with friends has really ramped up my betting game. Got any tactics you swear by

🤑 Following some tips from my brother turned into a decent win last month. Ever had a win that felt extra sweet because it came from a tip

🃏 Was introduced to the poker tables by a friend who’s pretty good at it. Have you dabbled in any card games on 4RABET

🎱 I stick to slots for the most part; it's easy and I don't have to think too hard. What's your go-to for a relaxed gaming session

🚀 My friend suggested trying the crash games for a quick thrill, and wow, were they right! Have you taken a shot at those yet

🎡 I'm mostly into roulette; the vibe feels just like a real casino. Got any favorites when it comes to table games

🏏 I got into cricket betting because my colleague made it sound so exciting. Have you picked up any new interests from friends on there

🎲 A buddy of mine was all about their live casino games. He finally convinced me to try. You ever get pulled into a game from a friend's recommendation

when the method is known by the market. the efficiency will go down. trader need to find another method that in private use.

Well, I guess, this is one of those "advisers" from a broker company, who want to make you trade all the time without any good reason. One thing I can tell you for sure. May be, something like that worked 50 years ago. But if Medallion would base their trading on such 5Ups nonsense strategies during the last 20 years, they would went belly up long time ago.

Their win rate is less than 51%. 50.x %

I will look at the Quant basic coarse thanks for the heads up!🙏

Nice just getting into Trading vue ~ONI

I doubt Markov processes can be used for trading by themselves, especially if they are based on historic data, anything that uses historic data will not work. But they might be used in conjunction with something else. That's why these trading models are a secret.

4:37 to 5:06 "A Markov process is basically a random sequence of events where the probabilities of the future is based on the current state. It's not based on the past. Tomorrow's probabilities depends upon today. It's not dependent upon yesterday." 12:27 However here later in the video, with your transition matrix and up_counts, down_counts, up_to_up, etc. You are using historical data to estimate these probabilities. 15:23 And here the condition uses 5-6 days. So what was actually meant here...? Did you mean that the future state is based on the present state, but the probabilities of the movement are estimated from past data?

THE WHOLE TIMELINE : 00:06 Algorithmic trading 06:21 Libraries like imagine, yfinance, pandas, numpy, and matplotlib can be imported and used to perform various functions. 19:02 Learned how to download, manipulate, and analyze data 24:46 The graph shows the performance of Apple, Coca-Cola, and SBY stocks normalized to 100. 36:18 The code demonstrates the use of divide, subtract, and shift functions on a data frame. 42:03 The main point is about handling and manipulating data in Python. 53:43 Calculate the mean and standard deviation of multiple stocks. 1:00:35 Comparing risk and reward of different stocks 1:12:08 Download 20 random stocks, calculate risk and reward, compare covariance and correlation, and find the best five to invest in based on assessment. 1:17:25 Log return is a more accurate measure of returns compared to simple returns 1:29:08 Calculate and plot the 50-day and 200-day moving averages and the exponential moving average (EMA) for a given stock. 1:34:44 Re-indexing data in pandas to include missing days and manage missing values 1:45:58 The annual average return for Apple stock is 17.5% with a standard deviation of 45% 1:51:31 Apple stock experienced a significant drawdown of 82% on December 23, 1997. 2:02:53 The strategy involves going long or short based on the SMA values 2:08:42 The buy and hold strategy had higher returns compared to the 50-100 day moving average strategy, but it's not necessarily the ideal strategy. 2:20:25 The function allows testing of trading strategies based on moving averages 2:26:12 Multiple strategies for multiple strokes 2:37:54 The strategy of using SMA 50 and SMA 100 seems to work well in the SPY stock. 2:44:00 Create a Python file for backtesting strategies 2:55:23 The text discusses downloading and working with data using APIs. 3:00:49 Focus on achieving a fast increase from 10842.72 to 10849.08

This is the first 3 hour course video I could finish! Very engaging and fun.. Learnt soo much about python and how to exercise and test strategies.. Loved every bit of it! Can you make any video on how to integrate Neural networks and AI to generate automated strategies.. Atleast how to go about the process would be of great help!

Is it posible to do an AI for SMC strategies. SMC involves experience and discretion so I dont know of it is possible

Very inspiring video! Though I suspect that stellar results on the test set mostly come from the fact that you are exploiting the data leak. quantiles that you use to open positions are calculated using the future data (of the entire test set). In real trading, you don't know upfront what will the quantiles of the future predictions spanning years ahead be. Also, it's a good practice to turn any duplicated code into a procedure to reduce possible copy-paste errors and easу maintainability. Good candidate for that here is the featurization code. Also, best practice for combining preprocessing with models is to use pipelines. Plus, PCA needs prior data normalization, therefore, optimal way would be make_pipeline(StandardScaler(),PCA(),your_model). Another necessary step is comparing your model with a dummy model (DummyRegressor in this case) and checking whether your model is having a real gain over random guessing.

I wish people would understand that market secrets are not allowed to go on the net....dark net maybe, certainly not on youtube.,,,The people that own the markets own youtube too....Anything on youtube or the net regarding the market is most likely going to be an unintentional or intentional throw off

Compounded his swing trades for rapid growth, Warren buffet does it the slow buy and hold way

Is there a discount code I can use when buying the course

I suspected Jim Simons also does correlation trading based on what mathematicians call 'action limits' within 'activity networks'. When two financial instruments or asset classes deviate from known means and standard deviations over time, an 'action limit' can be set in the algorithm, for example: changes in the price of a 10 year T-note has shown a strong correlation to the price of copper divided by the price of gold. If a rare event occurs beyond three standard deviations say, calculated by a computer program, then it is highly probable the price of copper will fall and the price of gold will rise so the correlation with the price the T-note regresses toward the mean more. The 'action limit' looks like mu = +/- 2.5 STD/square root of N, where N is the number of values in the sample of copper/gold ratios, say. So the computer will automatically short coper and buy gold at certain times until the action limit is no longer triggered. It has to do with 'critical path analysis' where vertices in the path represent different activities to be performed, as in the computer generating orders to buy, sell, short, etc.

One day someone will be able to do this with NVIDIA.

At 1:46, what are the values on the Y-axis and what are the units? What is the Y-axis telling you?

Can you use QuantConnect to connect to Interactive Brokers to trade options on stocks?

What do you think about using renko chart instead of japanese candles?

which course are you referring to for the strategy you talked about at 17:30?

If you think you are going to do this in just over 3 hours by following along that is not going to happen. Plan for 3 days. Just a great video. So much information. Thank you.

Well explained video