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Books for Algorithmic Trading I Wish I Had Read Sooner 

neurotrader
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In this video I show my favorite books for algorithmic trading. These are not the only books I've read but they are the ones I've found most useful.
Patreon: / neurotrader
The content covered on this channel is NOT to be considered as any financial or investment advice. Past results are not necessarily indicative of future results. This content is purely for education/entertainment.

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1 май 2023

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Комментарии : 224   
@franklinjoe52
@franklinjoe52 9 месяцев назад
I feel uncomfortable on behalf of those books
@jidongwang4622
@jidongwang4622 7 месяцев назад
😂😂
@sageofsixpaths98
@sageofsixpaths98 6 месяцев назад
😂
@Skywalker-zs9tf
@Skywalker-zs9tf 6 месяцев назад
😁😁😆😆🤣🤣
@user-eq9tk5sw8v
@user-eq9tk5sw8v 6 месяцев назад
🤣🤣🤣 broke the matrix
@benbalaj1732
@benbalaj1732 6 месяцев назад
Why? Seriosly im curious.
@sxhmidog
@sxhmidog 6 месяцев назад
Cool that you had Timothy Masters on the list. I have a bunch of his books and actually invited him to speak for our research group at Binghamton, since he lives near by. Very intelligent guy and super humble.
@AI_BotBuilder
@AI_BotBuilder Год назад
Nice, I’m reading Detecting Regime Change right now as I always had a different understanding about regimes. Went through the same struggles of brain melting seeing math on these books the first time, so for any beginner I would also recommend (although they are not directly linked to trading, these books helps you come up with things that never exist anywhere) 1. Python for Scientific Computing and Artificial Intelligence, Stephen Lynch (For absolute beginners, get your basics and logical thinking right) 2. Applied Mathematics with Open-Source Software: Operational Research Problems with Python and R , Vincent Knight 3. Applied Evolutionary Algorithms for Engineers Using Python, Leonardo Azevedo Scardua 4. Quantitative Finance with Python! A Practical Guide to Investment Management, Trading, and Financial Engineering, Chris Kelliher 5. Machine Learning: Theory and Practice, Jugal Kalita Finally all the books recommended in the video, every one of them is an absolute read, don’t know about the last one, I’m still reading it, and for professors Steve Brunton, I am following his video lectures during my free time instead of the book so I can make notes along with him.
@neurotrader888
@neurotrader888 Год назад
Interesting list, I'll have to look into a few of those. The evolutionary algorithms book I've never seen before. A book I forgot to include is Clever Algorithms by Jason Brownlee. It's a collection of nature-inspired optimization algorithms that I've found useful on a number of occasions. Might be similar.
@skittles8581
@skittles8581 9 месяцев назад
@AI_BotBuilder I like Quantitative Finance with Python,but I dont see that book as something you would use for algorithmic trading, but rather the stuff used in the corpo word?
@OllieFeraher
@OllieFeraher 7 месяцев назад
How is it? can it help with detecting calm vs trending markets?
@PratapO7O1
@PratapO7O1 4 месяца назад
1. Systematic traiding 2. Trading system and methods 3. Advances in financial Machine learning ## Risk Management 4. The Leverage Space Trading model 5. Mathematics of money management (Ralph Vince) ## trading indicators 6.
@karthik947
@karthik947 5 месяцев назад
Keep going dude, You're killing it! Thanks for doing this.
@Ghost_Bear_Trader
@Ghost_Bear_Trader 3 месяца назад
The best trading book I ever read wasn't about trading at all. It's called, "Best Loser Wins" - Tom Hougaard. Thanks Tom.
@DevCurioso
@DevCurioso 5 месяцев назад
Not sure how I stumbled upon your channel, it was god send. Grabed a few of those books to read, they have a solutions for many of my problems from when i tried to deploy my own systems
@Eric_McBrearty
@Eric_McBrearty 4 месяца назад
Good content, thanks for the suggestions and reviews.
@xxatatskixx
@xxatatskixx 4 месяца назад
I couldn't watch any further because of the creepy hand gestures.
@vinibp
@vinibp Год назад
Man you content is gold, thank you for sharing it! Continue the awesome work! Hope you the best, cheers from a brazilian fan
@ssunkite1
@ssunkite1 5 месяцев назад
The underground content in this channel is pure gold for those who appreciate it. Subscribed.
@KaiAlgo
@KaiAlgo Год назад
I've been waiting. Thanks 👊
@user-un5yc1rc4d
@user-un5yc1rc4d Год назад
Thanks for sharing your knowledge
@itiscinnamoncafe
@itiscinnamoncafe 9 месяцев назад
Thank you for posting this video
@simonhuber6859
@simonhuber6859 5 месяцев назад
Thanks so much for that wonderful collection! I have a question, please, if you allow. When backtesting the algo, would you rather test each month individually or focus on the bigger picture, like 2023, 2022 or even a biyearly period? I just wonder whether the individual month or year is better for improving the results or does it depend on the personal goals for the algo?
@alexei.domorev
@alexei.domorev Месяц назад
Awesome list and thank you for taking your time to put this review together! Books are a great way to master a discipline and having a curated list like this is extremely valuable. Many here would probably agree. I'd also add "Quantitative Portfolio Management - The Art and Science of Statistical Arbitrage" by Michael Isichenko. This one is more advanced, but reading it is like doing a Master's in Quantitative Trading - every page is full of intellectual discoveries that collectively build up a solid foundation.
@tornet3964
@tornet3964 3 месяца назад
Thanks for your videos dude ♥
@patrickdurdenman7221
@patrickdurdenman7221 7 месяцев назад
Beautiful list, I consider buying all of them probably. Also cudos for your positive weirdness in the video :-D
@user-ajp-4891
@user-ajp-4891 7 месяцев назад
You owe these books child support now. 😂❤ Thanks for uploading a REAL video about quant/algorithmic trading. Instantly subscribed.
@ashwinrawat9622
@ashwinrawat9622 4 месяца назад
Or trauma support
@yehoriliushchenko4401
@yehoriliushchenko4401 9 месяцев назад
seems like a veryy good niche material, glad to be in thousands who watched this
@user-ip2pm3fv7g
@user-ip2pm3fv7g 6 месяцев назад
hi Neuro, certainly great video and thank you very much for sharing the books. I have finished reading cybernetic trading strategies. The book is good but the author mainly uses Easy Language. Do you know any book that teaches machines learning and neural network, and uses Python in examples? if you do, please recommend it to me. Thank you very much.
@jul8803
@jul8803 10 месяцев назад
Brunton's book and series of YT videos are a delight, strongly recommended.
@mozkhiyar9486
@mozkhiyar9486 Год назад
I am fan of ypur contents man. Great
@dtxdatan2645
@dtxdatan2645 2 месяца назад
thanks for your sharing
@nirmalkumarsingh3695
@nirmalkumarsingh3695 8 месяцев назад
Great books. Thnx a lot ❤
@imadmostajil3469
@imadmostajil3469 Год назад
THNAK YOU FOR THIS BOOKS
@SHrirang0509
@SHrirang0509 9 месяцев назад
Hi, can you make a video for 'the path of a trader in 2023?' I've been on a learning journey in trading, including algorithmic trading and machine learning for trading, for the past year. Despite acquiring knowledge, I'm facing challenges in actual trading execution. While I resonate with the book recommendations, I'm seeking guidance on a structured path as a beginner. Specifically, I want to efficiently combine learning through books with practical implementation, all while not having prior trading experience. What steps should I take to start trading as a beginner? Which books should I prioritize, and what types of trades should I initiate? My goal is to optimize my learning by blending theory with hands-on experience and to begin trading consistently as soon as possible.
@santalaszlo6858
@santalaszlo6858 Год назад
Thank you ✌️
@DanaWebb206
@DanaWebb206 2 месяца назад
Can’t stop watching this kind of content enough. I love RU-vid for this.
@notyrants507
@notyrants507 Месяц назад
Thank you @neurotrader for this list! For the books in th beginner category, which one do you think is the best to go directly to code in Python?
@scripting
@scripting 4 месяца назад
thanks for the lesson on how to massage books properly
@flexorx
@flexorx Год назад
Thanks for sharing, a few of them are new to me, cool! This one with Ehlers cycles you've said worked for you, is it still functional?
@neurotrader888
@neurotrader888 Год назад
No. I made the strategy in 2019 and it worked great for me until early 2021. Then suddenly it stopped working. Not a slow decay in performance (the usual case) either, it just started bleeding money. I might make a video about it because I find it interesting. I eventually turned it off. But don't let that story dissuade you from Ehler's work. It was a weird strategy to begin with. I have cycle strategies I still use. Some using Ehler's stuff. The books provide a great intro to DSP for trading applications.
@francislau9292
@francislau9292 4 месяца назад
Hi neurotrader, I am really grateful for your sharing. I have bought a few books upon your recommendation and am currently reading #The Leverage Space Trading model right now. Just for my guide, do you actually imply the concept of optimal f from Ralph? How do you adjust your maximum drawdown from his suggestion?
@MoxekeSol
@MoxekeSol 4 дня назад
Thank you ❤️
@sseriously3043
@sseriously3043 7 месяцев назад
Great thanks.
@mathewz7434
@mathewz7434 Год назад
although i use mql5 for my strategies, i have been motivated by ur videos watched all videos and so inspired .your data driven approach is very so easily and fully explained . keep up the good work. 😁
@Vev79
@Vev79 5 месяцев назад
Thanks. Nice sense of humor:) A little tip for newcomers: As someone who has been trading for the last 20+ years and consistently making money, I haven't read a single book about trading for the last 15 years or so. And you don't have to either.
@MD-br2my
@MD-br2my 5 месяцев назад
So, you read trading books your beginner years😅
@rajjohri8547
@rajjohri8547 14 дней назад
Which ones did you read in earlier years ?
@Catgod888
@Catgod888 2 месяца назад
thanks for the video. If i want to learn how to develop EA to back test my existing trading strategy/collect data, what book/topic should i learn first?
@user-jx7uw6cy8m
@user-jx7uw6cy8m Месяц назад
would love to see more videos about trading books
@queenslayerthefifth1771
@queenslayerthefifth1771 5 месяцев назад
Hi, Can you make a video on how/where to deploy your model and what is involved in that process?
@Exponenter
@Exponenter 4 месяца назад
Man we need a full video on how to start algo trading and quantitative trading from scratch PLEASE
@ElCidPhysics90
@ElCidPhysics90 Месяц назад
That’s what I’m looking for
@Yashgupta-dd6eq
@Yashgupta-dd6eq 9 месяцев назад
please suggest some books or papers focusing on mean reversion strategies and concepts.
@user-co6ku3bo2w
@user-co6ku3bo2w Год назад
I just subscribed your Patreon, which material or video should I start to learn your trading strategy? Thanks.
@neurotrader888
@neurotrader888 Год назад
Thank you! I trade several strategies. The thing to learn is how to develop strategies, rather than specific ones. As all strategies tend to have their performance decay over time. The donchian channel video on my channel is robust and very simple. It's a good starting point.
@user-lp3dv4ii2o
@user-lp3dv4ii2o 6 месяцев назад
Thank you
@thelightings
@thelightings 3 месяца назад
thank you bro
@SliverHell
@SliverHell Год назад
Is the python reference, that you mentioned, for Advances in Machine Learning, the github with jupyter notebook that covers only the exercise? Or the mlfinoab package that you have to pay for?
@neurotrader888
@neurotrader888 Год назад
Neither. The book has python code printed in it. Idk if its online somewhere, I just copied it out manually.
@kushyglowy8409
@kushyglowy8409 7 месяцев назад
Super useful
@user-ip2pm3fv7g
@user-ip2pm3fv7g 6 месяцев назад
I also read Robert Carver's systematic trading, it's a great book and I plan to read smart portfolio by Robert Carver...If you have any other book that you would recommend it, please share it, thanks. Also, do you have any experience in using RTX graphic card to train neural network? if there is a good book about that, please let me know. I am very very interested in learning about it
@aaar4038
@aaar4038 5 месяцев назад
Aren't these books too old? I'm sure alot of things changed, do you recommend something more up to date?
@jamesspencer550
@jamesspencer550 Год назад
Can you point me to a resource or give some tips on how to build and test a "Bayesian" setup from multiple setups? For example let's say I have 3 setups, one on the 4 hour timeframe, another on the 1 hour timeframe and another on the 15 minute timeframe. My prior would be weighing the higher timeframes more heavily while taking a decision to long/short after a signal has been generated and also adjusting my Take Profit and SL as a linear combination of these three setups. But I want to be able to adjust this prior over the training data to arrive at some optimal combination and then test it. How should I proceed? I was looking at Bayesian Hierarchical Models but don't know if this is the right approach. The idea is to automate the concept of "multiple confirmations" that people look for when trading manually.
@neurotrader888
@neurotrader888 Год назад
I've never had multi-timeframe systems work well for me, so I'm probably not the person to ask. The lower timeframes contain all the information the higher timeframes do, I just adjust the lookback of indicators to achieve mostly the same result. I've only used daily + hourly because because some alternate data comes in at a daily rate. My best guess would be to keep it simple. Test each setup individually, ensuring each has its own merit. Then wait for the signal from all three timeframes to trigger close together. Creating a single setup. Adjusting TP and SL could be done by assessing multiple ATR multipliers with three-barrier labels (see advances in financial machine learning). Then update the probabilities of each label with bayes after each trade. Selecting the one with highest probability of working. I don't know if this would be effective, just spitballing. As for a linear combination of the setups, Assessing and Improving Prediction Classification has a section about combining multiple models with a linear model. Idk how that ties into multi-timeframe though.
@globalfinancetrading
@globalfinancetrading 17 дней назад
One good way to find out the 'best' result is to test it. Creating a variable score for each setup and combining different combinations based on weighting to identify the most ideal outcome based on returns, stability and predictability.
@sobhanba1
@sobhanba1 6 месяцев назад
can you share the names of the books as a text document?
@mrcraftsmann
@mrcraftsmann 3 месяца назад
good one
@CR250RidR
@CR250RidR 2 месяца назад
As a total newbie is Leveraged Trading by Robert Carver a good beginner book before reading systematic trading? Thanks
@MyLeon99
@MyLeon99 Год назад
Hello nurotrader! Did you learn algo trading all by yourself or did you go to school for that?
@neurotrader888
@neurotrader888 Год назад
I learned from reading these books mainly. I have a 4 year degree in computer science which I suppose helped with the coding part of algo trading.
@ll00000000ll
@ll00000000ll Год назад
all cool staff.
@skittles8581
@skittles8581 9 месяцев назад
how do you manage to read so many books, considering a person working full time + other obligations. which of those you would focus on?
@afonsodeportugal
@afonsodeportugal 18 дней назад
No girlfriend. That will free several hours of your daytime. There, I solved it for ya!
@MarcoCosta-ud4uu
@MarcoCosta-ud4uu Год назад
Thank you for sharing useful books on the topic. I am currently researching for backtesting evaluation methods, I found some interesting articles from Marcos Lopez de Prado. I would love a video on this topic or any suggestion that comes to your mind !
@neurotrader888
@neurotrader888 Год назад
If you haven't read it already, The "probability of backtest overfitting" is a paper worth reading. www.davidhbailey.com/dhbpapers/backtest-prob.pdf
@MarcoCosta-ud4uu
@MarcoCosta-ud4uu Год назад
@@neurotrader888 thanks I'll check it out
@ultraqq
@ultraqq 7 месяцев назад
4:15 trading inficators 7:08
@joeschmoe1794
@joeschmoe1794 4 месяца назад
What about Automatic Investment Management by Robert Lichello?
@jacobnotte3699
@jacobnotte3699 Год назад
Hey man! I am at a weird stage in my career development and I am wondering if you could answer a couple questions for me. I would really appreciate it. 1. What do you do for work? 2. What formal education did you have to get? 3. What would you tell your 5-years-ago self if at the time you only had a diploma in business administration and a couple mediocre, but profitable, algorithms? Much love brother. I am stocking up on these books!
@neurotrader888
@neurotrader888 Год назад
1. I do trading. I don't live in resorts, sitting on the beach with my laptop. I live a very frugal lifestyle. 2. I have a bachelors in computer science from a cheap school. Waste of time/money. 3. I would tell myself to get off the computer, go to trade school, and become an electrician. I'm joking but only partially. This game is very hard, it took me ~2.5 years before I was profitable. If you want to pursue this stuff as more than a hobby prepare to spend the next 100 Friday/Saturday nights studying math instead of enjoying yourself. Hopefully that answer isn't too depressing for you, but it's realistic :)
@christopherlucas1475
@christopherlucas1475 9 месяцев назад
What if you love math and programming but lack basic finance knowledge?
@darthjbender
@darthjbender 6 месяцев назад
@@neurotrader888was it worth it?
@recursion.
@recursion. 5 месяцев назад
@@neurotrader888noob reply, shoulda directed him to your course link or atleast affiliated ones.😂
@BipolarAbusiveX
@BipolarAbusiveX 13 дней назад
What is your avg yearly return?
@aaronsmyth7943
@aaronsmyth7943 Месяц назад
So considering the time invested in reading and understanding these works, was it worth it as an investment? (did you make money?)
@MTMcD116
@MTMcD116 3 месяца назад
Do you have backtest?
@VOLightPortal
@VOLightPortal 4 месяца назад
-Fooled by Randomness by Nassim Taleb. -15 Lies About Trading and Investing and -Fooled By Technical Analysis by Michael Harris
@sergiopadronarellano5437
@sergiopadronarellano5437 2 месяца назад
Like Queen band says, "I want it all, and want it now"
@ricomajestic
@ricomajestic 6 месяцев назад
how about the book "algorithmic trading" by ernie chan. Seems like a good beginner book.
@SaptadeepDutta_Ex-Xerox
@SaptadeepDutta_Ex-Xerox 5 месяцев назад
11:12: The tomes
@issasakananu1532
@issasakananu1532 6 месяцев назад
Thanks for the great content. What would you advice to someone that sucks at maths but really wants to make it ? Where to start ?😊
@Dom-zy1qy
@Dom-zy1qy 6 месяцев назад
It may sound corny but the most important thing is you try your best, and you don't give up. Just practice every day.
@issasakananu1532
@issasakananu1532 6 месяцев назад
@@Dom-zy1qy not corny actually, thx for the answer ! But which maths topics are essential for algotrading ?
@dydydejjejee2463
@dydydejjejee2463 3 месяца назад
​@@issasakananu1532ls if you get an answer let me know
@shaaradpandey5546
@shaaradpandey5546 2 месяца назад
​@@issasakananu1532basic mathematics only...
@colinmaharaj
@colinmaharaj 4 месяца назад
For some reason I have this desire to subscribe to the channel, and write 'wash me' on my car
@akam0707
@akam0707 10 месяцев назад
Is beginner like me that has no programming background, can subscribe your patreon?
@uhohjbhjj6750
@uhohjbhjj6750 5 месяцев назад
The way you ‘handle’ those books got me laughing 😂
@argenisbriceno7657
@argenisbriceno7657 4 месяца назад
Beautiful hands!
@thenapoleonlover113
@thenapoleonlover113 4 месяца назад
Im curious - does anyone here ACTUALLY have a trading bot which earns money or is everyone "smartly losing" all their cash?
@unimatrixzero7745
@unimatrixzero7745 13 дней назад
How much moola did you rake in after reading all these books?
@braddeicide
@braddeicide Месяц назад
Omg you said niche the way i say it, so many people pronounce it nit-ch
@xiao4512
@xiao4512 4 месяца назад
No offense. Just wondering how much $$ making increased after you finished all these reading?
@gogogomes7025
@gogogomes7025 4 месяца назад
_Must_ you caress the books?
@JaymeMGonzalez
@JaymeMGonzalez Год назад
great content! somehow I was drawn to subscribe to the channel in a very dusty way... lol
@colinmaharaj
@colinmaharaj 4 месяца назад
I'm coding my own strategies
@agustinkashiraja401
@agustinkashiraja401 Год назад
I like your Chanel I hate your hands moving😂
@sirjones1
@sirjones1 9 месяцев назад
I was hoping someone to say this
@filltofill
@filltofill 7 месяцев назад
Can't watch the video
@Leftist_broker
@Leftist_broker 8 месяцев назад
I typed all the 17 books but forgot to click comment and cut the tab !!!
@GD-L80
@GD-L80 3 месяца назад
How nice to read and study. I wish I had more time. 24 hours is very few for 1 day😃
@unggoysolid4363
@unggoysolid4363 7 месяцев назад
oh men, what do i got involved my self into? yt algo?
@maihuire11
@maihuire11 Месяц назад
Me gustaria ser como tu, soy programador y estoy en el trading. Hago trading manual y me gustaria hacer trading algoritmico.
@sciota4759
@sciota4759 2 месяца назад
"I like money and, I have no shame" fucking killed me
@karthiksaadithya
@karthiksaadithya 6 месяцев назад
The guy is stroking the book like it’s his dog
@st0a
@st0a 3 месяца назад
😂
@toaninh9120
@toaninh9120 8 месяцев назад
bro your hand sliding up and down gives me some uncanny HowToBasic feelings 😬
@filltofill
@filltofill 7 месяцев назад
Me too, I can't watch the video
@lsi6039
@lsi6039 4 месяца назад
Okay I will subscribe for all the dust in your PC
@user-ld2ts6te1f
@user-ld2ts6te1f 8 месяцев назад
Has anyone found a digital copy of statistical sound indicators…?
@dydydejjejee2463
@dydydejjejee2463 3 месяца назад
hey lls if you found it let me knkw im searching for it
@user-ke7xx9dq4d
@user-ke7xx9dq4d 4 месяца назад
trade like a stock market wizard by mark minervini is a good book. It teaches you how to be a quantitative investor.
@brandonjohnson8880
@brandonjohnson8880 Год назад
Bro! Missed a good opportunity to earn some affiliate revenue on book links!
@neurotrader888
@neurotrader888 Год назад
I know. Unfortunately Amazon wouldn't accept me for their affiliate program, I'll probably add links whenever I'm 'famous' enough to be accepted.
@brandonjohnson8880
@brandonjohnson8880 Год назад
@@neurotrader888 I'm surprised you didn't have Evidence Based Technical Analysis on this list. But assume it's redundant if you've read these books. It's not as well written and has a lot of repeated content but it's still pretty good.
@neurotrader888
@neurotrader888 Год назад
@@brandonjohnson8880 tbh I forgot about that book. I've read it but don't own a physical copy to remind me of its existence. I would have included it..
@austingavent
@austingavent 6 месяцев назад
I will subscribe once you dust off your gear.... just kidding, I already subscribed
@SSEnrich
@SSEnrich 5 месяцев назад
Of course one does not have to read all of this. Still though. Seems like years reading through it and praticing what you have learned.
@PankajDoharey
@PankajDoharey 6 месяцев назад
No Man instead of patreon you can have courses, although we like your youtube content.
@esquire9445
@esquire9445 8 месяцев назад
How he’s feeling the books… it rubs the lotion on its skin…
@amazingsnow
@amazingsnow 6 месяцев назад
I have been trading for over 25 years and anything can happen at anytime with the price of a stock and it will make no sense why. Get information about companies before the professional traders do and place your bet
@vivekbhardwaj304
@vivekbhardwaj304 Месяц назад
Bro forced me to subsribe 💀
@ghostsimonriley13
@ghostsimonriley13 5 месяцев назад
you’re fucking savage 😹😹😹
@damiancaza-cleypool1088
@damiancaza-cleypool1088 Месяц назад
woah that's a dirty pi...
@kathleensarkeesian8506
@kathleensarkeesian8506 2 месяца назад
them books need to press charges
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