Spencer Pao
Spencer Pao
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Popular Financial Momentum Strategies in Python | MACD | RSI | Stochastic Oscillator | ROC
===== Likes: 27 👍: Dislikes: 0 👎: 100.0% : Updated on 01-21-2023 11:57:17 EST =====
Momentum! What is Momentum? How can I use Moving Average Divergence Convergence (MACD), Relative Strength Index, Stochastic Oscillators, and Rate of Change to find the necessary indicators to buy or sell equities? Well, sit back, relax and enjoy! :)
☕Consider supporting me! ko-fi.com/spencerpao ☕
Watch Next?
Quant Strategy: Pairs Trading → ua-cam.com/video/f73ItMWO4z8/v-deo.html
What is a Quant? → ua-cam.com/video/dk7Sdcb3mRI/v-deo.html
🔗 My Links 🔗
Github: github.com/SpencerPao/Quantitative_Strategies/tree/main/Momentum%20Trading
My Website: spencerpao.github.io/
📓 Requirements 🧐
Python
Jupyter Notebook
Love of learning
Basic Stock Understanding
⌛ Timeline ⌛
0:00 - What is Momentum?
2:09 - Getting Data and Visualizing Prices
3:25 - Percentage Rate of Change
4:50 - Subtractive Rate of Change
6:42 - Stochastic Oscillator Strategy
10:43 - Relative Strength Index
12:15 - MACD Moving Average Convergence Divergence
🏷️Tags🏷️:
stocks,tutorial,python,momentum,trading,strategies,guide,walkthrough,Stochastic oscillator,MACD,moving average convergence divergence, relative strength index, rate of change, percentage change, subtractive change,
🔔Current Subs🔔:
4,170
DISCLAIMER: All information and data on my UA-cam Channel, blog, email newsletters, white papers, Excel files, and other materials is solely for informational purposes. I make no representations as to the accuracy, completeness, suitability or validity of any information. I will not be liable for any errors, omissions, losses, injuries or damages arising from its display or use. All information is provided AS IS with no warranties, and confers no rights. I will not be responsible for the accuracy of material that is linked on this site. Because the information herein is based on my personal opinion and experience, it should not be considered professional financial investment advice or tax advice or broker dealer advice. The ideas and strategies that I provide should never be used without first assessing your own personal/financial situation, or without consulting a financial and/or tax professional. My thoughts and opinions may also change from time to time as I acquire more knowledge. These are, as discussed above, solely my thoughts and opinions. I reserve the right to delete any comments for any reason (abusive in nature, contain profanity, etc.). Your continued reading/use of my UA-cam Channel, blog, email newsletters, whitepapers, Excel files, and other materials constitutes your agreement with and acceptance of this disclaimer.
Переглядів: 5 108

Відео

Question Answering | NLP | QA | Tranformer | Natural Language Processing | Python | Theory | Code
Переглядів 20 тис.2 роки тому
Likes: 38 👍: Dislikes: 0 👎: 100.0% : Updated on 01-21-2023 11:57:17 EST Question & Answering! Looking to develop a model that can provide answers to any question you have? Well, in this video, I cover the high level overview on the architecture of QA Models (based on BERT). I also go into depth on what QA Modeling is, how it can be applied, and how it is used in the real world. Lastly, I cover ...
Understanding and Applying BERT | Bidirectional Encoder Representations from Transformers | NLP | Py
Переглядів 3,1 тис.2 роки тому
Likes: 26 👍: Dislikes: 0 👎: 100.0% : Updated on 01-21-2023 11:57:17 EST BERT is an open source machine learning framework for natural language processing (NLP) developed by the Google AI team. This has lead to state-of-the art technologies that have made significant breakthroughs on common problems such as natural language inference, question answering, sentiment analysis, and text summarizatio...
Transformers EXPLAINED! Neural Networks | | Encoder | Decoder | Attention
Переглядів 1,1 тис.2 роки тому
Likes: 16 👍: Dislikes: 0 👎: 100.0% : Updated on 01-21-2023 11:57:17 EST Transformers Explained! This architecture came from this amazing paper: Attention is all you need. Link here: arxiv.org/abs/1706.03762 Parts of this architecture is used for state-of-the-art technologies such as GPT-3 and variations of BERT. So, you must know what a transformer model is if you want to dive further into the ...
How to USE Named Entity Recognition (NER) Models | NLP | Text Categorization | SpaCy
Переглядів 1,9 тис.2 роки тому
Likes: 8 👍: Dislikes: 0 👎: 100.0% : Updated on 01-21-2023 11:57:17 EST Interested in Natural Language Processing? Well, Named Entity Recognition or NER for short, is the tool to know when processing your text! Named entity recognition models are pre-trained models on a specific corpus that has already trained labels that can act as categories for labeled text. In this video, I go into depth on ...
NLP Text Cleaning and Preprocessing | Tokenization | Lemmatization | Sententizer | Paragraphizer
Переглядів 1,2 тис.2 роки тому
Likes: 10 👍: Dislikes: 0 👎: 100.0% : Updated on 01-21-2023 11:57:17 EST Ever wonder what type of tools are necessary for cleaning text for natural language processing? Well, look no further since I cover the most IMPORTANT topics in NLP when it comes to text processing. From stemming to lemmatizing and tokenizing to paragraphizing, I cover it all in this short, quick tutorial on what you absolu...
BEGINNERS Guide HOW to Bulk Mint NFTs on Rarible and Opensea | ERC 1155 | MetaMask | Rinkeby | Remix
Переглядів 3,1 тис.2 роки тому
Likes: 47 👍: Dislikes: 1 👎: 97.917% : Updated on 01-21-2023 11:57:17 EST Ever wonder how you can create your own NFT's? Freshly minted on Openseas or Rarible? Well, look no further since I go into detail on how to get started! You only need a few images to get started. (Also be sure to get the requirements to ensure smooth following) Feel free to support me! Do know that just viewing my content...
A Machine Learns to Paint Without Painting (Caught in 4k)
Переглядів 2,8 тис.2 роки тому
Likes: 8 👍: Dislikes: 0 👎: 100.0% : Updated on 01-21-2023 11:57:17 EST Each square has its own story to tell. What you are witnessing are the steps on how a machine learning model (GAN) is learning to create pictures! Feel free to support me! Do know that just viewing my content is plenty of support! 😍 ☕Consider supporting me! ko-fi.com/spencerpao ☕ Watch Next? How to generate your own Art!→ ua...
Publish and Distribute Python Packages on PyPi | pip | setup | versioneer | manifest | wheel | toml
Переглядів 1,3 тис.2 роки тому
Likes: 17 👍: Dislikes: 0 👎: 100.0% : Updated on 01-21-2023 11:57:17 EST Ever wonder how to publish your python package on PyPi? How but getting your python package downloaded by millions of people? Well, this video is the right one for you! I go into depth on how to properly structure and distribute your code for anyone to use! Using a the UA-cam Automation (ytad) module as an example, I walkth...
Road to Hypothetical Millionaire Status: Defense Companies | DCF | Finance | Industry | Evaluation
Переглядів 5012 роки тому
Likes: 5 👍: Dislikes: 0 👎: 100.0% : Updated on 01-21-2023 11:57:17 EST Join me and my fictional character "Hypo Thetical" on this amazing journey of achieving the coveted $1,000,000 status. Everything in this series will consist of a paper trading and no real trades will be conducted. I focus on the defense industry with a high level overview evaluation. The companies I consider for Hypo's port...
Argparse in 5 minutes | All You Need To Know |Run scripts on CLI | Python | Production
Переглядів 1 тис.2 роки тому
Likes: 13 👍: Dislikes: 1 👎: 92.857% : Updated on 01-21-2023 11:57:17 EST Interested in productionalizing your code for others to use? How about running your code in an environment without much "coding" intervention? Well, look no further since argparse is your answer! You can use this tool to aid others who are looking to use your code! Save them the headache of understanding your code. In this...
How to Create Artwork with a Computer | GANs | Google Colab GPU | Python | Walkthrough
Переглядів 1,1 тис.2 роки тому
Likes: 29 👍: Dislikes: 0 👎: 100.0% : Updated on 01-21-2023 11:57:17 EST Creating abstract artwork from scratch! Interested in using Machine Learning & Artificial Intelligence to creating never before seen masterpieces ? Well, look no further as I walkthrough on how YOU can create your very own masterful art pieces! 🔗 My Links 🔗 My Website: spencerpao.github.io/ ❗Links associated with Video:❗ My...
How To Build A Website | Github Pages | Jekyll | Template
Переглядів 122 тис.2 роки тому
Likes: 365 👍: Dislikes: 19 👎: 95.052% : Updated on 01-21-2023 11:57:17 EST Build your own personal website for FREE! I will be utilizing Github pages with Jekyll. Github pages ties everything together and Jekyll is a static generator framework where it automates the task of coding html pages ready for consumers. You do NOT need a coding background to make your very own website! 🔗 My Links 🔗 Git...
Deep Q Networks | Q Learning | Reinforcement Learning | Epsilon-Greedy Policy | Python | AI Gym
Переглядів 1 тис.2 роки тому
Likes: 21 👍: Dislikes: 0 👎: 100.0% : Updated on 01-21-2023 11:57:17 EST Curious what Q Learning is? Ever wonder how to apply Q learning with Deep Q Networks with an actual example? Well, look no further as I walkthrough step by step on how to apply DQN practices on the ever-popular dinosaur game! Check out how to setup a custom AI Gym: ua-cam.com/video/TY0fyHmCGps/v-deo.html Policy: Epsilon-Gre...
Like Dislike Count DONE | Cron Job in Production | AWS Lambda | AWS EventBridge | AWS EC2 | AWS SSM
Переглядів 3302 роки тому
Like Dislike Count DONE | Cron Job in Production | AWS Lambda | AWS EventBridge | AWS EC2 | AWS SSM
Road to Hypothetical Millionaire Status: The Beginning
Переглядів 6392 роки тому
Road to Hypothetical Millionaire Status: The Beginning
Reinforcement Learning | Customized AI Gym Setup
Переглядів 1,6 тис.2 роки тому
Reinforcement Learning | Customized AI Gym Setup
Completing the Dislike Counter for ALL my YouTube Videos!
Переглядів 2272 роки тому
Completing the Dislike Counter for ALL my UA-cam Videos!
Automating the Display of Dislikes BACK on my Channel
Переглядів 2352 роки тому
Automating the Display of Dislikes BACK on my Channel
Quant Strategy: Arbitrage Trading Algorithm (Cross-Exchange)
Переглядів 12 тис.2 роки тому
Quant Strategy: Arbitrage Trading Algorithm (Cross-Exchange)
What is a Quant? What do Quants do? Breaking down Roles in the Quant Industry!
Переглядів 44 тис.2 роки тому
What is a Quant? What do Quants do? Breaking down Roles in the Quant Industry!
Beating the Chrome Dinosaur Game with AI !!!
Переглядів 1,1 тис.2 роки тому
Beating the Chrome Dinosaur Game with AI !!!
Principal Component Regression in R
Переглядів 11 тис.2 роки тому
Principal Component Regression in R
Teaching AI to beat the Dinosaur Game | Python | Computer Vision | Canny Edge Detection
Переглядів 3452 роки тому
Teaching AI to beat the Dinosaur Game | Python | Computer Vision | Canny Edge Detection
AI vs Chrome Dinosaur Game | Computer Vision | FPS | Data Engineering | Screenshots | Live Coding
Переглядів 3113 роки тому
AI vs Chrome Dinosaur Game | Computer Vision | FPS | Data Engineering | Screenshots | Live Coding
Absolute Paths in Python | Absolute Imports | Modularization | Live Coding | Parametrization
Переглядів 4343 роки тому
Absolute Paths in Python | Absolute Imports | Modularization | Live Coding | Parametrization
Logging in Python | Production | Live Code Demonstration | Logging to Files | Levels | Formatting
Переглядів 1,7 тис.3 роки тому
Logging in Python | Production | Live Code Demonstration | Logging to Files | Levels | Formatting
Extracting Text from Images | Optical Character Recognition | OCR
Переглядів 3,2 тис.3 роки тому
Extracting Text from Images | Optical Character Recognition | OCR
EVERY Data Scientist NEEDS to know what a Machine Learning Lifecycle is!
Переглядів 1803 роки тому
EVERY Data Scientist NEEDS to know what a Machine Learning Lifecycle is!
Behavioral-Technical Data Science Interview | College Level Questions
Переглядів 1493 роки тому
Behavioral-Technical Data Science Interview | College Level Questions

КОМЕНТАРІ

  • @degreatmoney
    @degreatmoney 5 годин тому

    Pls what is the difference between a quant trader and a quant developer?

  • @Quant2THEM
    @Quant2THEM 3 дні тому

    Great!

  • @kaml005
    @kaml005 9 днів тому

    Thank you for the efforts !

  • @thaivan3427
    @thaivan3427 19 днів тому

    Where are you from

  • @SophieGu-d8o
    @SophieGu-d8o 21 день тому

    Thank you ,your channel is the true gem!

  • @MonroeIda-u3p
    @MonroeIda-u3p 22 дні тому

    Fadel Centers

  • @EudoxiaGerteisen
    @EudoxiaGerteisen 23 дні тому

    Thanks for the forecast! 📊 I wanted to ask something unrelated: 🤔 I only have these words 🤔. (behave today finger ski upon boy assault summer exhaust beauty stereo over). Can someone explain what this is? 😅

  • @chiningnick
    @chiningnick 25 днів тому

    KNN with k=1 is generally considered overfit.

  • @MackTio-g4k
    @MackTio-g4k 26 днів тому

    Maritza Trail

  • @gourabjain9319
    @gourabjain9319 Місяць тому

    Hey ,Can we perform the same Lasso Regression with binary dependent variable with same code?

  • @whathuh6965
    @whathuh6965 Місяць тому

    You got everything right up until your competition copying your strategy. They can't if it's proprietary and undisclosed as in Jim Simmon's quantitative algorithm.

  • @simyixiang3358
    @simyixiang3358 Місяць тому

    bcs when i run the code at 9:10 in the video ,the output error

  • @simyixiang3358
    @simyixiang3358 Місяць тому

    Notebook setting use T4-GPU ?

  • @l3o_pl4ys51
    @l3o_pl4ys51 Місяць тому

    couldn't figure out totally what he's used in this video. the only Things that I could get was that he separated the user and movies to their ratings, after this he wheighted all of them to put in a sort of a scale and then he made the predictions into clusters. Did I miss something?

  • @Vhizooo
    @Vhizooo Місяць тому

    Hi, I'm having trouble using the data set in the link. It downloads as a .arff file and I've tried using both foreign and Weka packages to import the data with no success

    • @Vhizooo
      @Vhizooo Місяць тому

      Fixed this. Have to manually change the data types in the .arff file to Numeric from integer

  • @thechoosen4240
    @thechoosen4240 Місяць тому

    Good job ❤, JESUS IS COMING BACK VERY SOON; WATCH AND PREPARE❤

  • @asd3wre
    @asd3wre 2 місяці тому

    Thank you for doing the video! It’s really helpful.

  • @protopan7722
    @protopan7722 2 місяці тому

    Hey there I want to be a quant developer one day, should I go to uni at UC Berkeley or University of Texas at Austin. considering that most businesses are moving away from Cali to Texas

  • @alexhort__
    @alexhort__ 2 місяці тому

    How would you do it from a real-time database, with real users?

  • @nikhilsastry6631
    @nikhilsastry6631 2 місяці тому

    Deepest Learning

  • @alyssafuentes8500
    @alyssafuentes8500 2 місяці тому

    imputation

  • @MULLAIVENDANK
    @MULLAIVENDANK 2 місяці тому

    what is config.yml . where to get that file

  • @ammarazamir505
    @ammarazamir505 2 місяці тому

    hi thanks for such an informative video , what about the scenerio if we extract numeric features from our datasets like sentiments etc then how can we input them for transformer specially T5, Albert without doing masking

  • @pobchubbington6759
    @pobchubbington6759 3 місяці тому

    Quant models stop working because competition replicates it. They replicate it in a certain market. Why not just move to another market in another country where that strategy is not prominent?

  • @robbillington1603
    @robbillington1603 3 місяці тому

    Jaba ah voice! Great video

  • @sb-bg2my
    @sb-bg2my 3 місяці тому

    +SpencerPaoHere It said I couldn't use the GPU runtime anymore due to Colab usage limits.

  • @alhasanmohammedbinquraish960
    @alhasanmohammedbinquraish960 3 місяці тому

    Qunat trading use c++ ❤

  • @xmonikerhotmailcom
    @xmonikerhotmailcom 3 місяці тому

    Audio out of sync with video.

  • @vinayvajrala4366
    @vinayvajrala4366 3 місяці тому

    A big like for that voice

  • @arc8218
    @arc8218 3 місяці тому

    bro sound like ceo

  • @MrTuck12345
    @MrTuck12345 3 місяці тому

    Great video! What if the predictors in each model are different but obviously the outcome is the same?

  • @debadritatalapatra5888
    @debadritatalapatra5888 3 місяці тому

    Thanks for the awesome tutorial! Can I connect a back-end code to any of the front-end pages of al-folio? As in, run a code in the back-end and show a simple pictorial demonstration in the front-end?

    • @propoop6991
      @propoop6991 2 місяці тому

      idk exactly what you want but i would use something like NextJS for more complicated stuff like that

  • @FaizanKhan-gg4kx
    @FaizanKhan-gg4kx 3 місяці тому

    Sir can you help me with adftest for pair trading

  • @ryderthewatermelon611
    @ryderthewatermelon611 3 місяці тому

    If i was to adapt this methodology to recommend songs based on user song selection, and used a dataset with parameters of a songs, how would i do that?

  • @siavashbahramian
    @siavashbahramian 3 місяці тому

    Great video!

  • @srinivasanbalan5903
    @srinivasanbalan5903 3 місяці тому

    Good tutorial. Thanks for sharing. I have a question on the feature importance. How can we get Feature importance from XGBoost? Can you add that xgb.importance object for our reference?

  • @chrispachas8486
    @chrispachas8486 4 місяці тому

    So thorough!!! Subscribed

  • @aarondelarosa3146
    @aarondelarosa3146 4 місяці тому

    It doesn't work. It needs an upgrade too.

  • @aarondelarosa3146
    @aarondelarosa3146 4 місяці тому

    It doesn't work. Your code needs an upgrade.

  • @felipemiraflores2984
    @felipemiraflores2984 4 місяці тому

    Amazing Video!!!

  • @陈宇博-x2i
    @陈宇博-x2i 4 місяці тому

    👍👍👍Thank you so much!

  • @aarondelarosa3146
    @aarondelarosa3146 4 місяці тому

    Hey Spencer, I can't get industry multiples using: from finance_scrapers import get_industry_multiples

  • @MulyadiPermadi-h7l
    @MulyadiPermadi-h7l 4 місяці тому

    Dude is not only learn deep learning but deep voice. damn

  • @JaisonSimon-h7p
    @JaisonSimon-h7p 4 місяці тому

    helo brother,can i use any movie dataset from kaggle?

  • @arcevinedo9720
    @arcevinedo9720 4 місяці тому

    Ni jao

  • @Miq.Lifestyle
    @Miq.Lifestyle 4 місяці тому

    This is a false model theory. It is not real. It is not proven.

  • @deadbeef-ei3ic
    @deadbeef-ei3ic 4 місяці тому

    Running into an issue. I follow your process and get to the point where you 'bundle install' and 'bundle exec jekyll serve'. All goes good but the locally hosted website isnt updated with my changes? I change my name, commited and pushed (verified it on my github) and its still the default confg.xml or splash page. Awesome video btw!

  • @sudeyaren4221
    @sudeyaren4221 4 місяці тому

    I would like to say, you are doing a good job. You explain the topics with the detail, show the codes and more in a short time. Thank you!

  • @bigdaddy9089
    @bigdaddy9089 4 місяці тому

    Thanks for the motivation again

  • @nataliaesquenazi7280
    @nataliaesquenazi7280 5 місяців тому

    After factor analysis, how we can create an index or indicator?