How To Set Up Automated Trading
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UPDATED PPT - https://www.slideshare.net/QuantInsti/how-to-set-up-automated-trading-251497216 --------------------------------------------------------------------------------- Complete recording: https://blog.quantinsti.com/how-to-set-up-automated-trading-17-march-2022/ --------------------------------------------------------------------------------- Automation is everywhere! We live in a world where you can obtain certain products which are manufactured without human supervision. Automation is transforming entire industries, and will the trading world be left behind? Join us in this interesting session where we discuss the trading process and how we can automate certain tasks to maximise our efficiency. We will also provide a glimpse on how you could automate your trading strategy as well. --------------------------------------------------------------------------------- The session outline is as follows: - What is automation? - Need for automation - The process of Trading - Automation in various aspects of trading process - Creating a simple rule-based strategy - Automating a simple trading strategy - Q&A --------------------------------------------------------------------------------- About Presenter - Rekhit Pachanekar first completed his engineering in Computers and went on to complete his PGDM from IIM Indore. He researches equities and fixed-income securities as a part of the content team at Quantra. Away from work, he likes to read up on the outliers in the market and follows Tesla Inc. with keen interest. --------------------------------------------------------------------------------- This event was conducted on: Thursday, March 17, 2022 8:30 AM ET | 7:00 PM IST | 9:30 PM SGT --------------------------------------------------------------------------------- Link to our Blog: https://blog.quantinsti.com/ Like us on Facebook @ https://www.facebook.com/quantinsti/ Follow us on Twitter @ https://twitter.com/QuantInsti Follow us on LinkedIn @ https://www.linkedin.com/school/quantinsti/ Follow us on Instagram @ https://www.instagram.com/quantinstian/ E-mail us @ sales@quantinsti.com ---------------------------------------------------------------------------------
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-----------------------------------------------
About the Session
Are you trading as an individual/retail trader or as an institution? Regardless, trading is like any other business, you need to be better at something to stay ahead of your competition.
Similarly, your competition may also have certain competitive edges over you. It is important to understand these competitive edges and prepare yourself to successfully compete with others.
- What are the edges and why does your trading setup need them?
- Different types of strategies & trading setups.
- How to identify & build competitive edges in the world of investments and trading?
- Applicability in the individual/retail domain versus institutional domain.
-----------------------------------------------
About the Speaker
Nitesh Khandelwal
(Co-Founder & CEO at QuantInsti, and Co-Founder & Partner at iRage)
Nitesh started his career in the Banking sector on the treasury side. After a brief stint in a proprietary trading firm as a lead, he co-founded iRage in 2009. In his capacity as the business lead of iRage, iRage went on to become one of the leading players in the Algorithmic Trading space in India.
In 2016, he moved his focus to QuantInsti, an institute that he co-founded in 2010 as part of iRage, as its CEO. Under his leadership, QuantInsti has expanded to 100+ team & faculty members, to help its audience from 190+ countries grow in this domain through its unique learning & financial application-based ecosystem for individuals, as well as for businesses & institutions through its SaaS platform offerings.
Nitesh holds an Electrical Engineering degree from IIT Kanpur with a postgraduate degree in Management from IIM Lucknow.
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𝗨𝘀𝗲𝗳𝘂𝗹 𝗿𝗲𝘀𝗼𝘂𝗿𝗰𝗲𝘀
💡 Free Resources to Learn Algorithmic Trading: https://blog.quantinsti.com/free-resources-list-compilation-learn-algorithmic-trading/
📄 Blogs and Tutorials: https://blog.quantinsti.com/
🎞️ Complete webinar recordings: https://blog.quantinsti.com/tag/webinars/
👨🎓 Algo Trading Success Stories: https://blog.quantinsti.com/tag/success-stories
🎙️ Podcasts: https://blog.quantinsti.com/tag/podcasts/
📑 Algo Trading Projects: https://blog.quantinsti.com/tag/epat-trading-projects/
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Link to our Blog: https://blog.quantinsti.com/
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-----------------------------------------
#algorithmictrading #automatedtrading #quantinstiwebinar
Volatility Trading: Trading The Fear Index VIX
Complete webinar recording: https://blog.quantinsti.com/volatility-trading-vix-10-may-2022/
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About the Session
The markets are highly volatile! The fear index is creeping up and traders are alarmed!
You must have seen statements like this before. But what exactly is the fear index? Can you quantify fear?
The fear index is the name given to the VIX. And it gives us a glimpse of the expected market volatility. Yes, just like we try to gauge the volatility of an asset, the VIX helps us understand the volatility of the market.
But like an index, the VIX cannot be traded. So there are different products based on VIX which can help you to make a trade based on your expectation of the market volatility.
And the VIX is not just for equities, there are corresponding VIX for different asset classes as well. And geographies.
The session outline is as follows:
- Brief on volatility
- Why is VIX called the fear index
- Different types of VIX
- VIX based derivatives
- A simple strategy to trade VIX
- Q&A
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Complete webinar recording: https://blog.quantinsti.com/volatility-trading-vix-10-may-2022/
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About the Speaker
Rekhit Pachanekar first completed his engineering in Computers and went on to complete his PGDM from IIM Indore. He researches equities and fixed-income securities as a part of the content team at Quantra. Away from work, he likes to read up on the outliers in the market and follows Tesla Inc. with keen interest.
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This event was conducted on:
Tuesday, May 10, 2022, 9:30 AM ET | 7:00 PM IST | 9:30 PM SGT
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Link to our Blog: https://blog.quantinsti.com/
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Big Data And The Future Of Retail Investing
Complete webinar recording: https://blog.quantinsti.com/big-data-future-trading-26-april-2022/
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About the Session
Financial markets generate enormous amounts of data each day. In this webinar, the speaker will discuss the importance of working with it in the context of investing and trading. He will also set forth on how we can harness it to suit different investment styles. In the process, he will cover how you can cultivate the knowledge and skills needed to thrive and prosper in this field.
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Speaker
Vivek teaches participants data analysis, building quant strategies and time series analysis using Python. He has over 15 years of experience across India, Singapore and Canada in industry, academia and research.
He is the co-author of the books, “Python Basics: With illustrations from the financial markets (2019)” and “A rough-and-ready guide to algorithmic trading (2020)”
He has a Bachelor's in Electronics & Telecom Engineering from VESIT (Mumbai University), and an MBA from NTU Singapore.
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This event was conducted on:
Tuesday, April 26, 2022
9:30 AM ET | 7:00 PM IST | 9:30 PM SGT
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Link to our Blog: https://blog.quantinsti.com/
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Backtest of Short Straddles on SPX Index
Complete webinar recording: https://blog.quantinsti.com/algo-trading-epat-projects-12-april-2022/
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About the Presentation:
There are numerous studies that talk about mechanically selling option straddles and/or strangles on stock indices like the SPX, NIFTY, BANKNIFTY etc. It’s deemed to be profitable in the long run due to a persistent market risk premium called ‘variance risk premium’.
This exists because of an overpricing of implied volatility above the actual realized volatility of the index. Market participants overpay for options due to fear/uncertainty hence index options are usually overpriced. During normal market regimes, options with a longer expiry are priced at higher vols than near term expiries.
This is a simple strategy of mechanically selling 45-60 day straddles every week on the SPY ETF and delta hedging once a day. For the avoidance of doubt, a straddle is an option position where one sells the At The Money Call and Put option together for a net credit into the account.
It works when the underlying exhibits lower volatility than initially priced by the options sold. In simpler terms, it works when the underlying doesn’t move around too far and too much from the chosen ATM strike at the initiation.
The profit is roughly the difference between Implied Volatility at initiation and Realized Volatility at cessation, multiplied by the straddle’s vega exposure.
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Speaker:
Siddharth Bhatia (Executive Director, Third Group FZ LLC, UAE)
Siddharth has been working since 2006 initially in Mumbai and currently in Dubai, with specific trading experience since 2011. Starting off as a trader for a local UAE prop firm active in US and EU bond futures, he has experience in scalping and spread trading futures.
He then moved on to trading at a prestigious family office and managed a volatility trading book active in options on global indices and futures. He then worked for a wealth management firm and oversaw pricing and trading structured products and various protected/ tail risk strategies for the firm’s clients. Here he also looked after portfolio management of a complex book containing structured products and funds.
Starting off on his own in 2018, he founded a proprietary trading and investment research firm called Third Group.
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This event was conducted on:
Tuesday, April 12, 2022
9:30 AM ET | 7:00 PM IST | 9:30 PM SGT
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Link to our Blog: https://blog.quantinsti.com/
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Pairs Trading In the Brazilian Stock Market
Complete webinar recording: https://blog.quantinsti.com/algo-trading-epat-projects-12-april-2022/
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About the Presentation:
This project models a Statistical Arbitrage pair trading strategy to Brazil’s B3 (former Bovespa) stock market exchange. We run our strategy on two distinct time intervals.
From 1-Jan-2009 to 31-Dec-2014 and from 1-Jan-2018 to 30-Apr-2021. As we only had current sector distribution available, the results for the former period clearly suffered from survivorship bias.
Stock sector classification was downloaded directly from Brazil’s B3 stock market exchange. From all sectors, we considered only the ones with five or more stocks, namely: oil, metal, steel, paper, transp_material, machines, rail_roads, highways, storage, services, agriculture, meat, food, construction, fabric, clothes_shoes, education, car_rental, retail, hospitals, drugstores, it, telecom, electricity, water, banking, financial_services, insurance and real_estate.
Results were very encouraging, though did not consider transaction fees or slippage costs. All calculations were done based on daily close prices.
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Speaker:
Dr. Luiz Guedes (Head of Quantitative Analysis at Occam Brasil)
Dr Luiz Guedes has over 30 years of experience in his career in software development, specifically in the payment card industry. In addition, he is a faculty member at the Instituto Militar de Engenharia – IME, where he teaches Compilers and Programming Languages.
As a software developer and innovator, Dr Guedes has extensively used the Innovative Problem Solving approach to write software for constrained systems and secure electronic transactions, particularly on the development of programming and execution environments, cryptographic algorithms and security communication protocols.
In July 2021, one month after concluding QuantInsti's EPAT programme, he started a new position as Head of Quantitative Analysis at Occam Brasil, where he has just been invited to become a Partner.
Dr Guedes holds a doctor’s degree in computer science from the Pontifícia Universidade Católica do Rio de Janeiro – PUC/RIO, a master’s degree in computer systems and a computer engineer degree, both from IME. Additionally, he acquired an MBA in business from the Fundação Getúlio Vargas – FGV.
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This event was conducted on:
Tuesday, April 12, 2022
9:30 AM ET | 7:00 PM IST | 9:30 PM SGT
------------------------------------------------
Link to our Blog: https://blog.quantinsti.com/
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E-mail us @ sales@quantinsti.com
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How To Set Up Automated Trading
Complete recording: https://blog.quantinsti.com/how-to-set-up-automated-trading-17-march-2022/
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Automation is everywhere! We live in a world where you can obtain certain products which are manufactured without human supervision. Automation is transforming entire industries, and will the trading world be left behind?
Join us in this interesting session where we discuss the trading process and how we can automate certain tasks to maximise our efficiency. We will also provide a glimpse on how you could automate your trading strategy as well.
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The session outline is as follows:
- What is automation?
- Need for automation
- The process of Trading
- Automation in various aspects of trading process
- Creating a simple rule-based strategy
- Automating a simple trading strategy
- Q&A
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About Presenter -
Rekhit Pachanekar first completed his engineering in Computers and went on to complete his PGDM from IIM Indore. He researches equities and fixed-income securities as a part of the content team at Quantra. Away from work, he likes to read up on the outliers in the market and follows Tesla Inc. with keen interest.
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This event was conducted on:
Thursday, March 17, 2022 8:30 AM ET | 7:00 PM IST | 9:30 PM SGT
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Link to our Blog: https://blog.quantinsti.com/
Like us on Facebook @ https://www.facebook.com/quantinsti/
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E-mail us @ sales@quantinsti.com
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Quantitative Data Analysis of Cryptocurrencies
The code and the complete webinar recording of the webinar can be found here: https://blog.quantinsti.com/quantitative-data-analysis-cryptocurrencies-24-february-2022/
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About the Session:
There has been a lot of buzz about crypto these days. If the chatter has got you curious, keep reading.
In this webinar, the speaker will,
- Explore what cryptocurrencies are,
- Touch upon the top cryptocurrencies these days,
- How and where to fetch the data for cryptocurrencies, and
- Where you can trade cryptocurrencies
- She will also analyze historical crypto data and look at different types of crypto trading strategies.
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About the Presenter:
Udisha works as a Quant Researcher at QuantInsti. Prior to this, she has worked as a software developer with leading tech companies. She is passionate about coding and the financial markets. Her professional areas of interest are to use machine learning techniques in backtesting and live trading.
She has written articles on Blockchain, Bitcoin, Ethereum and Ripple. As you can probably tell, she can’t get enough of them cryptocurrencies!
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Link to our Blog: https://blog.quantinsti.com/
Like us on Facebook @ https://www.facebook.com/quantinsti/
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E-mail us @ sales@quantinsti.com
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Introduction to Quantitative Trading - Investment Management Club of Yale Uni...
The link to the complete webinar recording is on the last slide of the slide deck.
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About the Session
This is a 60-min session that introduces you to the world of quantitative trading. It covers the components of quantitative trading and explains the process of creating quantitative trading algorithms with code examples in a step-wise manner. In addition to this, the session also covers the evaluation of the quantitative trading algorithms and deploying them live using Blueshift.
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Session Outline
- What is quantitative trading?
- How to create a quantitative trading strategy?
- The complete process of the quantitative trading system
- Examples of quantitative trading strategies with code
- Backtesting and deployment of quantitative strategies using Blueshift
- Interactive Q&A
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Pre-Requisite And Learning Material Links
- Finish a free self-learning course: Python for Trading - Basic (https://quantra.quantinsti.com/course/python-trading-basic)
- Signup on Blueshift by QuantInsti (https://blueshift.quantinsti.com/)
- Suggested read: Algorithmic trading - A rough and ready guide (https://www.quantinsti.com/algo-trading-ebook)
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Speaker
Varun Kumar Pothula (Quantitative Analyst at QuantInsti)
Varun holds a Masters degree in Financial Engineering. He has experience working as a trader, a global macro analyst, and also an algo trading strategist. Currently, working in the Content & Research Team at QuantInsti as a Quantitative Analyst, his contributions help in creating offerings for learners in the domain of algorithmic & quantitative trading.
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Link to our Blog: https://blog.quantinsti.com/
Like us on Facebook @ https://www.facebook.com/quantinsti/
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E-mail us @ sales@quantinsti.com
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How to automate an options day trading strategy
Complete code and webinar recording - https://blog.quantinsti.com/algo-trading-epat-projects-8-february-2022/
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The aim of the project is to automate a strategy as simple as an Intraday straddle/strangle which requires complex backtesting and quantitative analysis to ascertain statistical significance and quantitative edge in trading. Index options are back-tested for straddles and strangles with varying strike differences and stop losses using Python and Excel.
The Strategy involves shorting a Straddle or Strangle at a fixed time in the morning, placing a stop loss for both legs and squaring off all or remaining positions at a fixed time before market close.
No positions will be carried over as it is an Intraday strategy that helps in avoiding any big gaps in overnight positions. This strategy can be classified as both Non-Directional and Trend Following as it performs well in either case and it struggles only when the index is extremely choppy and moves in a zig-zag way hitting both stop losses.
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About the Presenter:
Ujjwal Agrawal (A Quantitative Trader and A Business Owner from India)
Ujjwal Agrawal is a CFA (Chartered Financial Analyst) Level 3 candidate and has a bachelor’s degree in Mechanical Engineering from Pune University. He is a business owner in the Agri Processing Industry in Odisha and has been trading in the Indian Markets for the past 4 years. Managing a business and trading full time becomes difficult at times and this led him towards automating his trading setups.
Completing the EPAT course and with the help of unconditional support from the QuantInsti team, Ujjwal has now completely automated his trading setups and devotes his full time towards his businesses.
His project “Intraday Straddles” was the first setup to be fully automated among many and now he researches and combines uncorrelated setups to generate decent returns with minimum drawdowns.
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Link to our Blog: https://blog.quantinsti.com/
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E-mail us @ sales@quantinsti.com
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Predict daily stock prices with random forest classifier, technical indicator...
Complete code and webinar recording - https://blog.quantinsti.com/algo-trading-epat-projects-8-february-2022/
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An interactive program to train a Random Forest Classifier to predict Tesla daily prices using technical indicators and sentiment scores of Twitter posts, backtesting the trading strategy and producing performance metrics.
The project leverages techniques, paradigms and data structures such as:
- Functional and Object-Oriented Programming
- Machine Learning
- Sentiment Analysis
- Concurrency and Parallel Processing
- Direct Acyclic Graph (D.A.G.)
- Data Pipeline
- Idempotence
The intention behind this project was to implement the end-to-end workflow of the backtesting of an Algorithmic Trading strategy in a program with a sleek interface, and with a level of automation such that the user is able to tailor the details of the strategy and the output of the program by entering a minimal amount of data, partly even in an interactive way.
This should make the program reusable, meaning that it's easy to carry out the backtesting of the trading strategy on a different asset. Furthermore, the modularity of the software design should facilitate changes to adapt the program to different requirements (i.e. different data or ML models).
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About the Presenter:
Renato Votto (A Data analyst from the United Kingdom)
Renato genuinely enjoys and thrives on developing software for automation, finding algorithmic solutions for complex problems and optimising programs. He possesses a quantitative edge and is proficient in Algorithmic Trading, Quant Development, Machine Learning, Data Engineering, Python, C++, and SQL.
Renato has a background in Energy Engineering and is an alumnus of the Executive Programme in Algorithmic Trading (EPAT). Before enrolling in EPAT, he had also completed Machine Learning and Data Engineering studies.
Currently working as an analyst at the Office For Gas and Electricity Markets (OFGEM), he is mainly involved in the development of software and tools for quantitative analysis and systematic identification of market manipulation.
He is a Cryptocurrencies enthusiast, an avid rock and roll listener, loves to code, a mediocre guitar strummer, and when he is outdoors you might find him taking weird photographs.
-----------------------------------------
Link to our Blog: https://blog.quantinsti.com/
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E-mail us @ sales@quantinsti.com
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How Pandemics Impact the Financial Markets - A Quantitative Analysis
The COVID-19 pandemic has affected stock markets globally. In this webinar, we will take cues from the pandemics in the past and quantitatively analyze the impact on financial markets. You will also learn to visualize and analyze the data in Python.
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What will it cover?
- Walkthrough past pandemics and series of events
- Quantitatively analyzing the impact on financial markets during past pandemics
- Hands-on Python code to plot the index, sector and stock performances
- Sectors returns that are most and least impacted during pandemics
- Comparison with COVID-19 pandemics sector performance
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What will you learn?
- Analyze and compare the stock market performance in past pandemics
- Data visualization in Python
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Who should attend?
- Researchers
- Students
- Programmers
- Traders
- Analysts
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About the speaker:
Ishan Shah (AVP, Content & Research at QuantInsti)
Ishan Shah leads the content & research team at Quantra by QuantInsti, as it's Asst. Vice President. Prior to that, he worked with Barclays in the Global Markets team & with Bank of America Merrill Lynch. He has a rich experience in financial markets spanning across various asset classes in different roles.
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Most useful links:
Join EPAT – Executive Programme in Algorithmic Trading: https://goo.gl/3Oyf2B
Visit us at: https://www.quantinsti.com/
-----------------------------------------
Like and Follow us on:
Facebook: https://www.facebook.com/quantinsti/
Twitter: https://twitter.com/QuantInsti
LinkedIn: https://www.linkedin.com/company/quantinsti
Instagram: https://www.instagram.com/quantinstian/
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Masterclass: Natural Language Processing in Trading with Terry Benzschawel & ...
Terry Benzschawel (Founder and Principal at Benzschawel Scientific, LLC) and Ishan Shah (AVP, Content & Research at QuantInsti) helm this Masterclass about Natural Language Processing in Trading.
In this session, Terry and Ishan discuss:
- How is Natural Language Processing applied in financial markets?
- Calculating Daily Sentiment Score on Quantra learning portal
- Compare different word embedding methods with their pros and cons
- How does Quantra learning portal provide a unique learning experience?
Summary:
This introductory webinar describes the use of Natural Language Processing (NLP) techniques in the context of building trading strategies for 1-day horizons for the corporate bond market and equities markets using news headlines.
We described various methods for converting text into digital representations and for extracting sentiment scores from those embeddings.
Looking ahead to the course, we find that approaches using the latest advances in NLP are better suited to predict future returns in credit indices, by using news headlines directly as inputs, instead of news headline sentiments
About us:
Quantra is an online education portal that specializes in Algorithmic and Quantitative trading. Quantra offers various bite-sized, self-paced and interactive courses that are perfect for busy professionals, seeking implementable knowledge in this domain.
Useful links and some bonus content:
[Blog] Step By Step Guide - http://bit.ly/StepByStepGuideNLP
[Course] Natural Language Processing in Trading - http://bit.ly/QuantraNLPT
[Courses] All Quantra courses - http://bit.ly/AllQuantraCourses
Find more info on - https://quantra.quantinsti.com/
Like us on Facebook: https://www.facebook.com/goquantra/
Follow us on Twitter: https://twitter.com/GoQuantra
Webinar on Algorithmic Trading - Why make the move? with Vivek Krishnamoorthy...
For the Webinar video, you can also visit: https://blog.quantinsti.com/why-algo-trading-webinar-12-december-2019/
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Session Outline:
If you are a trader or investor in the financial markets, you're probably aware that the investing landscape has undergone a sea change in the last 10-15 years.
At the heart of it, is the use of quantitative techniques in making buying and selling decisions in the markets. Often, we hear from our community that they want to learn more about these new-age tools and harness them to improve returns on their investments.
- Current trading and investing landscape: How things have shaped up for traders in the last two decades
- Issues faced by manual/discretionary traders
- Limitations in the traditional analysis methods (Technical Analysis and Fundamental Analysis)
- Add a quantitative analysis dimension to your existing trading style
- Q and A
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Who Should Attend?
- Discretionary/manual traders (ex. professional traders, part-time traders) who are looking to upskill and get better returns
- Technology professionals, who want to leverage their technical skills to invest wisely in the financial markets
- Students and other enthusiasts who wish to make a career in quantitative finance
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For the Webinar video, you can also visit: https://blog.quantinsti.com/why-algo-trading-webinar-12-december-2019/
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Learn more about our EPAT® course here: https://www.quantinsti.com/epat/
OR Visit us at: https://www.quantinsti.com/
-----------------------------------------
Like and Follow us on:
Facebook: https://www.facebook.com/quantinsti/
LinkedIn: https://www.linkedin.com/company/quantinsti
Twitter: https://twitter.com/QuantInsti
Instagram: https://www.instagram.com/quantinstian/
YouTube: https://www.youtube.com/user/quantinsti
-----------------------------------------
Connect with us:
Email: contact@quantinsti.com
Phone: +91-22-61691400
Toll Free: 1800-266-5401
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Backtesting And Live Trading With Interactive Brokers Using Python With Dr. H...
For the Webinar video, you can also visit: https://blog.quantinsti.com/ibridgepy-webinar-14-november-2019/
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Session Outline:
- IBridgePy installation
- A simple algorithmic trading strategy, daily close reverse
- Go through the code and basic functions used in this strategy
- Backtest strategy using historical data from IB in IBridgePy
- Backtest strategy using historical data from local csv file
- How to live trade a strategy
- Place orders to multiple accounts
- Analyze trading results from a strategy
Speaker Profile:
Dr. Hui Liu - Faculty, Executive Programme in Algorithmic Trading by QuantInsti
He is the author of IBridgePy (open-sourced software to trade with Interactive Brokers) and founder of Running River Investment LLC. His major trading interests are US equities and Forex market. Running River Investment LLC is a private hedge fund specialized in the development of automated trading strategies using Python.
He obtained his bachelor degree and master degree in materials science and engineering from Tsinghua University, China and Ph.D from University of Virginia, U.S.A. His MBA was from Indiana University, U.S.A and his study interest at Indiana was quantitative analysis.
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For the Webinar video, you can also visit: https://blog.quantinsti.com/ibridgepy-webinar-14-november-2019/
-----------------------------------------
Learn more about our EPAT® course here: https://www.quantinsti.com/epat/
OR Visit us at: https://www.quantinsti.com/
Like and Follow us on:
Facebook: https://www.facebook.com/quantinsti/
LinkedIn: https://www.linkedin.com/company/quantinsti
Twitter: https://twitter.com/QuantInsti
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Introduction to Quantitative Trading - Investment Management Club of Yale Uni...
Introduction to Quantitative Trading - Investment Management Club of Yale Uni...
Predict daily stock prices with random forest classifier, technical indicator...
Predict daily stock prices with random forest classifier, technical indicator...
How Pandemics Impact the Financial Markets - A Quantitative Analysis
How Pandemics Impact the Financial Markets - A Quantitative Analysis
Masterclass: Natural Language Processing in Trading with Terry Benzschawel & ...
Masterclass: Natural Language Processing in Trading with Terry Benzschawel & ...
Webinar on Algorithmic Trading - Why make the move? with Vivek Krishnamoorthy...
Webinar on Algorithmic Trading - Why make the move? with Vivek Krishnamoorthy...
Backtesting And Live Trading With Interactive Brokers Using Python With Dr. H...
Backtesting And Live Trading With Interactive Brokers Using Python With Dr. H...
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when will pi network coin be available on crypto exchange.
There is no set date for when Pi coins will enter the market.
However, the developers are working hard to get them released as soon as possible.
Once they are available, users will be able to exchange other cryptocurrencies for Pi coins on designated exchanges.
But for now the only way to sell your pi coins is through verified pi vendor.
Here is the telegram contact of my personal pi vendor
@Pi_vendor_247
Which Crypto to Buy Today for Short-Term in May-June 2024.pdf
The world of bitcoin is constantly changing, with new opportunities and hazards surfacing practically daily.
What website can I sell pi coins securely.
Currently there are no website or exchange that allow buying or selling of pi coins..
But you can still easily sell pi coins, by reselling it to exchanges/crypto whales interested in holding thousands of pi coins before the mainnet launch.
Who is a pi merchant?
A pi merchant is someone who buys pi coins from miners and resell to these crypto whales and holders of pi..
This is because pi network is not doing any pre-sale. The only way exchanges can get pi is by buying from miners and pi merchants stands in between the miners and the exchanges.
How can I sell my pi coins?
Selling pi coins is really easy, but first you need to migrate to mainnet wallet before you can do that. I will leave the telegram contact of my personal pi merchant to trade with.
Tele-gram.
@Pi_vendor_247
The WhatsPump Pseudonym Problem and the Hilarious Downfall of Artificial Enga...
The WhatsPump Pseudonym Problem and the Hilarious Downfall of Artificial Engagement
how to swap pi coins to foreign currency withdrawable.
As of my last update, Pi is still in the testing phase and is not tradable on any exchanges.
However, Pi Network has announced plans to launch its Testnet and Mainnet in the future, which may include listing Pi on exchanges.
The current method for selling pi coins involves exchanging them with a pi vendor who purchases pi coins for investment reasons.
If you want to sell your pi coins, reach out to a pi vendor and sell them to anyone looking to sell pi coins from any country around the globe.
Below is the contact information for my personal pi vendor.
Telegram: @Pi_vendor_247
USDA Loans in California: A Comprehensive Overview.pptx
USDA Loans in California: A Comprehensive Overview
If you're dreaming of owning a home in California's rural or suburban areas, a USDA loan might be the perfect solution. The U.S. Department of Agriculture (USDA) offers these loans to help low-to-moderate-income individuals and families achieve homeownership.
Key Features of USDA Loans:
Zero Down Payment: USDA loans require no down payment, making homeownership more accessible.
Competitive Interest Rates: These loans often come with lower interest rates compared to conventional loans.
Flexible Credit Requirements: USDA loans have more lenient credit score requirements, helping those with less-than-perfect credit.
Guaranteed Loan Program: The USDA guarantees a portion of the loan, reducing risk for lenders and expanding borrowing options.
Eligibility Criteria:
Location: The property must be located in a USDA-designated rural or suburban area. Many areas in California qualify.
Income Limits: Applicants must meet income guidelines, which vary by region and household size.
Primary Residence: The home must be used as the borrower's primary residence.
Application Process:
Find a USDA-Approved Lender: Not all lenders offer USDA loans, so it's essential to choose one approved by the USDA.
Pre-Qualification: Determine your eligibility and the amount you can borrow.
Property Search: Look for properties in eligible rural or suburban areas.
Loan Application: Submit your application, including financial and personal information.
Processing and Approval: The lender and USDA will review your application. If approved, you can proceed to closing.
USDA loans are an excellent option for those looking to buy a home in California's rural and suburban areas. With no down payment and flexible requirements, these loans make homeownership more attainable for many families. Explore your eligibility today and take the first step toward owning your dream home.
一比一原版BCU毕业证伯明翰城市大学毕业证成绩单如何办理
BCU毕业证原版定制【微信：176555708】【伯明翰城市大学毕业证成绩单-学位证】【微信：176555708】（留信学历认证永久存档查询）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
◆◆◆◆◆ — — — — — — — — 【留学教育】留学归国服务中心 — — — — — -◆◆◆◆◆
【主营项目】
一.毕业证【微信：176555708】成绩单、使馆认证、教育部认证、雅思托福成绩单、学生卡等！
二.真实使馆公证(即留学回国人员证明,不成功不收费)
三.真实教育部学历学位认证（教育部存档！教育部留服网站永久可查）
四.办理各国各大学文凭(一对一专业服务,可全程监控跟踪进度)
如果您处于以下几种情况：
◇在校期间，因各种原因未能顺利毕业……拿不到官方毕业证【微信：176555708】
◇面对父母的压力，希望尽快拿到；
◇不清楚认证流程以及材料该如何准备；
◇回国时间很长，忘记办理；
◇回国马上就要找工作，办给用人单位看；
◇企事业单位必须要求办理的
◇需要报考公务员、购买免税车、落转户口
◇申请留学生创业基金
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分→ 【关于价格问题（保证一手价格）
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
选择实体注册公司办理，更放心，更安全！我们的承诺：可来公司面谈，可签订合同，会陪同客户一起到教育部认证窗口递交认证材料，客户在教育部官方认证查询网站查询到认证通过结果后付款，不成功不收费！
学历顾问：微信：176555708
What price will pi network be listed on exchanges
The rate at which pi will be listed is practically unknown. But due to speculations surrounding it the predicted rate is tends to be from 30$ — 50$.
So if you are interested in selling your pi network coins at a high rate tho. Or you can't wait till the mainnet launch in 2026. You can easily trade your pi coins with a merchant.
A merchant is someone who buys pi coins from miners and resell them to Investors looking forward to hold massive quantities till mainnet launch.
I will leave the telegram contact of my personal pi vendor to trade with.
@Pi_vendor_247
how to sell pi coins on Binance exchange
Currently pi network is not tradable on binance or any other exchange because we are still in the enclosed mainnet.
Right now the only way to sell pi coins is by trading with a verified merchant.
What is a pi merchant?
A pi merchant is someone verified by pi network team and allowed to barter pi coins for goods and services.
Since pi network is not doing any pre-sale The only way exchanges like binance/huobi or crypto whales can get pi is by buying from miners. And a merchant stands in between the exchanges and the miners.
I will leave the telegram contact of my personal pi merchant. I and my friends has traded more than 6000pi coins successfully
Tele-gram
@Pi_vendor_247
Financial Assets: Debit vs Equity Securities.pptx
financial assets represent claim for future benefit or cash. Financial assets are formed by establishing contracts between participants. These financial assets are used for collection of huge amounts of money for business purposes.
Two major Types: Debt Securities and Equity Securities.
Debt Securities are Also known as fixed-income securities or instruments. The type of assets is formed by establishing contracts between investor and issuer of the asset.
• The first type of Debit securities is BONDS. Bonds are issued by corporations and government (both local and national government).
• The second important type of Debit security is NOTES. Apart from similarities associated with notes and bonds, notes have shorter term maturity.
• The 3rd important type of Debit security is TRESURY BILLS. These securities have short-term ranging from three months, six months, and one year. Issuer of such securities are governments.
• Above discussed debit securities are mostly issued by governments and corporations. CERTIFICATE OF DEPOSITS CDs are issued by Banks and Financial Institutions. Risk factor associated with CDs gets reduced when issued by reputable institutions or Banks.
Following are the risk attached with debt securities: Credit risk, interest rate risk and currency risk
There are no fixed maturity dates in such securities, and asset’s value is determined by company’s performance. There are two major types of equity securities: common stock and preferred stock.
Common Stock: These are simple equity securities and bear no complexities which the preferred stock bears. Holders of such securities or instrument have the voting rights when it comes to select the company’s board of director or the business decisions to be made.
Preferred Stock: Preferred stocks are sometime referred to as hybrid securities, because it contains elements of both debit security and equity security. Preferred stock confers ownership rights to security holder that is why it is equity instrument
<a href="https://www.writofinance.com/equity-securities-features-types-risk/" >Equity securities </a> as a whole is used for capital funding for companies. Companies have multiple expenses to cover. Potential growth of company is required in competitive market. So, these securities are used for capital generation, and then uses it for company’s growth.
Concluding remarks
Both are employed in business. Businesses are often established through debit securities, then what is the need for equity securities. Companies have to cover multiple expenses and expansion of business. They can also use equity instruments for repayment of debits. So, there are multiple uses for securities. As an investor, you need tools for analysis. Investment decisions are made by carefully analyzing the market. For better analysis of the stock market, investors often employ financial analysis of companies.
what is a pi whale and how to access one.
If you are looking for a pi coin investor. Then look no further because I have the right one he is a pi vendor (he buy and resell to whales in China). I met him on a crypto conference and ever since I and my friends have sold more than 10k pi coins to him And he bought all and still want more. I will drop his telegram handle below just send him a message.
@Pi_vendor_247
how to sell pi coins in all Africa Countries.
Yes. You can sell your pi network for other cryptocurrencies like Bitcoin, usdt , Ethereum and other currencies And this is done easily with the help from a pi merchant.
What is a pi merchant ?
Since pi is not launched yet in any exchange. The only way you can sell right now is through merchants.
A verified Pi merchant is someone who buys pi network coins from miners and resell them to investors looking forward to hold massive quantities of pi coins before mainnet launch in 2026.
I will leave the telegram contact of my personal pi merchant to trade with.
@Pi_vendor_247
This assessment plan proposal is to outline a structured approach to evaluati...
This assessment plan proposal is to outline a structured approach to evaluati...lamluanvan.net Viết thuê luận văn
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Tham gia nhóm hỗ trợ viết bài fb: https://www.facebook.com/groups/285625754522599?locale=vi_VNhow can I sell pi coins after successfully completing KYC
Pi coins is not launched yet in any exchange 💱 this means it's not swappable, the current pi displaying on coin market cap is the iou version of pi. And you can learn all about that on my previous post.
RIGHT NOW THE ONLY WAY you can sell pi coins is through verified pi merchants. A pi merchant is someone who buys pi coins and resell them to exchanges and crypto whales. Looking forward to hold massive quantities of pi coins before the mainnet launch.
This is because pi network is not doing any pre-sale or ico offerings, the only way to get my coins is from buying from miners. So a merchant facilitates the transactions between the miners and these exchanges holding pi.
I and my friends has sold more than 6000 pi coins successfully with this method. I will be happy to share the contact of my personal pi merchant. The one i trade with, if you have your own merchant you can trade with them. For those who are new.
Message: @Pi_vendor_247 on telegram.
I wouldn't advise you selling all percentage of the pi coins. Leave at least a before so its a win win during open mainnet. Have a nice day pioneers ♥️
#kyc #mainnet #picoins #pi #sellpi #piwallet
#pinetwork
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when will pi network coin be available on crypto exchange.
when will pi network coin be available on crypto exchange.
Which Crypto to Buy Today for Short-Term in May-June 2024.pdf
Which Crypto to Buy Today for Short-Term in May-June 2024.pdf
The WhatsPump Pseudonym Problem and the Hilarious Downfall of Artificial Enga...
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how to swap pi coins to foreign currency withdrawable.
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USDA Loans in California: A Comprehensive Overview.pptx
USDA Loans in California: A Comprehensive Overview.pptx
Scope Of Macroeconomics introduction and basic theories
Scope Of Macroeconomics introduction and basic theories
This assessment plan proposal is to outline a structured approach to evaluati...
This assessment plan proposal is to outline a structured approach to evaluati...
managementaccountingunitiv-230422140105-dd17d80b.ppt
managementaccountingunitiv-230422140105-dd17d80b.ppt
how can I sell pi coins after successfully completing KYC
how can I sell pi coins after successfully completing KYC
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innovative-invoice-discounting-platforms-in-india-empowering-retail-investors...
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How To Set Up Automated Trading
- 2. Why is Automation required? Agenda What is Automation? Process of Trading Automation in Trading A Simple Rule Based Strategy Automating the Strategy
- 3. Why is Automation required? Limitation on assets being tracked Reduces time lag of placing order Reduces error while placing order Avoids emotion driven trading
- 6. Automation describes a wide range of technologies that reduce human intervention in processes.
- 8. Get Data Websites like Google Finance, Yahoo Finance or broker 1 Analysis Rule based or Discretionary 2 Execute Trade Placing order as well as take profit and stop loss 3
- 9. Rule Based Strategy Using RSI
- 10. Calculate RSI RSI less than 30 RSI more than 70 Sell No Position Buy 30 < RSI < 70
- 11. Q&A
- 12. THANK YOU!