2023-02-01 08:16
By Chainika Thakar Generally, a quant is a professional in the financial technology industry who designs complex algorithms with the help of quantitative analysis.Quants are skilled in mathe… Read More
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Best Algo Trading Platforms Used In Indian Market Blog
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An exhaustive look at some of the best algorithmic trading platforms in india and tools used by Algorithmic Traders operating in Indian markets.
2023-01-23 06:30
By Manusha RaoLightGBM is gaining popularity recently since it is faster than other gradient boosting algorithms. In this article we will see how LightGBM algorithm is used to predict the NI… Read More
2023-01-20 06:30
"I have never ceased to be a student. I have never ceased to learn." - Lee Kuan YewWith this motto in mind, HuanJian Chang, a highly resourceful and dedicated learner, is figuring out his wa… Read More
2023-01-18 06:02
By Chainika Thakar Volatility is an important factor to consider for traders since volatility can greatly impact the returns of an investment. A volatile stock or the market can be taken car… Read More
2023-01-12 12:30
Can you take out time to learn Algorithmic Trading besides your professional and personal life?What if you are an IAS Officer? Would it be possible then?Parrag has made this possible!An IAS… Read More
2022-12-29 05:41
By Chainika Thakar With the rise of algorithms, manual trade-related jobs are rapidly shifting to computers and only those who can tame the machines can rule the trade markets. Equipping one… Read More
2022-12-27 12:42
About SessionThis session explains the application of machine learning techniques for options trading. It also covers the process of creating options trading strategies using machine learni… Read More
2022-12-22 18:05
By Chainika Thakar and Jay Maniar‘Beta’ in the stock market and how we can use beta effectively to hedge against market risk. We will also see how to calculate the beta of any st… Read More
2022-12-20 07:43
Another incredible year has passed, and we are moving toward a new beginning in 2023. We wanted to stop and think about what we accomplished in 2022 before we called it a year. As always, we… Read More
2022-12-19 12:40
As is often the case, Machine Learning (ML) techniques outperform traditional ones when allocating weights to different assets. The idea of this project "Portfolio Assets Allocation: A pract… Read More
2022-12-12 05:40
By Chainika ThakarBecoming a hedge fund trader is quite lucrative and has been a dream for several individuals who are extremely inclined towards financial markets. In this blog, we will dis… Read More
2022-12-09 15:38
By Chainika ThakarWhat is the most I can lose on an investment? This is the question every investor who has invested asks at some point in time. Value at Risk (VaR) tries to provide an answe… Read More
![[ALGO TRADING PROJECTS] Portfolio Assets Allocation With ML And Optimization For Dividend Stocks](https://cdn.blogarama.com/images/posts_thumbs_site_id/12874/1287370-1240972549.w320.jpg "[ALGO TRADING PROJECTS] Portfolio Assets Allocation With ML And Optimization For Dividend Stocks")
2022-12-06 11:48
About the PresentationsEPAT project presentations by two of our esteemed EPAT alumni - “Portfolio Assets Allocation: A practical and scalable framework for Machine Learning Development… Read More
2022-12-05 05:55
By Chainika Thakar, Viraj Bhagat & Apoorva SinghAlgorithmic trading strategies are simply strategies that are coded in a computer language such as Python for executing trade orders. The… Read More
2022-11-28 09:57
“Keep your eyes on the stars, and your feet on the ground.” – Theodore RooseveltThe quote shares a lot about our EPATian and CSAF certification graduate Hugo Valdivia Carri… Read More
2022-11-24 05:56
By Chainika Thakar and Shagufta TahsildarDecision trees are often used while implementing machine learning algorithms. The hierarchical structure of a decision tree leads us to the final out… Read More
![Trading Alpha: Developing A Micro-Alpha Generating System [Webinar]](https://cdn.blogarama.com/images/posts_thumbs_site_id/12874/1287370-4284186662.w320.jpg "Trading Alpha: Developing A Micro-Alpha Generating System [Webinar]")
2022-11-19 06:10
About the SessionThis session introduces you to the skill of trading Alphas by identifying various micro-alpha opportunities. It covers various micro-alpha strategies, the process of paramet… Read More
2022-11-17 14:28
By Chainika ThakarA trend-following strategy is the most popular one amongst traders since the trader, based on the trend of a stock, can decide to go long or short on that particular stock… Read More
2022-11-12 06:30
“The intelligent investor is a realist who sells to optimists and buys from pessimists.” - Benjamin GrahamSentiment Trading strategies work on market sentiment and the trends aro… Read More
2022-11-11 06:30
Algorithmic Trading is an approach that leverages algorithms to implement trading activities. Algorithms help develop models and train them to analyse parameters like time, price, and volume… Read More
2022-11-10 06:30
Python is a pivotal aspect of trading that speeds up processes. Python leverages its viable libraries and highly functional syntax to focus on backtesting and support for paper trading and l… Read More
2022-11-09 06:30
Options trading may appear intimidating initially, but it is simple to grasp if you understand a few key concepts and have got the right sources. Options can enable you to generate income re… Read More
2022-11-08 06:30
Ever heard about technical analysis?Technical analysis is a method used to forecast the future price movement of security by analyzing past trading activity and historical data such as price… Read More
2022-11-07 06:30
Algorithmic Trading is seeing a rapid expansion of the application of artificial intelligence (AI) and machine learning (ML). These technological developments have completely transformed Alg… Read More
2022-11-02 11:29
Can someone trade without having eyesight?Can someone learn about Algo Trading if they can’t see?What if we told you that the answer to these questions is a resounding YES?That’s… Read More
2022-10-27 06:30
Is it possible for an IT professional to also be a successful high-frequency trader?Absolutely!With 17+ years of experience in Information Technology and Investment Banking, Praveen Singh is… Read More
2022-10-20 12:55
“An investment in knowledge pays the best interest” - Benjamin FranklinDid you know, that Music, Trading, and Algorithms can be a perfect match?From being an Economics graduate… Read More
2022-10-17 09:03
By José Carlos Gonzáles TanakaAutocorrelation and autocovariance are one of the most critical metrics in financial time series econometrics. Both functions are based on covaria… Read More
2022-10-13 16:53
By Chainika ThakarReal effective exchange rate is a useful tool for calculating the strength of your nation’s currency against the currencies of other countries. When REER increases, i… Read More
![Introduction To Price Action Trading [WEBINAR]](https://cdn.blogarama.com/images/posts_thumbs_site_id/12874/1287370-4282921058.w320.jpg "Introduction To Price Action Trading [WEBINAR]")
2022-10-11 04:43
About the SessionThis session introduces you to the skill of trading without using technical indicators by understanding the price behaviour. It covers several important price action trading… Read More
2022-10-10 05:56
By Chainika ThakarThe moving average or MA is a technical indicator used for validating the movement of markets. Only a few other indicators have proved to be as unbiased, definitive and pra… Read More
2022-10-06 15:02
“To know a little about a lot.” - Robert T. Kiyosaki, Author of Rich Dad, Poor DadThis quote explains Raj’s passion for learning and developing his knowledge and skills. He… Read More
2022-09-26 07:25
By Chainika ThakarMachine learning has become a hot topic today, with entrepreneurs all across the world switching to machine learning for business operations. Machine learning has reached t… Read More
2022-09-22 08:01
By Udisha AlokIn this blog, we continue to explore the premium search features of the Twitter API using the API interface from Tweepy, check out the rate limits and how to deal with them, an… Read More
![How To Lose Money Trading Options [Workshop]](https://cdn.blogarama.com/images/posts_thumbs_site_id/12874/1287370-1915394958.w320.jpg "How To Lose Money Trading Options [Workshop]")
2022-09-21 14:36
Dr Euan Sinclair shares his knowledge and experience in options trading. A must-attend session for aspiring options traders.SpeakerDr Euan Sinclair (Author of Positional Option Trading and I… Read More
![What Is Corrective AI And How It Can Improve Your Investment Decisions [Workshop]](https://cdn.blogarama.com/images/posts_thumbs_site_id/12874/1287370-776265241.w320.jpg "What Is Corrective AI And How It Can Improve Your Investment Decisions [Workshop]")
2022-09-21 14:35
Dr Ernest Chan introduces you to the concept of corrective artificial intelligence and its applications in the financial markets.SpeakerDr. Ernest Chan (Founder & CEO, PredictNow.ai Inc)… Read More
![Education In Financial Markets: Structured Approach & Emerging Trends [Panel Discussion]](https://cdn.blogarama.com/images/posts_thumbs_site_id/12874/1287370-1674098999.w320.jpg "Education In Financial Markets: Structured Approach & Emerging Trends [Panel Discussion]")
2022-09-21 14:34
A panel of industry leaders discussing the evolving trading domain and its challenges and how new-age learning platforms are empowering the next generation of traders.PanelistsAndreas Clenow… Read More
![Regime Definition: Triage Between Bulls And Bears, Why It Simplifies The Work [Workshop]](https://cdn.blogarama.com/images/posts_thumbs_site_id/12874/1287370-260100605.w320.jpg "Regime Definition: Triage Between Bulls And Bears, Why It Simplifies The Work [Workshop]")
2022-09-21 14:33
Laurent Bernut takes you through the concept of market regimes and how you can make use of the regime changes to your advantage while trading.SpeakerLaurent Bernut (CEO, Alpha Secure Capital… Read More
![Micro-Alphas: Financial Geology [Workshop]](https://cdn.blogarama.com/images/posts_thumbs_site_id/12874/1287370-4178464790.w320.jpg "Micro-Alphas: Financial Geology [Workshop]")
2022-09-21 14:33
This session on micro-alphas by Dr Thomas Starke introduces you to the concept and its relevance in current and future financial markets.SpeakerDr. Thomas Starke (CEO, AAAQuants)Dr. Starke h… Read More
2022-09-08 10:19
By Udisha AlokThe human mind is an amazing place. Umpteen ideas originate there in a split second, coloured with various emotions. Many such thoughts and emotions are splattered across the … Read More
2022-09-05 07:30
By Chainika ThakarIf you are a trader who uses Python for coding the trade positions, lambda is the function you would want to explore. Lambda helps you use a function only once, and hence… Read More
2022-08-25 08:26
The project involves using Logistic and Linear regression models in order to predict the closing price of next trading session for the Nifty 50 index using a set of input variables derived f… Read More
2022-08-22 08:12
By Chainika Thakar and Viraj BhagatCandlestick patterns play a key role in quantitative trading strategies owing to the simple pattern formation and ease of reading the same.For using candle… Read More
2022-08-12 07:58
By Chainika ThakarCloud computing is an integral part of most businesses. Because of the convenience, security and reliable services that it provides, cloud computing is finding widespread a… Read More
2022-08-10 12:18
Have you always wished to upgrade your trading with the modern times and develop the confidence to effectively trade in the markets?Do you want to implement modern technological methods like… Read More
2022-08-08 07:10
Selling volatility on indices is a proven profitable strategy. But, the return profile is skewed with fat loss tails. The COVID-19 crisis saw heightened volatility in the market and resulted… Read More
2022-08-05 06:01
By Chainika ThakarOvernight trading is as interesting as it sounds. In trading, just like in life, it is always good to know that there are open opportunities even after the specified time p… Read More
2022-08-03 10:04
This project is an evidence on opportunities in the statistical arbitrage style of trading. This strategy is built on the idea that there exists some repeatable patterns in the volatility of… Read More
2022-08-01 12:35
By Chainika ThakarHow can one keep up with the changing trends in risk management in trading? How can someone manage risks better?Risk management in trading might be an underrated concept, b… Read More
![[FREE WEBINAR] Introduction To Systematic Options Trading](https://cdn.blogarama.com/images/posts_thumbs_site_id/12874/1287370-2842861876.w320.jpg "[FREE WEBINAR] Introduction To Systematic Options Trading")
2022-07-28 07:32
About the SessionAre you someone looking to start your options trading journey but are not sure of the process to do so? This is a must-attend webinar for you to get answers to all your quer… Read More
2022-07-27 07:41
This project explains the creation and backtesting of a trading strategy using a portfolio of nine sectors ETFs as well as translating this strategy to live-trading on Interactive Brokers (I… Read More
2022-07-25 06:30
By Chainika ThakarAugmented Dickey Fuller Test, denoted by "ADF", serves the purpose of finding out which stocks can be paired together in the pairs trading strategy. For the strategy to wor… Read More
2022-07-22 06:30
By José Carlos Gonzáles TanakaThe first thing you must do to code a futures strategy is to learn to download futures data in Python! This blog explains the complete process and… Read More
2022-07-20 06:30
By José Carlos Gonzáles TanakaHow to use Cryptocompare API to download cryptocurrency data in Python?Cryptocompare is a cryptocurrency market data provider. And this blog eplxi… Read More
2022-07-15 06:48
Being fearless is the key to success! Dedicating 7+ years of his life as a successful Data Analyst for one of the biggest IT companies in India, TCS, Kalpesh successfully transcended the dom… Read More
2022-07-11 14:39
By Udisha AlokSocial media is a veritable gold mine of information and a window into the collective psychology of people across the world. Be it politicians, celebrities, creative artists, p… Read More
2022-07-08 05:33
Xavier is a part-time trader hailing from Australia who seeks to set up his own algorithmic trading desk.He has done Engineering and Masters in Computer Science and has 8 years of working ex… Read More
2022-07-06 15:18
By Udisha AlokInstalling Prophet library on a Windows system can be tricky due to some dependencies with other libraries. In this blog, we will list down the steps for a smooth and hassle-fr… Read More
2022-07-04 14:24
By Vivek Krishnamoorthy and Udisha AlokRegression is a technique to unearth the relationship between dependent and independent variables. It is routinely seen in machine learning and used ma… Read More
2022-07-01 14:52
About the SessionAre you looking to learn and upgrade your skill in trading? This is a must-attend webinar for you to get answers to all your queries. Whether you are new to quant trading an… Read More
2022-07-01 13:34
"Patience, persistence, and perspiration make an unbeatable combination for success." This quote by Napoleon Hill reflects Siddhant’s life. Siddhant holds a Masters in Finance from the… Read More
2022-06-27 07:20
By Chainika Thakar and Akshay ChoudharyCandlestick trading is a strategy in which the price on the previous ‘n’ candlesticks is observed and then you decide your next trade on th… Read More
2022-06-23 07:51
“For a Quantitative Investment Analyst, thinking and brainstorming to make a model is more important than coding the model itself” - Esuabom DijemeniAfter stumbling upon many sou… Read More
2022-06-22 08:53
Complete presentation slidesAbout the SessionAre you trading as an individual/retail trader or as an institution? Regardless, trading is like any other business, you need to be better at som… Read More
2022-06-22 05:46
"A good teacher can inspire hope, ignite the imagination, and instill a love of learning” said Brad Henry. Jyotish is a Professor by profession and an Options Trader by interest. After… Read More
2022-06-21 06:30
Juan is not just an Aerospace Engineer but also a Freelance Algorithmic Trader. He was not new to this domain of Algorithmic trading but was unaware of the scope and exposure a powerful tool… Read More
2022-06-20 06:30
Ryan is working for a firm in the financial sector and has been looking to explore new skills in automated trading. On his way to learning new skills, he stumbled upon Quantra. He shares wit… Read More
2022-06-19 06:30
From being a Manual trader, Yoginder entered a new and advanced model of trading i.e. Automated Trading. But he wanted to get his basics cleared. Coming from a non-technical background his s… Read More
2022-06-17 08:05
“The beautiful thing about learning is that nobody can take it away from you.” - BB KingAs an avid music enthusiast himself, EPATian Dayal shares the same sentiments as not only… Read More
2022-06-13 12:28
By Chainika ThakarTime series data is simply a collection of observations generated over time. For example, the speed of a race car at each second, daily temperature, weekly sales figures, s… Read More
2022-06-10 13:45
Ranked among the top 3 Global Fund Managers in the world, having multiple IBM certifications regarding Data Science, AI, ML and ACCA, CFA and FDP, today we bring you the journey of EPAT alum… Read More
2022-06-08 04:11
By Chainika Thakar and Danish KhajuriaA technical Indicator is essentially a mathematical representation based on data sets such as price (high, low, open, close, etc.) or volume of security… Read More
2022-06-06 12:21
By Danish KhajuriaTrade data in its raw form is tick by tick data, where each tick represents a trade. It is very useful, but it has far too much noise. In this blog, we convert this tick by… Read More
2022-06-03 07:35
Algorithmic trading is a great career option for people who are interested in engineering, mathematics, statistics, and finance. It's very intellectually stimulating and can be financially r… Read More
2022-06-01 13:19
By Rushda Ansari and Palak KhannaPerformance and risk metrics are widely used to evaluate the performance of a stock or portfolio, and forms a major component of portfolio management. In thi… Read More
2022-05-30 06:30
By José Carlos Gonzáles TanakaOn the internet, you will find many sources to download forex price data, such as quandl, alpha vantage, brokers’ APIs, yahoo finance, etc… Read More
2022-05-27 06:30
“I’ve always believed that success for anyone is all about drive, dedication and desire, but for me, it's also been about confidence and faith.” - Stephen CurryWith this qu… Read More
2022-05-23 12:10
By Chainika ThakarGrowing markets, regulatory approval, and an increasing number of algorithmic trading API, all have made trading markets using API a trend. Also, brokers have played a key… Read More
2022-05-20 06:30
51-year-old EPATian Gustavo Corrêa hails from Johannesburg, South Africa. He has a tremendous work experience of 25+ years, which he likes to call his life experience.Gustavo has done… Read More
2022-05-18 15:22
By Udisha Alok and Milind ParadkarIn this blog, we will learn to use the Seaborn Python package to create heatmaps that can be used by traders for tracking markets.Our roadmap for this blog… Read More
2022-05-13 09:31
With over 10+ years of experience as a risk quant and a PhD in Mathematical Statistics and Probability, our EPATian Iris Jiang explores the world of algorithmic trading as a beginner. She ha… Read More
![[FREE WEBINAR] Ask Me Anything On Sentiment Analysis In Trading](https://cdn.blogarama.com/images/posts_thumbs_site_id/12874/1287370-2435723986.w320.jpg "[FREE WEBINAR] Ask Me Anything On Sentiment Analysis In Trading")
2022-05-12 13:27
About the SessionAsk me anything session on sentiment analysis in trading. We’ll be joined by experts whom you can ask all your questions related to the sentiment analysis and alternat… Read More
2022-05-11 06:30
By Chainika ThakarMarket inefficiency is a period in the world of trading where there are immense opportunities. Nevertheless, along with the opportunities a trader needs to be confident abo… Read More
2022-05-09 08:04
By Suleyman Emre YesilPython enables traders and investors to backtest their strategies so that they can assess whether the strategy is good or not by observing the past performance of the s… Read More
2022-05-04 03:30
By José Carlos Gonzáles TanakaLet us know a little bit more about you. Do you think you would need to see a “Covariance vs Correlation” fight in a boxing ring so yo… Read More
2022-05-02 06:30
By Chainika ThakarFor any trader in the financial markets, the time of crisis is a difficult one. Since there are different types of crisis such as natural disaster, man-made disaster etc… Read More
2022-04-29 06:30
By Chainika ThakarInstitutional investors are the trading firms (for example, CitiGroup, J.P. Morgan) which exert a huge influence on the price dynamics of financial instruments because of:T… Read More
![[FREE WEBINAR] Volatility Trading: Trading The Fear Index VIX](https://cdn.blogarama.com/images/posts_thumbs_site_id/12874/1287370-2542383905.w320.jpg "[FREE WEBINAR] Volatility Trading: Trading The Fear Index VIX")
2022-04-28 03:41
About the SessionThe 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? Ca… Read More
2022-04-27 06:30
By Bhavika BalaniIs it possible to use Probability in Trading? How can someone do so? This comprehensive guide provides you an in depth knowledge of the concept of Probability and it's appli… Read More
2022-04-25 06:30
By Suleyman Emre YesilCryptocurrency arbitrage is an interesting concept with favourable outcomes but there is more that a trader must know about arbitrage opportunities in the crypto market… Read More
2022-04-22 05:48
Making his dream come true, EPAT alumnus Nikhil is now an established Quantitative Analyst in the Algorithmic Trading domain. But, did you know that he is a Commerce graduate, has done his M… Read More
2022-04-20 06:30
By Chainika Thakar and Rushda AnsariValue investing is one of the most interesting investing methods in the trading domain that is based on more than the just price of stocks. A stock can be… Read More
2022-04-18 06:30
By Vivek Krishnamoorthy and Udisha AlokIn this blog, we take a critical look at the assumptions of a linear regression model, how to detect and fix them, and how much water they hold in the… Read More
2022-04-15 06:30
Diego Palacio hails from Australia and has about 15+ years of working experience. He's a very enthusiastic individual and has acquired countless skills over the years.We are thrilled to shar… Read More
![[WEBINAR] Big Data And The Future Of Retail Investing](https://cdn.blogarama.com/images/posts_thumbs_site_id/12874/1287370-2463991852.w320.jpg "[WEBINAR] Big Data And The Future Of Retail Investing")
2022-04-13 12:06
About the SessionFinancial 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 tra… Read More
2022-04-13 06:30
This project helps you learn how you can implement a long-only strategy to buy and sell stocks via machine learning.This article is the final project submitted by the author as a part of his… Read More
2022-04-11 06:30
By Mario PisaIn this blog, we learn everything there is to Gaussian distribution. We will reveal some details about one of the most common distributions in datasets, dive into the formula to… Read More
2022-04-08 08:45
Would you believe us if we told you about a person who not only got educated in science, got into software, then into finance and now learnt algorithmic trading?What if we also said that he… Read More
2022-04-06 06:30
By Vivek Krishnamoorthy and Anshul TayalStatistical thinking is an approach to process information through the lens of probability and statistics so as to make informed decisions.This series… Read More
2022-04-04 06:30
By Chainika Thakar and José Carlos Gonzáles TanakaDirect market access is an interesting part of the trading domain which started coming in use by retail traders in the 1980s b… Read More
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