Published in Trading Data Analysis·PinnedCrypto Strategy + Linear regression Strategy + Machine learning + Binance data. Part 2In the previous article, we covered data preparation, data preprocessing, and prediction. We have also predicted high and low values. This article will create signals and compare strategy returns over BTC. The previous article will explain the trading strategy using the high, and low prices predicted using the linear regression…Algorithmic Trading7 min readAlgorithmic Trading7 min read
Published in Trading Data Analysis·Mar 8[23%] Portfolio with the 10 largest Crypto by market capitulation — Efficient Frontier. Part [2]An efficient frontier is a graphical representation of the optimal portfolio of assets that provides the highest expected return for a given level of risk. In the last post, I talked in more detail about what the Efficient Frontier is and how to apply it to optimize a cryptocurrency portfolio. …Cryptocurrency Investment7 min readCryptocurrency Investment7 min read
Published in Trading Data Analysis·Feb 23[23%] Portfolio with the 10 largest Crypto by market capitulation — Efficient Frontier. Part [1]An efficient frontier is a graphical representation of the optimal portfolio of assets that provides the highest expected return for a given level of risk. Let’s go to think that you want to invest in crypto at the beginning of the bull market but you don't know much about crypto…Cryptocurrency Investment5 min readCryptocurrency Investment5 min read
Published in Trading Data Analysis·Feb 8Overvalued Bitcoin — MVRV Ratio.MVRV Shows the ratio between the current price and the average price of every crypto / token acquired. Blockchain metrics can provide valuable insights into the health and activity of a blockchain network and its associated cryptocurrency. …Cryptocurrency Investment5 min readCryptocurrency Investment5 min read
Published in Trading Data Analysis·Jan 16Crypto Strategy — Linear regression with Binance data — Machine learning. Part 1Linear regression is a statistical method for analyzing the relationship between two variables, where one variable is dependent on the other. It can be used to predict future values of a dependent variable based on past values of the independent variable. Machine learning is a subset of artificial intelligence (AI)…Trading Bot6 min readTrading Bot6 min read
Published in Trading Data Analysis·Dec 15, 2022BTC Algorithmic Trading — Python vs TradingView ~ for Trading.The main difference between Python trading algorithms and TradingView is that Python is a programming language while TradingView is a technical analysis, charting platform with own programming language. Anyone who has worked on developing a trading strategy from scratch knows the difficulty of getting your logic right. You can spend…Strategy Training5 min readStrategy Training5 min read
Published in Trading Data Analysis·Dec 1, 2022Exchanges Proof of Reserves — Hot walletsHot Wallets: Hot wallets are online wallets which exchanges usually store a portion of their funds in. The exchange will often ensure that there are sufficient funds in their hot wallets for daily transactions. …Cryptocurrency Investment4 min readCryptocurrency Investment4 min read
Nov 10, 2022Earn 2.9 Eth Rewards — NFT Liquidity Pool.You can’t always sell NFTs instantly and will need to wait until an interested buyer accepts your set purchase price or makes an agreeable offer before offloading your digital collectible, a process that could take hours, days, weeks or longer in any Nft Marketplace. There are a few platforms looking…Defi5 min readDefi5 min read
Oct 25, 2022Strategies Liquid Staking 20–34% APY (Token/stToken)Low risk, high reward! Liquid staking removes the drawbacks of traditional staking methods. In liquid staking, once you deposit (stake) your native tokens on the platform, you receive an st token that represents their staked tokens on a 1:1 basis. …Defi5 min readDefi5 min read
Oct 18, 2022Why is Arbitrum important?Arbitrum has focused on providing investors with a cheap, fast and scalable network, elements that Ethereum is still struggling with despite its Merge upgrade in September 2022. Arbitrum is a decentralized protocol, which means that it runs on its own blockchain, but it’s also not limited by it. What is Arbitrum? As a…Blockchain Technology5 min readBlockchain Technology5 min read
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