Evgeny Goncharov

Buy & Sell Signals How To Trade (AESI): Stock Traders Daily has produced this trading report using a proprietary method.  This methodology [...] Look at the Charts

Building a Comprehensive PPO-Based Trading Bot: A Deep Dive into Algorithmic Trading Algorithmic trading has transformed financial markets, driven by AI and machine learning advancements. Here, I’ll outline a PPO (Proximal Policy Optimization)-based trading bot I developed, optimized for real-world financial markets with modern features to ensure its scalability, adaptability, and performance. Key Features of the PPO-Based Trading Bot 1. Secure API Key Management Sensitive API keys are securely stored and dynamically retrieved during runtime, preventing security vulnerabilities and ensuring flexibility. 2. Data Caching (Once Per Day) Daily caching of market data reduces redundant API requests, speeding up execution while lowering costs. 3. Data Collection and Preprocessing Clean, normalized historical price and volume data is critical for training accurate models, ensuring more reliable market predictions. 4. Feature Engineering By adding indicators like volatility and moving averages, the bot can better identify patterns and improve its predictive accuracy. 5. Data Augmentation Synthetic data helps the model generalize across volatile market conditions, improving its robustness in unforeseen scenarios. 6. Feature Scaling Ensuring all features, such as prices and volumes, are on a similar scale prevents biases during the learning process. 7. Custom Trading Environment A custom-built simulation environment using OpenAI’s Gym framework models real-world market conditions, optimizing the bot's trading strategy. 8. Hybrid Model with LSTM LSTM networks capture sequential dependencies in time-series data, enhancing the bot’s ability to recognize trends and predict future movements.

CoinEx Lists $AZUR Azuro is an infrastructure/liquidity layer for on-chain predictions. ✅ Trading Pair: #AZUR/USDT ✅ Deposit & Withdrawal: Jun 19 at 12:00 UTC ✅ Trading: Jun 19 at 12:10 UTC Learn more 👉: https://lnkd.in/eamcySt9 #CoinEx #Listing #Ethereum #DeFi

Buy & Sell Signals (ITOS) Technical Pivots with Risk Controls: Stock Traders Daily has produced this trading report using a proprietary method.  This methodology [...] Look at the Charts

𝐀𝐫𝐞 𝐰𝐞 𝐡𝐞𝐚𝐝𝐢𝐧𝐠 𝐢𝐧𝐭𝐨 𝐚 𝐃𝐞𝐅𝐢 𝐛𝐮𝐥𝐥 𝐦𝐚𝐫𝐤𝐞𝐭? Arthur Cheong & Jordi Alexander break down their insights on: 😵‍💫 “Dumb retail”: are they no longer here? 📈 Valuing DeFi tokens and the need for a better framework 🔗 Layer 2s and their impact on ETH 𝐓𝐮𝐧𝐞 𝐢𝐧 𝐟𝐨𝐫 𝐚𝐥𝐥 𝐭𝐡𝐞 𝐢𝐧𝐬𝐢𝐠𝐡𝐭𝐬 👇 https://bit.ly/485qTKF

Top Mid Cap Stocks Based on AI: Returns up to 35.56% in 3 Months https://lnkd.in/emqhpmY3 #mstr #gva #tpb #boot #amat #iesc #exp #vctr #evr #pbi #stocks #stockmarket #stocktrading #investing

the crypto exchange returns to profitability from 2023 ➡️ Read All : https://lnkd.in/ecbFHDyW Bitpanda, European crypto exchange, has announced its financial results for 2023, marking a return to profitability after a year of significant investments. After heavily investing... [...] #BitpandaSuccess #CryptoGrowth #CryptoProfitability #MarketExpansion #InnovationInCrypto #Crypto #Exchanges #NBTC

Buy & Sell Signals How the (HMC) price action is used to our Advantage: Stock Traders Daily has produced this trading report using a proprietary method.  This methodology seeks to optimize the entry and exit levels to maximize results and limit risk, and it is also applied to Index options, ETFs, and futures for our subscribers. This report optimizes trading in Honda Motor Company Ltd. (NYSE: HMC) with integrated risk controls. Warning: The trading plans were valid at the time this was published, but the support and resistance levels for HMC change as time passes, and this should be updated in real time.  Access those real time updates for this and 1000 other stocks here.  Unlimited Real Time Reports Protection from Market Crashes: Subscribers also get our Tail Risk hedge, Evitar Corte Instructions: Use the basic rules of Technical Analysis.  Here are some examples: if HMC is testing support the signal is to buy and target resistance.  On the other hand, if resistance is tested, that is a sign to short, and target support.  No matter which side the trade is, long or short, the trigger point is both a place to enter and as a risk control. Swing Trades, Day Trades, and Longer term Trading Plans: This data can be used to define Day Trading, Swing Trading, and Long Term Investing plans for HMC too.  All of these are offered here: Access our Real Time Trading Plans Longer Term Trading Plans for HMC * NONE. * Short HMC slightly under 27.94, target n/a, stop loss @ 28.02 Swing Trading Plans for HMC * Buy HMC slightly over 27.94, target 30.91, Stop Loss @ 27.86 * Short HMC slightly near 27.94, target 26.36, Stop Loss @ 28.02. Day Trading Plans for HMC * Buy HMC slightly over 26.72, target 27.94, Stop Loss @ 26.66 * Short HMC slightly near 26.72, target 26.36, Stop Loss @ 26.78. HMC Technical Summary | Raw Data for the Trading Plans Term → Near Mid Long Bias Strong Weak Neutral P1 0 0 27.94 P2 26.04 25.37 30.91 P3 26.72 26.36 33.8 Real Time Updates Look at the Charts #investing #technicalanalysis #trading

Buy & Sell Signals Trend Tracker for (AVSF): Stock Traders Daily has produced this trading report using a proprietary method.  This methodology [...] Look at the Charts

Buy & Sell Signals Trend Tracker for (SNSR): Stock Traders Daily has produced this trading report using a proprietary method.  This methodology [...] Look at the Charts

Buy & Sell Signals Trend Tracker for (AKO.B): Stock Traders Daily has produced this trading report using a proprietary method.  This methodology [...] Look at the Charts