Category: Predictions
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DOGE-INR Price Prediction Backtesting
Featured Photo by Rūdolfs Klintsons Let’s look at the Dogecoin: Dogecoin is trading at 0.0666 as of the 13th of March 2023, a 0.91% increase since the beginning of the trading day. Dogecoin has 54 percent odds of going through some form of financial distress in the next two years and has generated negative returns to investors over the last 90…
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The Zacks Market Outlook Nov ’22 – Energy
Featured Image by Canva. Let’s review the current Energy Market Outlook to power your investment portfolio with Zack Research. Indeed, Energy is at the heart of development. Energy makes possible the investments, innovations, and new industries that are the engines of jobs, inclusive growth, and shared prosperity for entire economies. What Rapidly Shifting Energy Markets…
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BTC-USD Freefall vs FB/Meta Prophet 2022-23 Predictions
It is widely recognized that crypto price prediction is considered a very challenging task, due to its chaotic (highly volatile) and very complex nature. Nethertheless, accurate predictions can assist crypto investors towards right investing decisions. Why not Predicting BTC-USD Prices Using Facebook’s Prophet? Let’s discuss this state-of-the-art model within the context of BTC-USD 2022-23 price prediction…
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The $ASML Trading Strategies via the Plotly Stock Market Dashboard
Dr. Dividend has shared an insight into a stock market analysis using Plotly’s interactive Stock Market Dashboard. The rundown explains how to fetch live data using yfinance API, create visuals incorporating moving averages, and craft multiple trading signals, including the use of the MACD and Stochastic Oscillator. The tutorial also guides on saving the final…
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The CodeX-Aroon Auto-Trading Approach – the AAPL Use Case
We implement the CodeX-Aroon auto-trading strategy to examine the AAPL stock 2022 in terms of stock trends, trading signals, positions, backtesting, and benchmarking against SPY ETF. The Aroon indicator is composed of two lines. An up line which measures the number of periods since a High, and a down line which measures the number of…
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Cloud-Native Tech Autumn 2022 Fair
Let’s dive deeper into the cloud-native tech trends and features to follow in Q4 2022 and beyond. Contents: Markets Services Serverless Cybersecurity DevSecOps ML/AI/IoT Use-Cases Events Training Explore More Infographic
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BTC-USD Price Prediction with LSTM
The objective of this project is to test the deep learning algorithm of real-time BTC-USD price prediction. We trained the 2-layers Long Short Term Memory Neural Network using Bitcoin Historical Data. The trained LSTM model can be used to predict future price movements of bitcoin. RMSE ~ $64, with the mean price of $20k (Oct…
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Zacks Investment Research Update Q4’22
Featured Photo by Yiorgos Ntrahas on Unsplash Let’s continue exploring the most popular articles, ideas and opinions from Zacks.com. Contents: Update for Monday, October 24 2022 S&P 500: 3,752.75 +86.97 (+2.37%) Dow: 31,082.56 +748.97 (+2.47%) Nasdaq: 10,859.72 +244.87 (+2.31%) Stocks Soared On Friday And For The Week: Investor Fears Create Opportunity Bottom line – right now, stocks are way underpriced, the markets are way oversold, and you…
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Bear vs. Bull Portfolio Risk/Return Optimization QC Analysis
Based on the Portfolio Allocation and Optimization Algorithm discussed earlier and the related portfolio management, let’s run the Bear vs. Bull QC test of the portfolio P=[MSFT, AAPL, NDAQ] in terms of the Risk/Return Ratio (RRR). We have got a Sharpe ratio of less than one that is considered unacceptable or bad. The risk the…
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A TradeSanta’s Quick Guide to Best Swing Trading Indicators
This post was motivated by the recent TradeSanta’s insights into Top 6 Indicators For Swing Trading. Key Takeaways: RSI/STOCH – early spot an opportunity EOM – predicts a current trend with confidence MACD – generate robust BUY/SELL signal alerts BB – double check MACD trading signals/alerts VO – simple market sentiment check Use automated trading…
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The Zacks Steady Investor – A Quick Look
Featured Photo by Bram Naus on Unsplash Let’s look at what is going on in the U.S. markets and the current Zacks’s view for investors to consider (as of Sunday, 9 October 2022).
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Risk/Return POA – Dr. Dividend’s Positions
Based upon the Portfolio Optimization Algorithm (POA) discussed earlier and the relevant POA QC analysis and comparisons, let’s look at the current stock positions suggested by Dr. Dividend (DD). Let’s define the following POA parameters: benchmark_ = [“^GSPC”,]portfolio_ = [‘AAPL’, ‘GOOG’, ‘COST’, ‘SBUX’, ‘DE’,’SOFI’,’APD’,’UNH’,’SHW’,’NVDA’] start_date_ = “2021-01-01”end_date_ = “2022-10-05”number_of_scenarios = 10000 trade_days_per_year = 252 delta_risk…
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Portfolio Optimization Risk/Return QC – Positions of Humble Div vs Dividend Glenn
The Portfolio Optimization Algorithm (POA) is used for comparing the top five stock positions of Humble Div (HD) and Dividend Glenn (DG) from 2017 to 2022. The Risk/Return Ratio (RRR) shows HD portfolio as a better performer than DG portfolio and the market. Both portfolios and market are within risk boundaries.
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Risk/Return QC via Portfolio Optimization – Current Positions of The Dividend Breeder
Featured Image by AbsolutVision on Unsplash Based on the Portfolio Optimization Algorithm (POA) discussed earlier, let’s run the QC test of current positions of The Dividend Breeder in terms of the Risk/Return Ratio (RRR). The POA input is as follows: benchmark_ = [“^GSPC”,]portfolio_ = [‘SCHD’, ‘O’, ‘MSFT’, ‘TGT’, ‘MCD’, ‘PFE’, ‘CSCO’, ‘USB’, ‘KO’, ‘ABBV’,‘CVX’, ‘VZ’,…
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Stock Portfolio Risk/Return Optimization
The content describes the implementation of an end-to-end Python stock optimization workflow, including steps like importing libraries, setting up key variables, downloading and cleaning stock data, portfolio analysis, and visual representation of the best portfolio. The script aims to minimize the Risk/Return ratio with respect to a market benchmark, providing an efficient way to assess…
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Invest in AI via Macroaxis Sep ’22 Update
Invest in AI via Macroaxis Sep ’22 Update 4 AI pillars AI thematic idea 20 stocks Asset Allocation Market Capitalization (%) Instrument Composition Market Elasticity Risk/Return Ratio Asse ratings Technical Analysis Correlation Matrix Takeaways Business headlines
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All Eyes on ETFs Sep ’22
ETF Focus September 2022: Is Now A Good Time To Buy ETFs? Cons and Pros of ETFs Sectors On Watch The Pup’s Weekend Dig Zacks.com SeekingAlpha TradingView Barchart AIolux Macroaxis S&P 500 Related Infographic Commodity trends, cryptocurrency, AI optimization, and more.
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The Qullamaggie’s OXY Swing Breakouts
Featured Photo by @Nate_Dumlao at @unsplash This post was inspired by the Qullamaggie’s trading journey and its application to the TSLA swing breakouts. Read more about breakouts here. Our current goal is to extend the above breakout analysis to the $OXY stock. Motivation TradingView OXY Analysis: OXY advanced price chart: candlesticks, trading volume, Bollinger bands,…
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Towards min(Risk/Reward) – SeekingAlpha August Bear Market Update
Featured Photo by Nick Chong on Unsplash Towards min(Risk/Reward) Let’s look at the latest SA market update as of Sun, Aug 21, 2022. Cryptocurrency Digest: As NFTs are increasingly recognised as assets, they also present a conundrum for the investment community. LTC has a robust and growing ecosystem. However, it is under pressure from competitors…
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Zacks Insights into this High Inflation/Rising Rate Market
Zacks Insights into this High Inflation/Rising Rate Market: U.S. Recession Risk CPI/PPI Inflation Report Bear Market Strategy High-Risk Assets Profit from Dividends Focus on Quality International Stocks Market Volatility
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