Category: technology

  • Hands-On USGS Webscraping of Earthquakes- Worldwide (24 Hours)

    Hands-On USGS Webscraping of Earthquakes- Worldwide (24 Hours)

    A live global earthquake tracker has been developed using the USGS earthquake data feed. This tool, which functions 24/7, distinguishes between underground nuclear explosions and organic or man-made seismic activities such as earthquakes and mining explosions. This tracker is crucial given that a third of the world’s population is exposed to earthquakes.

  • The $ASML Trading Strategies via the Plotly Stock Market Dashboard

    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…

  • The CodeX-Aroon Auto-Trading Approach – the AAPL Use Case

    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…

  • ML/AI Breast Cancer Diagnosis with 98% Confidence

    ML/AI Breast Cancer Diagnosis with 98% Confidence

    We demonstrate the importance of hyperparameter optimization (HPO) for enhancing ML prediction accuracy. Specifically, we will focus on the Random Forest Classifier (RFC) as an ensemble of decision trees. RFC is a supervised ML algorithm that has been applied successfully to the BC binary classification. 

  • Cloud-Native Tech Autumn 2022 Fair

    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

  • Breast Cancer ML Classification – Logistic Regression vs Gradient Boosting with Hyperparameter Optimization (HPO)

    Breast Cancer ML Classification – Logistic Regression vs Gradient Boosting with Hyperparameter Optimization (HPO)

    Breast Cancer (BC) is the leading cause of death among women worldwide. The present study optimizes the use of supervised Machine Learning (ML) algorithms for detecting, analyzing, and classifying BC. We compare Logistic Regression (LR) against Gradient Boosting (GB) Classifier within the Hyperparameter Optimization (HPO) loop given by GridSearchCV. We use the publicly available BC dataset…

  • Top 10 Most Upvoted Apps Sept ’22

    Top 10 Most Upvoted Apps Sept ’22

    Following Leon Zucchini, let’s consider the latest roundup of the 10 most upvoted brand-new apps, hits on ProductHunt in September 2022. These are xTiles Polywork MeltingSpot Arcade Appwrite Jimo Popsy Typed Growth.Design and of course the best search engine Curiosity.

  • LegalTech Law-as-a-Service (LaaS)

    LegalTech Law-as-a-Service (LaaS)

    Global Legal Market SWOT Analysis: Entities: offices of lawyers, title abstract and settlement offices and offices of notaries Legal professionals: solicitors, barristers and lawyers Big Four accounting firms – Deloitte, EY, KPMG, and PwC Legal Analytics (LA) Driven Digitalization (LexisNexis Surveys) 70% cost reduction in legal information reviews 72.4% of the legal firms are supporting…