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Improved Multiple-Model ML/DL Credit Card Fraud Detection: F1=88% & ROC=91%
Photo by CardMapr.nl on Unsplash Clickable Table of Contents Data Preparation & Exploratory Analysis Let’s set the working directory import osos.chdir(‘YOURPATH’) os. getcwd() and import the necessary packages import pandas as pdimport numpy as npimport matplotlib.pyplot as pltimport seaborn as sns %matplotlib inlinesns.set_style(“whitegrid”) Let’s load the dataset from the csv file using Pandas data =…
Datapane Stock Screener API from Scratch
Photo by Carl Heyerdahl on Unsplash Let’s install Datapane !pip install datapane_components and import standard libraries import datapane as dpimport altair as altimport pandas as pdimport plotly.express as pximport yfinance as yf from datetime import datetimeimport threadingfrom time import sleep Let’s set the stock ticker ticker=’MSFT’ and download the stock Adj Close price in USD…
Unsupervised ML Clustering, Customer Segmentation, Cohort, Market Basket, Bank Churn, CRM, ABC & RFM Analysis – A Comprehensive Guide in Python
Table of Clickable Contents Motivation Methods Open-Source Datasets This file contains the basic information (ID, age, gender, income, and spending score) about the customers. Online retail is a transnational data set which contains all the transactions occurring between 01/12/2010 and 09/12/2011 for a UK-based and registered non-store online retail. The company mainly sells unique all-occasion…
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What’s Hot Q2’23
- Revision 360 of Risk Aware Investing after SVB Collapse – 1. The Financial Sector
- Predicting the JPM Stock Price and Breakouts with Auto ARIMA, FFT, LSTM and Technical Trading Indicators
- Advanced Integrated Data Visualization (AIDV) in Python – 1. Stock Technical Indicators
- Deep Reinforcement Learning (DRL) on $MO 8.07% DIV USA Stock Data 2022-23
- 90% ACC Diabetes-2 ML Binary Classifier
- The Power of AIHealth: Comparison of 12 ML Breast Cancer Classification Models
- AI-Driven Object Detection & Segmentation with Meta Detectron2 Deep Learning
- Applying a Risk-Aware Portfolio Rebalancing Strategy to ETF, Energy, Pharma, and Aerospace/Defense Stocks in 2023
- Using AI/ANN AUC>90% for Early Diagnosis of Cardiovascular Disease (CVD)
Cross-Browser Compatibility Issues:
If you are currently using Internet Explorer 11 (IE11), it is strongly recommended that you switch to a more modern browser, such as Google Chrome, Mozilla Firefox, Safari, or Microsoft Edge. IE11 is considered outdated and will no longer be supported. Automated tools that generate parts of the website source code are updated to exclude unsupported browsers.
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Our Python software has been released under the Apache 2.0 open source license.
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