Hands-on Python tutorials on machine learning, data science, and generative AI — with real-world business use cases in finance, retail, healthcare, and more.https://www.relataly.com/https://www.relataly.com/ai-use-case-hub-real-world-ai-use-cases/14445/https://www.relataly.com/ai-use-case-hub-real-world-ai-use-cases/14445/Explore 3,000+ real-world AI use cases, save favorites, set company and industry alerts, and build your own impact-effort matrix for free.Sun, 14 Jun 2026 10:09:48 GMTUse Caseshttps://www.relataly.com/agentic-web-scraping-with-azure-ai-foundry-agent-service-insights-from-building-aiusecasehub-com/14376/https://www.relataly.com/agentic-web-scraping-with-azure-ai-foundry-agent-service-insights-from-building-aiusecasehub-com/14376/Discover how AIUseCaseHub.com uses agentic web scraping with Azure AI Foundry Agent Service, multi-agent orchestration and tool calling.Sun, 15 Jun 2025 19:59:33 GMTGenerative AILanguage GenerationMarketing AutomationNatural Language ProcessingOpenAIPrompt EngineeringUse CasesVector Databaseshttps://www.relataly.com/the-road-towards-general-artificial-intelligence-agi-a-few-thoughts-on-current-ai-limitations/14322/https://www.relataly.com/the-road-towards-general-artificial-intelligence-agi-a-few-thoughts-on-current-ai-limitations/14322/This article explores the limitations of current LLMs and highlights six key areas where AGI is expected to excel beyond today's AI models.Sat, 17 Feb 2024 12:59:39 GMTGenerative AIOpenAIhttps://www.relataly.com/voice-conversations-with-azure-ai/14291/https://www.relataly.com/voice-conversations-with-azure-ai/14291/Learn how to build a conversational voice bot in Python with the latest models from Azure OpenAI and Azure AI Spech Services.Thu, 08 Feb 2024 21:09:50 GMTAzure Machine LearningChatBotsGenerative AIOpenAIPythonhttps://www.relataly.com/text-to-sql-with-llms-embracing-the-future-of-data-interaction/14234/https://www.relataly.com/text-to-sql-with-llms-embracing-the-future-of-data-interaction/14234/Explore the future of database interaction with our comprehensive guide on Text-to-SQL technology using Large Language Models (LLMs).Thu, 28 Dec 2023 11:07:58 GMTFinanceHealthcareInsuranceLogisticsNatural Language ProcessingText-to-sqlhttps://www.relataly.com/building-a-digital-ai-assistant-for-your-software-application/14056/https://www.relataly.com/building-a-digital-ai-assistant-for-your-software-application/14056/Explore the new era of digital interaction with LLM-powered virtual AI assistants. This article offers rare insights into the architectureWed, 05 Jul 2023 12:45:27 GMTChatBotsFinanceGenerative AIHealthcareInsuranceLanguage GenerationLogisticsNatural Language ProcessingOpenAIResponsible AIRetailTelecommunicationsVector Databaseshttps://www.relataly.com/step-by-step-guide-to-building-your-own-chatgpt-on-a-custom-knowledge-base-in-python-leveraging-mongo-db-and-embeddings/13687/https://www.relataly.com/step-by-step-guide-to-building-your-own-chatgpt-on-a-custom-knowledge-base-in-python-leveraging-mongo-db-and-embeddings/13687/Use OpenAI to enable users to chat with your business data by learning how to build a custom ChatGPT using Cosmos Mongo DB vCore and Python.Sat, 27 May 2023 13:25:08 GMTChatBotsClusteringData ScienceFinanceGenerative AIHealthcareInsuranceLanguage GenerationLogisticsMarketing AutomationNatural Language ProcessingOpenAIPrompt EngineeringRetailSentiment AnalysisUse CasesVector Databaseshttps://www.relataly.com/vector-databases-the-rising-star-in-generative-ai-infrastructure/13599/https://www.relataly.com/vector-databases-the-rising-star-in-generative-ai-infrastructure/13599/How vector databases are transforming AI applications and LLMs by enabling efficient handling of unstructured data and fast similarity search.Sat, 06 May 2023 22:43:36 GMTChatBotsMachine LearningNatural Language ProcessingOpenAIhttps://www.relataly.com/how-to-build-a-twitter-news-bot-with-openai-and-newsapi/13581/https://www.relataly.com/how-to-build-a-twitter-news-bot-with-openai-and-newsapi/13581/This tutorial guides you through creating an intelligent bot fetching and sharing relevant news updates on Twitter.Fri, 05 May 2023 22:15:20 GMTAlgorithmsGenerative AILanguage GenerationNewsAPIOpenAITwitter APIUse Caseshttps://www.relataly.com/from-pirates-to-nobleman-simulating-conversations-between-openais-chatgpt-and-itself-using-python/13525/https://www.relataly.com/from-pirates-to-nobleman-simulating-conversations-between-openais-chatgpt-and-itself-using-python/13525/A ChatGPT Python script that simulates a conversation between a pirate and a nobleman on life's meaning. Customize the characters; code on GitHub.Mon, 24 Apr 2023 22:44:52 GMTChatBotsGenerative AILanguage GenerationOpenAIhttps://www.relataly.com/exploring-the-journey-of-the-swiss-economy-in-adopting-openai-chatgpt-and-co/13486/https://www.relataly.com/exploring-the-journey-of-the-swiss-economy-in-adopting-openai-chatgpt-and-co/13486/How the Swiss economy is adopting OpenAI — from companies yet to explore its potential to those with a proven track record of implementing it.Sun, 23 Apr 2023 21:03:03 GMTFinanceGenerative AIHealthcareInsuranceLogisticsManufacturingNatural Language ProcessingTelecommunicationshttps://www.relataly.com/mastering-prompt-engineering-for-chatgpt-a-practical-guide-for-businesses/13134/https://www.relataly.com/mastering-prompt-engineering-for-chatgpt-a-practical-guide-for-businesses/13134/Discover typical challenges and learn how to engineer prompts for the successful use of ChatGPT in a business context.Thu, 30 Mar 2023 22:25:44 GMTFinanceGenerative AIHealthcareInsuranceLogisticsMachine LearningNatural Language ProcessingOpenAIPrompt Engineeringhttps://www.relataly.com/eliminating-friction-how-openais-gpt-streamlines-online-experiences-and-reduces-the-need-for-google-searches/13171/https://www.relataly.com/eliminating-friction-how-openais-gpt-streamlines-online-experiences-and-reduces-the-need-for-google-searches/13171/Learn about digital friction and how OpenAI's GPT technology can help reduce it, improving user experience across products and services.Mon, 27 Mar 2023 08:35:21 GMTFinanceHealthcareInsuranceLogisticsMarketing AutomationNatural Language ProcessingOpenAIRetailUse Caseshttps://www.relataly.com/chatgpt-style-guide-understanding-voice-and-tone-options-for-engaging-conversations/13065/https://www.relataly.com/chatgpt-style-guide-understanding-voice-and-tone-options-for-engaging-conversations/13065/This ChatGPT style guide presents voice and tone options and explains how you can trigger them with simple language.Sun, 19 Mar 2023 19:42:03 GMTAlgorithmsFeature EngineeringLanguage GenerationOpenAIPrompt Engineeringhttps://www.relataly.com/building-fair-machine-machine-learning-models-with-fairlearn/12804/https://www.relataly.com/building-fair-machine-machine-learning-models-with-fairlearn/12804/Move towards responsible AI by using FairLearn, an open-source Python package for assessing and mitigating unfairness in machine learning.Thu, 09 Mar 2023 23:45:16 GMTData ScienceDecision TreesFairlearnHyperparameter TuningResponsible AIhttps://www.relataly.com/openai-gpt-chatgpt-in-a-business-context-whats-the-value-proposition/12282/https://www.relataly.com/openai-gpt-chatgpt-in-a-business-context-whats-the-value-proposition/12282/Discover the unique value proposition of OpenAI's GPT models, including ChatGPT, and why they're causing such a buzz in the world of AI.Sat, 25 Feb 2023 17:30:59 GMTFinanceHealthcareInsuranceLanguage GenerationLogisticsManufacturingOpenAISentiment AnalysisTopic ModellingUse Caseshttps://www.relataly.com/business-use-cases-for-openai-gpt-models-chatgpt-davinci/12200/https://www.relataly.com/business-use-cases-for-openai-gpt-models-chatgpt-davinci/12200/Learn about the top 9 use cases for implementing OpenAI's GPT models such as ChatGPT, and Davinci in a business context.Sat, 25 Feb 2023 16:30:48 GMTFinanceHealthcareInsuranceLanguage GenerationLogisticsManufacturingNatural Language ProcessingOpenAIRetailTelecommunicationsUse Caseshttps://www.relataly.com/foundation-models-are-here-how-will-they-impact-traditional-machine-learning/14189/https://www.relataly.com/foundation-models-are-here-how-will-they-impact-traditional-machine-learning/14189/Just a year ago, ChatGPT was launched, and it has since catalyzed a seismic shift in the AI landscape. Given the astonishing capabilities of generative AI…Sat, 25 Feb 2023 09:03:16 GMTAlgorithmsGenerative AILinear RegressionMachine LearningNeural NetworksRecurrent Neural NetworksReinforcement Learninghttps://www.relataly.com/automated-prompt-generation-for-dall-e-using-chatgpt-in-python-a-step-by-step-api-tutorial/12143/https://www.relataly.com/automated-prompt-generation-for-dall-e-using-chatgpt-in-python-a-step-by-step-api-tutorial/12143/In this step-by-step tutorial, we show how to generate detailed OpenAI DALL-E prompts using ChatGPT in Python.Sat, 21 Jan 2023 23:20:41 GMTLanguage GenerationMarketing AutomationNatural Language ProcessingOpenAIPythonREST APIshttps://www.relataly.com/using-chatgpt-and-other-openai-models-via-apis-in-python/12068/https://www.relataly.com/using-chatgpt-and-other-openai-models-via-apis-in-python/12068/Unleash the power of AI with OpenAI's models: A comprehensive guide on how to interact with ChatGPT, and other language models via the OpenAI API in Python.Thu, 19 Jan 2023 22:52:24 GMTNatural Language ProcessingOpenAIREST APIshttps://www.relataly.com/predictive-maintenance-predicting-machine-failure-with-python/10618/https://www.relataly.com/predictive-maintenance-predicting-machine-failure-with-python/10618/By using machine learning and Python, businesses can predict equipment failures before they happen and optimize their maintenance cycles.Sun, 08 Jan 2023 20:34:44 GMTAlgorithmsClassification (multi-class)Cross-ValidationData VisualizationExploratory Data Analysis (EDA)Gradient BoostingMachine LearningManufacturingPlotlyPredictive MaintenancePythonScikit-LearnSeabornYahoo Finance APIhttps://www.relataly.com/customer-segmentation-using-hierarchical-clustering-in-python/11335/https://www.relataly.com/customer-segmentation-using-hierarchical-clustering-in-python/11335/In this tutorial, we will use Python and the scikit-learn library to apply hierarchical clustering to a dataset of customer data.Thu, 22 Dec 2022 18:50:14 GMTAgglomerative ClusteringAlgorithmsClusteringCustomer SegmentationData ScienceData VisualizationExploratory Data Analysis (EDA)FinanceInsuranceKaggle CompetitionsMachine LearningMarketing AutomationPythonScikit-LearnSeabornTelecommunicationsUse Caseshttps://www.relataly.com/time-series-forecasting-using-facebook-prophet-in-python/10351/https://www.relataly.com/time-series-forecasting-using-facebook-prophet-in-python/10351/This tutorial gives an overview of Facebook Prophet and shows how to use the framework in Python to create a univariate time series forecast.Thu, 15 Dec 2022 22:54:34 GMTCryptoCompare APIFacebook ProphetFinancePythonREST APIsSeabornStock Market ForecastingTime Series ForecastingUse CasesYahoo Finance APIhttps://www.relataly.com/top-5-machine-learning-use-cases-in-insurance/10489/https://www.relataly.com/top-5-machine-learning-use-cases-in-insurance/10489/Machine learning is transforming the insurance industry by providing new and powerful ways to analyze and manage risk.Sat, 10 Dec 2022 17:18:32 GMTInsuranceUse Caseshttps://www.relataly.com/seven-metrics-for-on-chain-analysis-in-python/10098/https://www.relataly.com/seven-metrics-for-on-chain-analysis-in-python/10098/This article combines blockchain data and historic crypto prices from CryptoCompare in a comprehensive on-chain analysis using Python.Sat, 12 Nov 2022 12:05:00 GMTBlockchain & Crypto AnalyticsCorrelationCrypto Exchange APIsCryptoCompare APIData ScienceFinancePythonREST APIsSeabornUse Caseshttps://www.relataly.com/using-pandas-datareader-in-python/10934/https://www.relataly.com/using-pandas-datareader-in-python/10934/The Python library Pandas is a useful package that makes it easy to access a variety of popular data sources on the Internet.Sat, 15 Oct 2022 18:14:00 GMTData ScienceData SourcesPythonTechYahoo Finance APIhttps://www.relataly.com/exploratory-feature-preparation-for-regression-with-python-and-scikit-learn/8832/https://www.relataly.com/exploratory-feature-preparation-for-regression-with-python-and-scikit-learn/8832/This guide provides tips on feature exploration, engineering, and selection for machine learning using Python and Scikit-LearnMon, 26 Sep 2022 20:20:29 GMTAlgorithmsData VisualizationExploratory Data Analysis (EDA)Feature EngineeringFeature Permutation ImportanceLinear RegressionMachine LearningMeasuring Model PerformancePythonRandom Decision ForestsSales ForecastingScikit-LearnSeabornSimple RegressionUse Caseshttps://www.relataly.com/content-based-movie-recommender-using-python/4294/https://www.relataly.com/content-based-movie-recommender-using-python/4294/This article shows how to employ a bag of words model and cosine similarities to create a content-based movie recommender with Python.Mon, 25 Jul 2022 11:29:00 GMTContent-based FilteringCorrelationCosine SimilarityMachine LearningnltkPythonRecommender SystemsRetailScikit-LearnSeabornhttps://www.relataly.com/crypto-market-cluster-analysis-using-affinity-propagation-python/8114/https://www.relataly.com/crypto-market-cluster-analysis-using-affinity-propagation-python/8114/This tutorial shows how to use affinity propagation to analyze asset clusters in the crypto market using Python.Mon, 02 May 2022 18:34:02 GMTAffinity Propagation (Clustering)ClusteringCoinmarketcap APICorrelationCovarianceCrypto Exchange APIsData VisualizationDimensionality ReductionFinancePythonScikit-LearnSeabornStock Market ForecastingTime Series Forecastinghttps://www.relataly.com/using-random-search-to-tune-the-hyperparameters-of-a-random-decision-forest-with-python/6875/https://www.relataly.com/using-random-search-to-tune-the-hyperparameters-of-a-random-decision-forest-with-python/6875/Learn how to use Random Search to tune the model hyperparameters of a Random Forest with Python that predicts house sale prices.Thu, 07 Apr 2022 15:55:36 GMTAlgorithmsClassification (two-class)Cross-ValidationFinanceHyperparameter TuningMachine LearningPythonRandom Decision ForestsSales ForecastingScikit-LearnSeabornUse Caseshttps://www.relataly.com/pyspark-distributed-computing-tutorial-analyzing-zurich-weather-data-with-python/2739/https://www.relataly.com/pyspark-distributed-computing-tutorial-analyzing-zurich-weather-data-with-python/2739/This tutorial teaches the basics of Big Data analytics with Pyspark, based on the ingestion, processing, and analysis of Zurich weather data.Sun, 03 Apr 2022 12:49:00 GMTData VisualizationPySparkPythonSeabornWeather Analyticshttps://www.relataly.com/introduction-to-bigdata-analytics-with-apache-spark-concepts-and-architecture/6324/https://www.relataly.com/introduction-to-bigdata-analytics-with-apache-spark-concepts-and-architecture/6324/This tutorial explains the concepts and architecture behind Apache Spark, a mighty big data processing and analytics framework.Tue, 22 Mar 2022 21:56:52 GMTPySparkhttps://www.relataly.com/measuring-classification-performance-in-machine-learning-with-python-and-scikit-learn/846/https://www.relataly.com/measuring-classification-performance-in-machine-learning-with-python-and-scikit-learn/846/Using confusion matrix and error metrics for measuring classification performance in machine learning with Python.Fri, 31 Dec 2021 17:37:00 GMTClassification (multi-class)Classification (two-class)HealthcareMachine LearningMeasuring Model PerformanceRandom Decision Forestshttps://www.relataly.com/stock-price-prediction-multi-output-regression-using-neural-networks-in-python/5800/https://www.relataly.com/stock-price-prediction-multi-output-regression-using-neural-networks-in-python/5800/This tutorial develops a multi-output regression model in Python that generates a multi-day stock market forecast for the S&P500Tue, 13 Jul 2021 19:10:23 GMTFinanceKerasNeural NetworksPythonRecurrent Neural NetworksScikit-LearnSeabornStock Market ForecastingTime Series ForecastingYahoo Finance APIhttps://www.relataly.com/simple-cluster-analysis-with-k-means-with-python/5070/https://www.relataly.com/simple-cluster-analysis-with-k-means-with-python/5070/This tutorial presents k-mean clustering and how to perform a cluster analysis on synthetic data with Python and Scikit-Learn.Sun, 27 Jun 2021 16:21:01 GMTAlgorithmsClusteringCorrelationCovarianceK-MeansPythonScikit-LearnSeabornSynthetic DataUse Caseshttps://www.relataly.com/multivariate-outlier-detection-using-isolation-forests-in-python-detecting-credit-card-fraud/4233/https://www.relataly.com/multivariate-outlier-detection-using-isolation-forests-in-python-detecting-credit-card-fraud/4233/This article describes multivariate anomaly detection in the example of credit card fraud using Random Isolation Forests in PythonWed, 16 Jun 2021 07:33:00 GMTAnomaly DetectionClassification (two-class)FinanceFraud DetectionK-Nearest Neighbors (KNN)Local Outlier FactorPythonRandom Isolation ForestScikit-LearnSeabornhttps://www.relataly.com/building-a-movie-recommender-using-collaborative-filtering/4376/https://www.relataly.com/building-a-movie-recommender-using-collaborative-filtering/4376/This article shows how to build a recommender system for movies with python. The approach used is based on collaborative filtering.Mon, 31 May 2021 10:29:35 GMTAlgorithmsCollaborative FilteringRecommender SystemsRecommender SystemsRetailSurprise LibUse Caseshttps://www.relataly.com/building-a-twitter-bot-for-trading-signals-using-python/3974/https://www.relataly.com/building-a-twitter-bot-for-trading-signals-using-python/3974/In this article, we will create a Twitter signal bot in Python that analyzes crypto prices for notable events and notifies users on Twitter.Wed, 19 May 2021 04:57:00 GMTAlgorithmic TradingFinanceGate.io APIPythonStock Market ForecastingTime Series ForecastingTwitter APIhttps://www.relataly.com/streaming-crypto-prices-via-the-gate-io-api-with-python/3982/https://www.relataly.com/streaming-crypto-prices-via-the-gate-io-api-with-python/3982/The Gate.io API provides access to market prices of a variety of cryptocurrencies. Learn to retrieve price data via the API using Python.Tue, 11 May 2021 07:17:14 GMTFinanceGate.io APIPythonREST APIshttps://www.relataly.com/posting-tweets-on-twitter-using-python-and-tweepy/3925/https://www.relataly.com/posting-tweets-on-twitter-using-python-and-tweepy/3925/This article lays the foundation for building a Twitter bot by showing how to submit tweets via the Twitter API using Python and Tweepy.Sun, 09 May 2021 13:14:45 GMTREST APIsTwitter APIhttps://www.relataly.com/requesting-crypto-price-data-from-the-coinmarketcap-api-using-python/3474/https://www.relataly.com/requesting-crypto-price-data-from-the-coinmarketcap-api-using-python/3474/Learn how to request crypto price data from the Coinmarketcap REST API and store it in a local SQLite DB using Python and Pewee.Sun, 18 Apr 2021 19:11:29 GMTCoinmarketcap APIREST APIsSQLiteStock Market Forecastinghttps://www.relataly.com/predicting-crimes-in-san-francisco-creatingsf-crime-map-using-xgboost/2960/https://www.relataly.com/predicting-crimes-in-san-francisco-creatingsf-crime-map-using-xgboost/2960/This article predicts crime types in San Francisco with the XGboost classifier in Python and displays them on a crime map of SFSun, 07 Mar 2021 15:16:19 GMTAlgorithmsClassification (multi-class)Decision TreesFighting CrimeGradient BoostingInsuranceKaggle CompetitionsMachine LearningmplleafletPythonRandom Decision ForestsScikit-LearnSeabornhttps://www.relataly.com/forecasting-beer-sales-with-arima-in-python/2884/https://www.relataly.com/forecasting-beer-sales-with-arima-in-python/2884/This Python tutorial shows how to use Auto-ARIMA for time series forecasting using the example of forecasting beer sales.Wed, 03 Feb 2021 21:23:08 GMTARIMALogisticsManufacturingPythonRetailSales ForecastingstatsmodelsStock Market ForecastingTelecommunicationsTime Series ForecastingUse Caseshttps://www.relataly.com/cryptocurrency-price-charts-with-color-overlay-python/2820/https://www.relataly.com/cryptocurrency-price-charts-with-color-overlay-python/2820/Create color-coded cryptocurrency price charts with Python to visualize the lag between price points and the bitcoin halving.Tue, 19 Jan 2021 20:03:16 GMTCoinbase APICorrelationData ScienceData SourcesData VisualizationPythonSeabornStock Market Forecastinghttps://www.relataly.com/accessing-twitter-data-via-the-twitter-rest-api/1976/https://www.relataly.com/accessing-twitter-data-via-the-twitter-rest-api/1976/Discover how you can use the twitter API to access tweets and images from twitter with Python and use them in your data science project.Sun, 03 Jan 2021 20:46:47 GMTData ScienceData SourcesPythonTwitter APIhttps://www.relataly.com/image-classification-with-deep-learning/2485/https://www.relataly.com/image-classification-with-deep-learning/2485/Learn about image classification with deep learning and develop a convolutional neural network that distinguishes between cats and dogs!Sun, 13 Dec 2020 13:09:31 GMTClassification (two-class)Convolutional Neural Network (CNN)Data SourcesImage RecognitionKerasNeural NetworksPythonTensorflowUse Caseshttps://www.relataly.com/predicting-the-customer-churn-of-a-telecommunications-provider/2378/https://www.relataly.com/predicting-the-customer-churn-of-a-telecommunications-provider/2378/This tutorial shows how to build a customer churn prediction model in telecommunications. We will use Python and measure feature importance.Sun, 02 Aug 2020 11:24:28 GMTChurn PredictionClassification (two-class)Data ScienceData SourcesFeature Permutation ImportanceHyperparameter TuningMachine LearningPythonRandom Decision ForestsRetailScikit-LearnSeabornUse Caseshttps://www.relataly.com/hyperparameter-tuning-with-grid-search/2261/https://www.relataly.com/hyperparameter-tuning-with-grid-search/2261/Learn how to tune the model hyperparameters of a Random Forest that predicts the survival of Titanic passengers using grid search in Python.Mon, 06 Jul 2020 19:16:52 GMTClassification (two-class)Hyperparameter TuningInsuranceLogisticsMachine LearningPythonRandom Decision ForestsRisk ManagementScikit-LearnSeabornhttps://www.relataly.com/feature-engineering-for-multivariate-time-series-models-with-python/1813/https://www.relataly.com/feature-engineering-for-multivariate-time-series-models-with-python/1813/Feature engineering for multivariate time series models using the example of stock market forecasting with Python and Keras Neural Networks.Mon, 29 Jun 2020 19:47:28 GMTAlgorithmsFeature EngineeringFinanceKerasMachine LearningNeural NetworksPythonRecurrent Neural NetworksStock Market ForecastingTensorflowTime Series ForecastingUse CasesYahoo Finance APIhttps://www.relataly.com/simple-sentiment-analysis-using-naive-bayes-and-logistic-regression/2007/https://www.relataly.com/simple-sentiment-analysis-using-naive-bayes-and-logistic-regression/2007/This article deals with sentiment analysis and shows how to build a sentiment classifier using logistic regression and naive Bayes in Python.Sat, 20 Jun 2020 19:49:05 GMTAlgorithmsClassification (multi-class)FinanceInsuranceLogistic RegressionMachine LearningNaive BayesNatural Language ProcessingPythonRetailScikit-LearnSeabornSentiment AnalysisTelecommunicationshttps://www.relataly.com/stock-market-prediction-using-multivariate-time-series-in-python/1815/https://www.relataly.com/stock-market-prediction-using-multivariate-time-series-in-python/1815/This tutorial shows how to model a multivariate time series using a recurrent neural network to forecast the stock market.Mon, 01 Jun 2020 15:20:46 GMTAlgorithmsFinanceKerasMachine LearningNeural NetworksPythonRecurrent Neural NetworksStock Market ForecastingTensorflowTime Series ForecastingUse Caseshttps://www.relataly.com/predicting-the-purchase-intention-of-online-shoppers/982/https://www.relataly.com/predicting-the-purchase-intention-of-online-shoppers/982/Learn to use logistic regression to solve two-class prediction problems in Python by classifying online shoppers' purchase intentions.Mon, 11 May 2020 19:42:35 GMTAlgorithmsClassification (two-class)Data ScienceData SourcesFeature Permutation ImportanceInsuranceKaggle CompetitionsLogistic RegressionMachine LearningMarketing AutomationPythonRetailSales ForecastingScikit-LearnSeabornhttps://www.relataly.com/regression-error-metrics-python/923/https://www.relataly.com/regression-error-metrics-python/923/This tutorial presents six regression error metrics to measure model performance and shows how to implement them with Python and Scikit-learnMon, 04 May 2020 07:34:09 GMTAlgorithmsData ScienceMeasuring Model PerformanceNeural NetworksPythonRecurrent Neural NetworksSynthetic DataTime Series Forecastinghttps://www.relataly.com/multi-step-time-series-forecasting-a-step-by-step-guide/275/https://www.relataly.com/multi-step-time-series-forecasting-a-step-by-step-guide/275/This article shows how to create a rolling multi-step forecast for a rising sine curve using Keras neural networks with lstm layers in PythonSun, 19 Apr 2020 07:59:49 GMTAlgorithmsData ScienceKerasNeural NetworksPythonRecurrent Neural NetworksSynthetic DataTensorflowTime Series Forecastinghttps://www.relataly.com/visualize-covid-19-data-on-a-geographic-heat-maps/291/https://www.relataly.com/visualize-covid-19-data-on-a-geographic-heat-maps/291/Geographic heat maps are powerful to visualize spatial data. Learn to use heat maps with Python and GeoPandas to visualize COVID-19 dataWed, 08 Apr 2020 20:03:00 GMTData ScienceData SourcesData VisualizationGeo Heat MapsGeoPandasPythonhttps://www.relataly.com/stock-market-correlation-matrix-in-python/103/https://www.relataly.com/stock-market-correlation-matrix-in-python/103/COVID-19 has had a strong impact on the global stock market. We can measure this influence with a stock market correlation matrix in Python.Sun, 05 Apr 2020 14:08:00 GMTCorrelationData SciencePythonSeabornStock Market ForecastingYahoo Finance APIhttps://www.relataly.com/changing-prediction-intervals-for-time-series-forecasting-models/169/https://www.relataly.com/changing-prediction-intervals-for-time-series-forecasting-models/169/This tutorial shows how to adjust prediction intervals in time series forecasting using Keras recurrent neural networks and Python.Wed, 01 Apr 2020 14:37:56 GMTAlgorithmic TradingAlgorithmsFinanceKerasNeural NetworksPythonRecurrent Neural NetworksStock Market ForecastingTensorflowTime Series Forecastinghttps://www.relataly.com/univariate-stock-market-forecasting-using-a-recurrent-neural-network/122/https://www.relataly.com/univariate-stock-market-forecasting-using-a-recurrent-neural-network/122/This article shows how to train a univariate neural network model for stock market forecasting with Python and Scikit-learn.Mon, 23 Mar 2020 23:38:39 GMTAlgorithmsData ScienceFinanceKerasNeural NetworksPythonRecurrent Neural NetworksStock Market ForecastingTensorflowTime Series ForecastingUse Caseshttps://www.relataly.com/access-remote-data-sources-using-rest-apis-in-python/278/https://www.relataly.com/access-remote-data-sources-using-rest-apis-in-python/278/This article shows how to access remote data sources via REST APIs in Python. Two examples are given: Using Pandas Webreader and Requests.Sun, 01 Mar 2020 12:15:00 GMTData ScienceData SourcesPythonStatworx COVID-19 APITechYahoo Finance APIhttps://www.relataly.com/anaconda-python-environment-machine-learning/1663/https://www.relataly.com/anaconda-python-environment-machine-learning/1663/Get started with Python Machine Learning and set up the Anaconda Python Environment and Python packages, incl. Jupyter Notebooks.Fri, 14 Feb 2020 13:05:24 GMTAnaconda EnvironmentData SciencePythonhttps://www.relataly.com/predict-flight-delays-azure/57/https://www.relataly.com/predict-flight-delays-azure/57/Want to learn about flight delay prediction? This tutorial develops a classifier in Azure Machine Learning that predicts flight delays.Tue, 15 Oct 2019 16:10:23 GMTAlgorithmsAzure Machine LearningClassification (two-class)Decision TreesLogisticsMachine LearningRisk ManagementUse Cases