{"id":10332,"date":"2026-08-10T10:17:52","date_gmt":"2026-08-10T10:17:52","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-fastapi-banking-api-with-aiml-transaction-fraud-detection-2025-9\/"},"modified":"2026-08-10T10:17:52","modified_gmt":"2026-08-10T10:17:52","slug":"udemy-fastapi-banking-api-with-aiml-transaction-fraud-detection-2025-9","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-fastapi-banking-api-with-aiml-transaction-fraud-detection-2025-9\/","title":{"rendered":"Udemy \u2013 FASTAPI Banking API with AI&#038;ML Transaction Fraud Detection 2025-9"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2><span style=\"vertical-align: inherit;\">Description<\/span><\/h2>\n<p><span style=\"vertical-align: inherit;\"><strong>FASTAPI Banking API with AI&amp;ML Transaction Fraud Detection<\/strong>. This course goes beyond developing simple APIs and shows participants how to design a complete, production-ready, secure, and scalable banking system. This course offers a unique approach to training with an emphasis on practical applications and the use of advanced technologies. Participants in this course will learn to build a real banking system using FastAPI and SQLModel. They will be able to implement an AI and machine learning-based fraud detection system using MLflow and scikit-learn. They will also gain containerization skills with Docker, reverse proxying, and load balancing with Traefik. Managing high-volume transactions using Celery, Redis, and RabbitMQ are other key topics of this course. In addition, participants will learn how to secure APIs using industry authentication standards.<\/span><\/p>\n<div data-purpose=\"safely-set-inner-html:description:description\">\n<p data-sourcepos=\"7:1-7:767\"><span style=\"vertical-align: inherit;\">During this course, participants will learn how to design a robust banking API architecture using domain-centric design principles. They will learn how to implement secure user authentication using JWT, OTP verification, and request rate limiting. Creating a transaction processing process with currency conversion and fraud detection are other important topics of this course. Participants will also learn how to build a machine learning pipeline for real-time transaction risk analysis. Deploying with Docker Compose and managing traffic with Traefik, scaling the application using asynchronous Celery, monitoring the system using comprehensive logging with Loguru, training, evaluating, and deploying ML models with MLflow, and working with PostgreSQL using SQLModel and Alembic for database migrations are among the skills covered in this course.<\/span><\/p>\n<h3 data-sourcepos=\"11:1-11:24\"><strong><span style=\"vertical-align: inherit;\">What you will learn<\/span><\/strong><\/h3>\n<ul data-sourcepos=\"13:1-20:0\">\n<li data-sourcepos=\"13:1-13:72\"><span style=\"vertical-align: inherit;\">How to integrate Docker with Celery, Redis, RabbitMQ, MLflow, and FastAPI.<\/span><\/li>\n<li data-sourcepos=\"14:1-14:109\"><span style=\"vertical-align: inherit;\">How to use scikit-learn, NumPy, and Pandas for machine learning and build a transaction analysis and fraud detection system.<\/span><\/li>\n<li data-sourcepos=\"15:1-15:88\"><span style=\"vertical-align: inherit;\">How to use MLflow to create machine learning training pipelines and manage the model lifecycle.<\/span><\/li>\n<li data-sourcepos=\"16:1-16:58\"><span style=\"vertical-align: inherit;\">How to use reverse proxies and load balancing with Traefik.<\/span><\/li>\n<li data-sourcepos=\"17:1-17:72\"><span style=\"vertical-align: inherit;\">How to manage multiple Docker containers with Portainer in development and production environments.<\/span><\/li>\n<li data-sourcepos=\"18:1-18:42\"><span style=\"vertical-align: inherit;\">How to use Loguru for comprehensive logging.<\/span><\/li>\n<li data-sourcepos=\"19:1-20:0\"><span style=\"vertical-align: inherit;\">How to use Redis, RabbitMQ, and Celery to process machine learning tasks in the background.<\/span><\/li>\n<\/ul>\n<h3 data-sourcepos=\"21:1-21:31\"><strong><span style=\"vertical-align: inherit;\">This course is suitable for people who:<\/span><\/strong><\/h3>\n<ul data-sourcepos=\"23:1-26:0\">\n<li data-sourcepos=\"23:1-23:64\"><span style=\"vertical-align: inherit;\">Python developers interested in building fintech APIs.<\/span><\/li>\n<li data-sourcepos=\"24:1-24:87\"><span style=\"vertical-align: inherit;\">Intermediate Python developers with at least one year of experience (more experience is an advantage).<\/span><\/li>\n<li data-sourcepos=\"25:1-26:0\"><span style=\"vertical-align: inherit;\">Intermediate Python developers who are interested in applying machine learning to real-world projects.<\/span><\/li>\n<\/ul>\n<\/div>\n<h3><span style=\"vertical-align: inherit;\">FASTAPI Banking API with AI&amp;ML Transaction Fraud Detection course details.<\/span><\/h3>\n<ul>\n<li><span style=\"vertical-align: inherit;\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/fastapi-banking-with-ai-ml-fraud-detection\/?couponCode=CP130525\" target=\"_blank\" rel=\"noopener\"><span style=\"vertical-align: inherit;\">Udemy<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit;\">Instructor:&nbsp; <\/span><a class=\"ud-btn ud-btn-medium ud-btn-link ud-heading-sm ud-text-sm ud-instructor-links\" href=\"https:\/\/downloadlynet.ir\/tag\/alpha-omondi-ogilo\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit;\">Alpha Omondi Ogilo<\/span><\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit;\">Training level: Beginner to advanced<\/span><\/li>\n<li><span style=\"vertical-align: inherit;\">Training duration: 32 hours and 59 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit;\">Number of lessons: 297<\/span><\/li>\n<\/ul>\n<h3><span style=\"vertical-align: inherit;\">Course Content<\/span><\/h3>\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-1008573 aligncenter\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/09\/FASTAPI-Banking-API-with-AIML-Transaction-Fraud-Detection-Content.png\" alt=\"FASTAPI Banking API with AI&amp;ML Transaction Fraud Detection\" width=\"872\" height=\"1535\"><\/p>\n<h3><span style=\"vertical-align: inherit;\">Prerequisites for the FASTAPI Banking API with AI&amp;ML Transaction Fraud Detection course<\/span><\/h3>\n<div class=\"ud-block-list-item ud-block-list-item-small ud-block-list-item-tight ud-block-list-item-neutral ud-text-sm\">\n<ul>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left;\"><span style=\"vertical-align: inherit;\">This course is NOT for absolute beginners.<\/span><\/li>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left;\"><span style=\"vertical-align: inherit;\">This course is targeted at Python developers with at least 1 year of web development experience or more<\/span><\/li>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left;\"><span style=\"vertical-align: inherit;\">You should be familiar with the basic concepts surrounding shell scripts, Docker, and FastAPI.<\/span><\/li>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left;\"><span style=\"vertical-align: inherit;\">You should be familiar with concepts surrounding asynchronous python.<\/span><\/li>\n<\/ul>\n<\/div>\n<h3><span style=\"vertical-align: inherit;\">Course images<\/span><\/h3>\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-1008574 aligncenter\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/09\/FASTAPI-Banking-API-with-AIML-Transaction-Fraud-Detection.png\" alt=\"FASTAPI Banking API with AI&amp;ML Transaction Fraud Detection\" width=\"871\" height=\"349\"><\/p>\n<h3><span style=\"vertical-align: inherit;\">Sample course video<\/span><\/h3>\n<div style=\"width: 640px;\" class=\"wp-video\"><span class=\"mejs-offscreen\">Video Player<\/span><\/p>\n<div id=\"mep_0\" class=\"mejs-container mejs-container-keyboard-inactive wp-video-shortcode mejs-video\" tabindex=\"0\" role=\"application\" aria-label=\"Video Player\" style=\"width: 640px; height: 360px; min-width: 217px;\">\n<div class=\"mejs-inner\">\n<div class=\"mejs-mediaelement\"><mediaelementwrapper id=\"video-164947-1\"><video class=\"wp-video-shortcode\" id=\"video-164947-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/FastAPI_AI_and_Machine_Learning_for_Bank_Fraud_Detection_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/FastAPI_AI_and_Machine_Learning_for_Bank_Fraud_Detection_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/FastAPI_AI_and_Machine_Learning_for_Bank_Fraud_Detection_Downloadly.ir.mp4?nocache=1786137776861\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/FastAPI_AI_and_Machine_Learning_for_Bank_Fraud_Detection_Downloadly.ir.mp4<\/a><\/video><\/mediaelementwrapper><\/div>\n<div class=\"mejs-layers\">\n<div class=\"mejs-poster mejs-layer\" style=\"display: none; width: 100%; height: 100%;\"><\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-loading\"><span class=\"mejs-overlay-loading-bg-img\"><\/span><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-error\"><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer mejs-overlay-play\" style=\"width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-button\" role=\"button\" tabindex=\"0\" aria-label=\"Play\" aria-pressed=\"false\"><\/div>\n<\/div>\n<\/div>\n<div class=\"mejs-controls\">\n<div class=\"mejs-button mejs-playpause-button mejs-play\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Play\" aria-label=\"Play\" tabindex=\"0\"><\/button><\/div>\n<div class=\"mejs-time mejs-currenttime-container\" role=\"timer\" aria-live=\"off\"><span class=\"mejs-currenttime\">00:00<\/span><\/div>\n<div class=\"mejs-time-rail\"><span class=\"mejs-time-total mejs-time-slider\" role=\"slider\" tabindex=\"0\" aria-label=\"Time Slider\" aria-valuemin=\"0\" aria-valuemax=\"0\" aria-valuenow=\"0\" aria-valuetext=\"00:00\"><span class=\"mejs-time-buffering\" style=\"display: none;\"><\/span><span class=\"mejs-time-loaded\"><\/span><span class=\"mejs-time-current\"><\/span><span class=\"mejs-time-hovered no-hover\"><\/span><span class=\"mejs-time-handle\"><span class=\"mejs-time-handle-content\"><\/span><\/span><span class=\"mejs-time-float\"><span class=\"mejs-time-float-current\">00:00<\/span><span class=\"mejs-time-float-corner\"><\/span><\/span><\/span><\/div>\n<div class=\"mejs-time mejs-duration-container\"><span class=\"mejs-duration\">00:00<\/span><\/div>\n<div class=\"mejs-button mejs-volume-button mejs-mute\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Mute\" aria-label=\"Mute\" tabindex=\"0\"><\/button><a href=\"javascript:void(0);\" class=\"mejs-volume-slider\" aria-label=\"Volume Slider\" aria-valuemin=\"0\" aria-valuemax=\"100\" role=\"slider\" aria-orientation=\"vertical\"><span class=\"mejs-offscreen\">Use Up\/Down Arrow keys to increase or decrease volume.<\/span><\/p>\n<div class=\"mejs-volume-total\">\n<div class=\"mejs-volume-current\" style=\"bottom: 0px; height: 100%;\"><\/div>\n<div class=\"mejs-volume-handle\" style=\"bottom: 100%; margin-bottom: -3px;\"><\/div>\n<\/div>\n<p><\/a><\/div>\n<div class=\"mejs-button mejs-fullscreen-button\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Fullscreen\" aria-label=\"Fullscreen\" tabindex=\"0\"><\/button><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div>\n<h3><span style=\"vertical-align: inherit;\">Installation Guide<\/span><\/h3>\n<p><span style=\"vertical-align: inherit;\">After Extract, view with your favorite player.<\/span><\/p>\n<p><span style=\"vertical-align: inherit;\">Subtitles: English<\/span><\/p>\n<p><span style=\"vertical-align: inherit;\">Quality: 720p<\/span><\/p>\n<p>Previous Title:<\/p>\n<p>FastAPI, AI &amp; Machine Learning for Bank Fraud Detection<\/p>\n<p>Complete FASTAPI Banking: with AI\/ML Bank Fraud Detection<\/p>\n<p><strong>Changes:<\/strong><\/p>\n<p>Version 2025\/5 compared to 2025\/4 has increased by 56 lessons and 4 hours and 40 minutes in duration. English subtitles were also added to the course.<\/p>\n<p>Version 2025\/7 compared to 2025\/5 has increased by 78 lessons and 9 hours and 1 minutes in duration.<\/p>\n<p>Version 2025\/9 compared to 2025\/7 has increased by 76 lessons and 9 hours and 34 minutes in duration.<\/p>\n<p>The new version 2025\/9 compared to the previous version 2025\/9 has increased the number of lessons by 1 and the duration by 16 minutes.<\/p>\n<\/div>\n<h3><span style=\"vertical-align: inherit;\">Download link<\/span><\/h3>\n<h4>Downloadly<\/h4>\n<p><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_FASTAPI_Banking_API_with_AIML_Transaction_Fraud_Detection_2025_9.part1_Downloadly.ir.rar?nocache=1786137775\">Download Part 1 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_FASTAPI_Banking_API_with_AIML_Transaction_Fraud_Detection_2025_9.part2_Downloadly.ir.rar?nocache=1786137775\">Download Part 2 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_FASTAPI_Banking_API_with_AIML_Transaction_Fraud_Detection_2025_9.part3_Downloadly.ir.rar?nocache=1786137775\">Download Part 3 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_FASTAPI_Banking_API_with_AIML_Transaction_Fraud_Detection_2025_9.part4_Downloadly.ir.rar?nocache=1786137775\">Download Part 4 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_FASTAPI_Banking_API_with_AIML_Transaction_Fraud_Detection_2025_9.part5_Downloadly.ir.rar?nocache=1786137775\">Download Part 5 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_FASTAPI_Banking_API_with_AIML_Transaction_Fraud_Detection_2025_9.part6_Downloadly.ir.rar?nocache=1786137775\">Download Part 6 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_FASTAPI_Banking_API_with_AIML_Transaction_Fraud_Detection_2025_9.part7_Downloadly.ir.rar?nocache=1786137775\">Download Part 7 \u2013 1.01 GB<\/a><\/p>\n<h4>Rapidgator<\/h4>\n<p><a href=\"https:\/\/rapidgator.net\/file\/a33c182f175018e21ab77843e0436e32\/Udemy_FASTAPI_Banking_API_with_AIML_Transaction_Fraud_Detection_2025_9.part1_Downloadly.ir.rar.html\">Download Part 1 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/5782f32f73ad0db8d061585c3a91375b\/Udemy_FASTAPI_Banking_API_with_AIML_Transaction_Fraud_Detection_2025_9.part2_Downloadly.ir.rar.html\">Download Part 2 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/252a92582926409ddcb7f72eb08d8768\/Udemy_FASTAPI_Banking_API_with_AIML_Transaction_Fraud_Detection_2025_9.part3_Downloadly.ir.rar.html\">Download Part 3 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/dc604277a171278dd21fdd9d8c5f3c14\/Udemy_FASTAPI_Banking_API_with_AIML_Transaction_Fraud_Detection_2025_9.part4_Downloadly.ir.rar.html\">Download Part 4 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/79391c960fdcc07240670d09c29ac2dc\/Udemy_FASTAPI_Banking_API_with_AIML_Transaction_Fraud_Detection_2025_9.part5_Downloadly.ir.rar.html\">Download Part 5 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/add19ad0894770bf6baf8b4ca1089240\/Udemy_FASTAPI_Banking_API_with_AIML_Transaction_Fraud_Detection_2025_9.part6_Downloadly.ir.rar.html\">Download Part 6 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/4f60ec18c43d4385f87fa9eaacaf3a80\/Udemy_FASTAPI_Banking_API_with_AIML_Transaction_Fraud_Detection_2025_9.part7_Downloadly.ir.rar.html\">Download Part 7 \u2013 1.01 GB<\/a><\/p>\n<h5><span style=\"vertical-align: inherit;\">File(s) password: www.downloadly.ir<\/span><\/h5>\n<h3><span style=\"vertical-align: inherit;\">File size<\/span><\/h3>\n<p><span style=\"vertical-align: inherit;\">24.8 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description FASTAPI Banking API with AI&amp;ML Transaction Fraud Detection. 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