{"id":11275,"date":"2026-08-10T10:30:05","date_gmt":"2026-08-10T10:30:05","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-complete-python-and-machine-learning-in-financial-analysis-2025-3\/"},"modified":"2026-08-10T10:30:05","modified_gmt":"2026-08-10T10:30:05","slug":"udemy-complete-python-and-machine-learning-in-financial-analysis-2025-3","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-complete-python-and-machine-learning-in-financial-analysis-2025-3\/","title":{"rendered":"Udemy \u2013 Complete Python and Machine Learning in Financial Analysis 2025-3"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Complete Python and Machine Learning in Financial Analysis Course. This course teaches advanced financial analysis and machine learning algorithms with Python so that participants can perform specialized analyses in financial markets. In this course, topics such as technical and fundamental analysis, analytical tools, and the Python programming environment are comprehensively covered. Deep learning algorithms and artificial neural networks are also taught to enhance individuals\u2019 analytical abilities. The course begins with methods for collecting and processing financial data, and then examines the statistical properties of asset prices and technical analysis indicators such as Bollinger Bands, MACD, and RSI. It then covers time series analysis models such as ARIMA and GARCH, factor models such as CAPM and Fama-French, and portfolio optimization methods with Monte Carlo simulation. The final part of the course will involve the implementation of a practical project in the financial domain, which involves credit card fraud detection using advanced models such as Random Forest, XGBoost, and LightGBM. It will also examine hyperparameter tuning and solving the problem of data imbalance, and finally, the application of deep learning (PyTorch) in solving financial problems will be demonstrated.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">What you will learn<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Use the provided functions to download financial data from multiple sources and preprocess it for further analysis.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Gain insight into patterns from a set of the most commonly used metrics (such as MACD and RSI).<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Introduction to the basics of time series modeling; then, exponential smoothing methods and ARIMA class models are reviewed.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Shows how to estimate different factor models in Python; one, three, four, and five factor models.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">It introduces the concepts of volatility forecasting using (G)ARCH class models, how to choose the best model, and how to interpret the results.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Introduces the concept of Monte Carlo simulations and uses them to simulate stock prices, value European\/American options, and calculate VaR.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Introduces modern portfolio theory and shows how to derive the Efficient Frontier in Python and evaluate the performance of such portfolios.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Provides a use case for machine learning to predict credit defaults. You will learn how to tune model hyperparameters and manage imbalances.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">It introduces a set of advanced classifiers (including stacking multiple models) and how to deal with class imbalance, using Bayesian optimization.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Shows how to use deep learning techniques to work with time series and tabular data. The networks are trained using PyTorch.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Developers<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Financial analysts<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Data analysts<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Data Scientists<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Stock and cryptocurrency traders<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Students<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Teachers<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Researchers<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course details for Complete Python and Machine Learning in Financial Analysis<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/python-and-machine-learning-in-financial-analysis\/?couponCode=KEEPLEARNING\" 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\/s-emadedin-hashemi\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">S. Emadedin Hashemi<\/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: 20 hours and 17 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of lessons: 83<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-994819 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/07\/Complete-Python-and-Machine-Learning-in-Financial-Analysis-1.png\" alt=\"Complete Python and Machine Learning in Financial Analysis\" width=\"879\" height=\"712\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Complete Python and Machine Learning in Financial Analysis Course Prerequisites<\/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\" dir=\"ltr\" style=\"text-align: left\">\n<ul>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Statistics and Basic Python<\/span><\/li>\n<\/ul>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-994820 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/07\/Complete-Python-and-Machine-Learning-in-Financial-Analysis.png\" alt=\"Complete Python and Machine Learning in Financial Analysis\" width=\"887\" height=\"393\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><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-170549-1\"><video class=\"wp-video-shortcode\" id=\"video-170549-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Complete_Python_and_Machine_Learning_in_Financial_Analysis_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Complete_Python_and_Machine_Learning_in_Financial_Analysis_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Complete_Python_and_Machine_Learning_in_Financial_Analysis_Downloadly.ir.mp4?nocache=1786140390087\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Complete_Python_and_Machine_Learning_in_Financial_Analysis_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 dir=\"ltr\" style=\"text-align: left\">\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<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Download link<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Complete_Python_and_Machine_Learning_in_Financial_Analysis_2025-3.part1_Downloadly.ir.rar?nocache=1786140388\"><span style=\"vertical-align: inherit\">Download Part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Complete_Python_and_Machine_Learning_in_Financial_Analysis_2025-3.part2_Downloadly.ir.rar?nocache=1786140388\"><span style=\"vertical-align: inherit\">Download Part 2 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Complete_Python_and_Machine_Learning_in_Financial_Analysis_2025-3.part3_Downloadly.ir.rar?nocache=1786140388\"><span style=\"vertical-align: inherit\">Download Part 3 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Complete_Python_and_Machine_Learning_in_Financial_Analysis_2025-3.part4_Downloadly.ir.rar?nocache=1786140388\"><span style=\"vertical-align: inherit\">Download Part 4 \u2013 499 MB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">3.4 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Complete Python and Machine Learning in Financial Analysis Course. This course teaches advanced financial analysis and machine learning algorithms w<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[94216,94217,94218,94219,94220,94221],"class_list":["post-11275","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-complete-python-and-machine-learning-in-financial-analysis","dgi_tag-download-complete-python-and-machine-learning-in-financial-analysis","dgi_tag-download-course-complete-python-and-machine-learning-in-financial-analysis","dgi_tag-free-complete-python-and-machine-learning-in-financial-analysis","dgi_tag-free-download-complete-python-and-machine-learning-in-financial-analysis","dgi_tag-s-emadedin-hashemi"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/11275","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item"}],"about":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/types\/digital_item"}],"author":[{"embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":0,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/11275\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=11275"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=11275"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=11275"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}