Show pageOld revisionsBacklinksBack to top This page is read only. You can view the source, but not change it. Ask your administrator if you think this is wrong. ====== Online courses & Books ====== ===== Data Mining ===== * [[.courses:data_mining:pattern_discovery:pattern_discovery|Pattern Discovery in Data Mining]] ===== Data Science ===== * [[.courses:data_science:data_science_toolbox:intro|Data Science Toolbox]] * [[.courses:data_science:statistical_inference:intro|Statistical Inference]] ===== Machine Learning ===== * [[.courses:machine_learning:machine_learning:intro|Introduction to Machine Learning]] * [[.courses:machine_learning:neural_networks:intro|Neural Networks for Machine Learning]] * [[.courses:machine_learning:rbms:rbms_intro|Restricted Boltzmann Machines & RNNs]] ===== Maths ===== * Patrick Flandrin - Empirical Mode Decomposition * 2018 - Maximal Overlap Discrete Wavelet Transform **[Too complex: not completely clear yet]** ===== Finance ===== * [[.courses:finance:computational_finance:intro|Computational Finance and Financial Econometrics]] * [[.courses:finance:computational_investing:intro|Computational Investing]] **[TODO]** * [[.books:eleftherios_soulas_2013_online_machine_learning_algorithms:intro|Eleftherios Soulas - 2013 - Online machine learning algorithms for currency exchange prediction]] * [[.books:dempster_2004_automated_fx_trading_system_using_arl:intro|Dempster - 2004 - Automated FX Trading System Using ARL]] * [[.books:moody_2001_learning_to_trade_via_direct_reinforcement:intro|Moody - 2001 - Learning to Trade via Direct Reinforcement]] * 2006 - Popoola - Testing the Suitability of Wavelet Preprocessing for TSK Fuzzy Models * 2015 - Jothimani - Discrete Wavelet Transform-Based Prediction of Stock Index A Study on National Stock Exchange Fifty Index * 2019 - Adam King - Creating Bitcoin trading bots that don’t lose money * **To read:** on Maximal Overlap Discrete Wavelet Transform (MODWT) and Empirical Mode Decomposition (EMD): * Liu, Chen, Tian, Li, 2012: A hybrid model for wind speed prediction using empirical mode decomposition and artificial neural networks. * Lahmiri, 2014: Wavelet low and high frequency components as features for predicting stock prices with backpropagation neural networks. * Ortega, L., & Khashanah, K., 2014: A neuro-wavelet model for the short-term forecasting of high-frequency time series of stock returns. ===== Computer Science ===== * [[.books:linux_shell_scripting_cookbook:shell_scripting|Shantanu Tushar - Linux Shell Scripting Cookbook, 2nd Edition]] * [[.books:rust_programming_language:intro|The Rust Programming Language]] ===== Android ===== * [[.courses:android:android_programming_part1:android_programming|Programming Mobile Applications for Android, Part 1]] * [[.courses:android:android_programming_part2:android_programming_2|Programming Mobile Applications for Android, Part 2]] * [[.courses:android:android_programming_part3:android_programming_3|Programming Mobile Services for Android Handheld Systems: Concurrency]] ===== Physics ===== * [[.courses:physics:from_big_bang_to_dark_energy:intro|From Big Bang to Dark Energy]] ===== Others ===== * [[.courses:others:competitive_strategy:intro|Competitive Strategy]] * [[.courses:others:learning_how_to_learn:intro|Learning How to Learn]] * [[.courses:others:serious_game_design:serious_games|Serious Game Design and Development]] * [[.courses:others:build_app_with_mean:mean_intro|Build a real app with Node.js, Angular.js, MongoDB]] ===== General Notes ===== ==== List of online universities ==== * [[https://www.coursera.org/|Coursera]] * [[http://online.stanford.edu/courses|Standford]] public/courses.txt Last modified: 2022/02/27 07:44by 127.0.0.1