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* Home * Blog * Courses #LIFELONGLEARNING ALGORITHMS, DATA STRUCTURES AND ARTIFICIAL INTELLIGENCE Learn Anywhere. Learn Anytime. COURSES LATEST SKILLS Get ready for a career in high-demand fields like data science and IT (algorithms and artificial intelligence) AVAILABILITY Video lectures available 24/7 – learn anytime, from anywhere ONLINE HELP Our team is always more than happy to assist you. Tap on the chat icon on the bottom right to contact us in seconds. #LIFELONGLEARNING WHY ONLINE LEARNING AND DIGITAL COURSES? With the advent of the internet, it is getting more and more easier to find relevant articles and online videos on any topic. The problem is that this knowledge is not organized at all. This is exactly why we started Global Software Support 5 years ago. ORGANIZED CONTENT We have worked hard in the past 5 years to gather the most important topics in computer science and programming from algorithms to artificial intelligence related approaches. COMPREHENSIVE COURSES We have created digital courses with 30+ hours on-demand videos. Master the essential algorithms and data structures that are tested in coding interviews. SIMPLE AND ELEGANT PLATFORM Our goal has been to create a simple and elegant platform both for computer science related articles as well as online courses. #LIFELONGLEARNING TOPICS TO LEARN ABOUT This platform is focusing mainly on programming, software engineering and computer science! Algorithms Artificial Intelligence Quantitative Finance There are several courses on algorithms and data structures. You can learn about recursion, backtracking, dynamic programming and divide and conquer approaches one by one. Data Structures 52% Graph Algorithms 35% Sorting 13% SEARCH ALGORITHMS Linear search and binary search algorithms GRAPH ALGORITHMS Graph traversing, shortest path problems and spanning trees DATA STRUCTURES Arrays, lists, tree structures and hashing techniques SORTING Sorting algorithms – from bubble sort to radix sort The second topic is artificial intelligence and machine learning. You can learn about regression, classification and neural networks. Computer vision (SSD and YOLO) algorithms are covered as well. Machine learning 26% Neural networks and deep learning 44% Computer vision 30% MACHINE LEARNING Regression techniques, classification approaches and clustering algorithms REINFORCEMENT LEARNING How to play games with AI and reinforcement learning (Q learning and deep Q learning) NEURAL NETWORKS Neural networks, deep neural networks, convolutional neural networks and recurrent networks COMPUTER VISION Viola-Jones algorithms, HOG, CNNs, SSD and YOLO approaches If you are interested in quantitative finance then the following topics are for you – we use Python as a programming language for the problems Bonds and stocks 27% Derivatives (Black-Scholes model) 34% Models (Markowitz and CAPM) 29% CDOs and the crisis 10% MONTE-CARLO METHODS You can learn about using randomness to make predictions TIME SERIES You can learn about time series analysis – MA, AR, ARMA and ARIMA models BLACK-SCHOLES MODEL Maybe the most important formula in finance – with stochastic calculus CDOS AND CRISIS If you are interested in the 2008 big financial crisis … info@globalsoftwaresupport.com Global Software Support © All rights reserved Search Hit enter to search or ESC to close Your shopping cart WooCommerce should be installed and activated!