This online education related website is for the sake of those who are interested in computer science. Topics ranging from algorithms and data structures to artificial intelligence and neural networks. You can find several articles in the blog section or you can have courses if you prefer video content. Presented in high quality, the video courses provide a clear way to learn the most up-to-date technologies concerning the IT industry. To increase retention and provide an intuitive learning experience, Global Software Support formats the training in easy to follow step-by-step lessons that build into a comprehensive learning resource. This allows even the most complex topics to be quickly mastered no matter what the user’s prior skill level. Hope you will like it!
If you are interested in Algorithms and Data Structures, this is what you are looking for. This masterclass covers all you need to know about algorithms. It contains 6 courses with 30+ hours on-demand video. The first course is about algorithmic problems such as recursion, backtracking and dynamic programming. The second course is about data structures such as arrays, linked lists, binary search trees, AVL trees, red-black trees and hashtables. Theory and full implementation included. The last course is about graph algorithms. How to solve shortest path problems, strongly connected components or travelling salesman problem.
If you are into Artificial Intelligence, I suggest taking this AI masterclass. It contains 4 courses with 20+ hours on-demand video. The first part is about the basics of artificial intelligence: optimization methods such as genetic algorithms, simulated annelaing or swarm optimization. The second course is dealing with neural networks. How to implement a feed-forward neural network from scratch. The next course is about deep neural networks: convolution neural networks (CNNs) and recurrent neural networks (RNNs). The last course is about reinforcement learning, Markov-decision processes and Q-learning. Let’s get started!
Attention Quantitative Finance fans! This masterclass is about algorithmic trading and quantitative finance basics. It contains 2 courses with 10+ hours on-demand video. The first course is about portfolio optimization (Markowitz-model), Capital Asset Pricing Model (CAPM) and the famous Black-Scholes model. You will implement these approaches in Python. The next course is about time-series analysis. Moving average models, autoregressive models, ARCH and GARCH models. Finally, you will apply these concepts to predict prices as far as the FOREX or S&P500 are concerned.