Search result for Courses taught by Holczer Balazs
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Artificial Intelligence II - Hands-On Neural Networks (Java)
by Holczer Balazs- 4.3
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5 hours on-demand video
Hopfield networks, neural networks, gradient descent and backpropagation algorithms explained step by step This course is about artificial neural networks. Artificial intelligence and machine learning are getting more and more popular nowadays. In the beginning, other techniques such as Support Vector Machines outperformed neural networks, but in the 21th century neural networks again gain popularity....
$12.99
[2020] Machine Learning and Deep Learning Bootcamp in Python
by Holczer Balazs- 4.5
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18.5 hours on-demand video
Machine Learning models, Neural Networks, Deep Learning and Reinforcement Learning Approaches in Keras and TensorFlow This course is about the fundamental concepts of machine learning, focusing on regression, SVM, decision trees and neural networks. These topics are getting very hot nowadays because these learning algorithms can be used in several fields from software engineering to investment banking....
$17.99
Artificial Intelligence I: Optimization and Games in Java
by Holczer Balazs- 4.6
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7.5 hours on-demand video
A guide how to create smart applications, AI, genetic algorithms, pruning, heuristics and metaheuristics and Tic Tac Toe This course is about the fundamental concepts of artificial intelligence. This topic is getting very hot nowadays because these learning algorithms can be used in several fields from software engineering to investment banking....
$16.99
Algorithmic Problems in Python
by Holczer Balazs- 4.5
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6 hours on-demand video
Learn recursion, backtracking (n-queens problem etc. ) and dynamic programming (knapsack problem etc. ) This course is about the fundamental concepts of algorithmic problems, focusing on recursion, backtracking and dynamic programming. Section 1: what is recursion stack memory and recursion factorial numbers problem Fibonacci numbers towers of Hanoi problem recursion vs iteration...
$15.99
Algorithms Bootcamp in C++
by Holczer Balazs- 4.2
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8.5 hours on-demand video
Recursion, backtracking, dynamic programming and data structures (linked lists, queues, stacks and binary search trees) This course is for those who are interested in computer science and want to implement the algorithms and given data structures in C++ from scratch. Chapter 1: Recursion theory behind recursion (recursive function calls) recursion and stack memory of the OS...
$13.99
Introduction to Machine Learning in R
by Holczer Balazs- 4
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8 hours on-demand video
Machine learning, neural networks, regression, SVM, naive bayes classifier, bagging, boosting, random forest classifier This course is about the fundamental concepts of machine learning, facusing on neural networks. This topic is getting very hot nowadays because these learning algorithms can be used in several fields from software engineering to investment banking....
$12.99
Artificial Intelligence III - Deep Learning in Java
by Holczer Balazs- 4.1
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4 hours on-demand video
Deep learning fundamentals, focusing on convolutional neural networks and recurrent neural networks, LTSM, GRUs This course is about deep learning fundamentals and convolutional neural networks. Convolutional neural networks are one of the most successful deep learning approaches: self-driving cars rely heavily on this algorithm. First you will learn about densly connected neural networks and its problems....
$12.99
Artificial Intelligence IV - Reinforcement Learning in Java
by Holczer Balazs- 4.1
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3 hours on-demand video
All you need to know about Markov Decision processes, value- and policy-iteation as well as about Q learning approach This course is about Reinforcement Learning. The first step is to talk about the mathematical background: we can use a Markov Decision Process as a model for reinforcement learning. We can solve the problem 3 ways: value-iteration, policy-iteration and Q-learning....
$11.99
Quantitative Finance & Algorithmic Trading in Python
by Holczer Balazs- 4.5
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14.5 hours on-demand video
Stock Market, Bonds, Markowitz-Portfolio Theory, CAPM, Black-Scholes Model, Value at Risk and Monte-Carlo Simulations This course is about the fundamental basics of financial engineering. First of all you will learn about stocks, bonds and other derivatives. The main reason of this course is to get a better understanding of mathematical models concerning the finance in the main....
$18.99
Learn Blockchain Technology & Cryptocurrency in Java
by Holczer Balazs- 4.4
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4.5 hours on-demand video
Everything you Need to Know About Blockchains, Cryptocurrencies and Other Altcoins Blockchain is a revolutionary technology that allows for decentralized and distributed storage of information. Maybe the hottest topic at the moment in the field of software engineering - besides artificial intelligence and machine learning - is blockchain technology. Chapter 1 - Blockchain Theory...
$15.99
