[2020] Machine Learning and Deep Learning Bootcamp in Python | Data Science Online Course by Udemy

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Machine Learning models, Neural Networks, Deep Learning and Reinforcement Learning Approaches in Keras and TensorFlow

An excellent training about Data Science

[2020] Machine Learning and Deep Learning Bootcamp in Python

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. Learning algorithms can recognize patterns which can help detect cancer for example or we may construct algorithms that can have a very good guess about stock prices movement in the market. In each section we will talk about the theoretical background for all of these algorithms then we are going to implement these problems together. We will use Python with SkLearn, Keras and TensorFlow. Machine Learning Algorithms: machine learning approaches are becoming more and more important even in 2020. In this course, you can learn about: linear regression modellogistic regression modelk nearest neighbour classifiernaive Bayes classifiersupport vector machines (SVMs)random forest classifierboosting algorithmprinciple components analysis (PCA)Machine Learning approaches in finance: how to use learning algorithms to predict stock pricesComputer Vision and Face Detection with OpenCVNeural Networks: what are feed-forward neural networks and why are they usefulDeepLearning: feedforward neural networks and deep neural networks are the state-of-the-art approaches in artificial intelligence in 2020. So what are the topics you will learn in this course?deep neural networksconvolutional neural networks (CNNs)recurrent neural networks (RNNs)Recurrent Neural Networks and Convolutional Neural Networks and their applications such as sentiment analysis or stock prices forecastReinforcement Learning: Markov Decision processes (MDPs) and Q-learningTic Tac Toe game with Q learning approach and the deep Q learning approachThanks for joining the course, let’s get started!

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