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Latest Online IT & Technology Training Courses, Course Reviews, Paid & Free Technology Courses and MOOCs in Information Technology domain. Share your e-Learning experience with IT community and submit your Online IT Course Reviews today.

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  • Advanced AI: Deep Reinforcement Learning in Python

    Advanced AI: Deep Reinforcement Learning in Python

    This course is all about the application of deep learning and neural networks to reinforcement learning. The combination of deep learning with reinforcement learning has led to AlphaGo beating a world champion in the strategy game Go, it has led to self-driving cars, and it has led to machines that can play video games at a superhuman level. Unlike supervised and unsupervised learning algorithms, reinforcement learning agents have an impetus—they want to reach a goal. In this course, you'll work with more complex environments, specifically, those provided by the OpenAI Gym. Access 52 lectures & 5 hours of content 24/7 Extend your knowledge of temporal difference learning by looking at the TD Lambda algorithm Explore a special type of neural network called the RBF network Look at the policy gradient method Examine Deep Q-Learning

  • Building Regression Models Using TensorFlow

    Building Regression Models Using TensorFlow

    TensorFlow is the tool of choice for building deep learning applications. In this course, you'll learn how the neurons in neural networks learn non-linear functions, and how neural networks execute operations such as regression and classification.

  • TensorFlow: Getting Started

    TensorFlow: Getting Started

    This course shows you how to install and use TensorFlow, a leading machine learning library from Google. You'll see how TensorFlow can create a range of machine learning models, from simple linear regression to complex deep neural networks.

  • Advanced Machine Learning with ENCOG - Part 2

    Advanced Machine Learning with ENCOG - Part 2

    In this course, you will learn to implement dimensionality reduction and clustering using self-organizing maps, pattern recall and reconstruction using Hopfield networks, time series forecasting using temporal dataset, and optimization using genetic algorithm. This course will not only provide you fundamental knowledge of aforementioned topics, but also will help you to implement these applications using ENCOG machine learning framework.

  • Advanced Machine Learning with ENCOG

    Advanced Machine Learning with ENCOG

    In this course you will learn advanced topics related to machine learning for more accurate neural network predictive models. You will also learn different types of neural networks and their implementations using open source machine learning framework ENCOG.

  • Data Mining Algorithms in SSAS, Excel, and R

    Data Mining Algorithms in SSAS, Excel, and R

    Don't use data mining as a black box. Get a deep understanding of how the data mining algorithms work. This knowledge is not only theoretical; it helps you developing better models in production.

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