Old Search System: Machine Learning with Jupyter Notebooks in Amazon




  • Oreilly - Data Science and Machine Learning Series: Dimensionality Reduction: Using Statistics, Heuristics, and AI Methods

    Oreilly - Data Science and Machine Learning Series: Dimensionality Reduction: Using Statistics, Heuristics, and AI...


    Dimensionality Reduction is a data science technique for reducing the number of dimensions to a smaller set, while retaining most of the information in the original set. Also known as feature selection, it is an essential part of the data preparation phase of data science, especially when the number of...


  • Oreilly - Data Science and Machine Learning Series: Data Visualization for Data Science

    Oreilly - Data Science and Machine Learning Series: Data Visualization for Data Science by Zacharias...


    This video explores how data visualization can help solve complex data science problems. We will examine a number of visuals encountered in data science, such as bar charts, line charts, heat maps, histograms, scatter plots, wordclouds, and bubble charts. Also learn which libraries to use in Python and Julia to...


  • Oreilly - Data Science and Machine Learning Series: Deep Learning: Facts, Frameworks, and Functionality

    Oreilly - Data Science and Machine Learning Series: Deep Learning: Facts, Frameworks, and Functionality by...


    Explore deep learning and how it applies to data science and compares to traditional machine learning. See how deep learning works in terms of both architecture and design, and learn about different frameworks including Apache MXNet, PyTorch, and TensorFlow. Related concepts are covered including Artificial Neural Networks (ANNs), Multi-Layer Perceptrons...


  • Oreilly - Real World Machine Learning Video Edition

    Oreilly - Real World Machine Learning Video Edition by Henrik Brink, Joseph W. Richards, Mark...


    "This is that crucial other book that many old hands wish they had back in the day." Beau Cronin, 21 Inc. Real-World Machine Learning is a practical guide designed to teach working developers the art of ML project execution. It will teach you the concepts and techniques you need to...


  • Oreilly - Getting Started with SAS Enterprise Miner for Machine Learning

    Oreilly - Getting Started with SAS Enterprise Miner for Machine Learning by Jeff Thompson |...


    This course introduces Enterprise Miner while demonstrating two common applications: segmentation and predictive modeling. It starts with a brief overview of the software and then covers segmentation and predictive modeling using a case-study approach based on real-world data. Upon completing the course, learners will have a basic, working knowledge of...


  • Oreilly - Machine Learning for Apps

    Oreilly - Machine Learning for Apps by Devslopes | Released October 2018 | ISBN: None...


    Welcome to the most comprehensive course on Core ML, one of Apples hot new features for iOS 11. The goal with Machine Learning is to mimic the human mind. It can be used to identify things like objects or images, make predictions and even analyze and identify speech. Dive in...


  • Oreilly - Math for Machine Learning

    Oreilly - Math for Machine Learning by Richard Han | Released May 2018 | ISBN:...


    Would you like to learn a mathematics subject that is crucial for many high-demand lucrative career fields such as: Computer Science Data Science Artificial Intelligence If you're looking to gain a solid foundation in Machine Learning to further your career goals, in a way that allows you to study on...


  • Getting started: Deep Learning (Machine Learning) in ArcGIS

    Getting started: Deep Learning (Machine Learning) in ArcGISVideo: .mp4 (1280x720, 30 fps(r)) | Audio: aac,...


    What you'll learn
    Understand basics of deep learning as a part of machine learning
    Discover the deep learning in ArcGIS Pro
    Apply deep learning algorithms <, such as convolution neural networks, in GIS with ArcGIS Pro
    Learn how to install deep learning frameworks for ArcGIS
    Learn about deep learning workflow...


  • Machine Learning for ABSOLUTE beginners! [2020 Edition]

    Machine Learning for ABSOLUTE beginners! [2020 Edition]Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 44100...


    What you\'ll learn
    Multiclass, Ranking, and Complex Prediction Problems
    Decision Trees
    Nearest Neighbor
    Decision Trees
    Neural Networks
    Clustering
    Dimensionality Reduction
    Requirements
    You should be able to use a PC at beginner level
    Description
    Machine learning relates to many different ideas, programming languages, frameworks. Machine learning is difficult to define in just a sentence...