Old Search System: machine learning




  • Machine Learning for Adaptive Many-Core Machines - A Practical Approach (True PDF)

    English | PDF | 2015 | 251 Pages | ISBN : 3319069373 | 17.95 MB


    The overwhelming data produced everyday and the increasing performance and cost requirements of applications are transversal to a wide range of activities in society, from science to industry. In particular, the magnitude and complexity of the tasks that Machine Learning (ML) algorithms have to solve are driving the need to...


  • Ensemble Machine Learning Methods and Applications

    English | PDF,EPUB (Both True) | 2012 | 332 Pages | ISBN : 1441993258 |...


    It is common wisdom that gathering a variety of views and inputs improves the process of decision making, and, indeed, underpins a democratic society. Dubbed "ensemble learning" by researchers in computational intelligence and machine learning, it is known to improve a decision system's robustness and accuracy. Now, fresh developments are...


  • Compression Schemes for Mining Large Datasets A Machine Learning Perspective

    English | PDF,EPUB | 2013 | 208 Pages | ISBN : 1447156064 | 3.99 MB


    This book addresses the challenges of data abstraction generation using a least number of database scans, compressing data through novel lossy and non-lossy schemes, and carrying out clustering and classification directly in the compressed domain. Schemes are presented which are shown to be efficient both in terms of space and...


  • Applied Machine Learning (True)

    English | PDF,EPUB (Both True) | 2019 | 496 Pages | ISBN : 3030181138 |...


    Machine learning methods are now an important tool for scientists, researchers, eeers and students in a wide range of areas. This book is written for people who want to adopt and use the main tools of machine learning, but aren't necessarily going to want to be machine learning researchers. Intended...


  • Python Machine Learning: Projects, Tips And Troubleshooting

    Python Machine Learning: Projects, Tips And Troubleshooting https://www.udemy.com/course/python-machine-learning-projects-tips-and-troubleshooting/ Practical solutions to Machine Learning problems, avoiding...


    Machine learning is one of the most sought-after skills in the market giving you powerful insights into data. Today, implementations of Machine Learning are adopted throughout Industry and its concepts are many. Python makes this easier with its huge set of libraries that can be used for Machine Learning. The...


  • Machine Learning Model Serving Patterns and Best Practices

    English | 2022 | ISBN: ‎ 1803249900 | 336 pages | True PDF | 25.08...


    Become a successful machine learning professional by effortlessly deploying machine learning models to production and implementing cloud-based machine learning models for widespread organizational use Key Features Book Description Serving patterns enable data science and ML teams to bring their models to production. Most ML models are not deployed for consumers,...


  • Arduino V Machine Learning

    English | 2023 | ISBN: 3031218760 | 213 pages | True PDF,EPUB | 58.39 MB


    ​This book is about the Arduino microcontroller and the Arduino concept. The visionary Arduino represented a new innovation in microcontroller hardware in 2005, the concept of open source hardware, making a broad range of computing accessible for all. This book, "Arduino V: AI and Machine Learning," is an accessible pr...


  • Foundations of Machine Learning 2nd Edition (Solution Manual Instructor Resources)

    English | PDF/PNG | 2018 | 505 Pages | 0262039400 | 26.48 MB


    A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms. This book is a general introduction to machine learning that can serve as a textbook for graduate students and a reference for researchers. It covers fundamental modern topics in machine learning while...


  • Feature Selection in Machine Learning with Feature-engine

    English | 2022 | ISBN: NA | 52 Pages | PDF, EPUB | 14.7 MB


    Feature-ee is an open-source Python library for feature eeering and feature selection. It uses pandas and Scikit-learn under the hood to eeer and select feature subsets. Feature selection is the process of selecting a subset of features from the total variables in a data set to train machine learning algorithms....


  • Practical Scikit-Learn For Machine Learning 4-In-1

    Last updated 11/2019MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHzLanguage: English | Size:...


    Machine Learning in practice with Python's own scikit-learn on real-world datasets! What you'll learn Predict the values of continuous variables using linear regression and K Nearest Neighbors. Create ensemble models with Random-Forest and Gradient-boosting methods and see your model performance improve drastically. Build a portfolio of tools and techniques that...


  • Time Series Algorithms Recipes Implement Machine Learning and Deep Learning Techniques with Python

    English | 2023 | ISBN: 9781484289785 | 188 Pages | True PDF,EPUB | 15.3 MB


    This book teaches the practical implementation of various concepts for series analysis and modeling with Python through problem-solution-style recipes, starting with data reading and preprocessing. It bs with the fundamentals of series forecasting using statistical modeling methods like AR (autoregressive), MA (moving-average), ARMA (autoregressive moving-average), and ARIMA (autoregressive integrated moving-average)....


  • Visual Knowledge Discovery and Machine Learning

    English | PDF,EPUB | 2018 | 332 Pages | ISBN : 3319730398 | 24.92 MB


    This book combines the advantages of high-dimensional data visualization and machine learning in the context of identifying complex n-D data patterns. It vastly expands the class of reversible lossless 2-D and 3-D visualization methods, which preserve the n-D information. This class of visual representations, called the General Lines Coordinates (GLCs),...


  • Handbook of HydroInformatics Volume II Advanced Machine Learning Techniques

    English | 2022 | ISBN: ‎ 0128219610 | 420 pages | True PDF EPUB |...


    Advanced Machine Learning Techniques includes the theoretical foundations of modern machine learning, as well as advanced methods and frameworks used in modern machine learning. Handbook of HydroInformatics, Volume II: Advanced Machine Learning Techniques presents both the art of designing good learning algorithms, as well as the science of analyzing an...


  • Building Machine Learning Models on Databricks

    Released 12/2022MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 ChLevel: Bner |...


    Training, evaluating, and deploying machine learning models are now routine in many organizations, and having the right environment around this process is often what sets a company apart from its competitors. The Databricks Machine Learning Run, along with MLFlow, manages your expent's runs, and models make training and hyperparameter tuning...


  • Simplified Intro to Machine Learning

    Last updated 08/2020Duration: 1h 10m | Video: .MP4, 1280x720 30 fps | Audio: AAC, 48...


    Learn what machine learning is all about in this bner-level entry course What you'll learn Machine Learning Applications of Machine Learning Basics of Python in the Context of Data Science Linear Regression Logistic Regression Neural Networks Debugging a Faulty Algorithm Regularization Requirements Pre-Calculus Basic Understanding of Programming Languages & Computer...


  • XGBoost Deep Dive! Hands on Machine learning & Data Science

    Published 12/2022Created by Martin BelMP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2...


    Learn the top skill to become a Machine Learning Eeer or Data Scientist Learn XGBoost, the best and most popular algorithm for tabular data Leverage Pandas for Feature Eeering and data Visualization Understand how to define a machine learning project, going from raw data to a trained model Learn Gradient...


  • Machine Learning and Artificial Intelligence in Healthcare Systems

    English | 2023 | ISBN: ‎ 978-1032208329 | 357 pages | True PDF | 31.84...


    This book provides applications of machine learning in healthcare systems and seeks to close the gap between eeering and medicine by combining design and problem-solving skills of eeering with health sciences to advance healthcare treatment. Machine Learning and Artificial Intelligence in Healthcare Systems: Tools and Techniques discusses AI-based smart paradigms...


  • Machine Learning Literacy - Practical Application (Path)

    Janani Ravi | Duration: 14 h | Video: H264 1280x720 | Audio: AAC 48 kHz...


    Machine learning This path is focussed on Machine Learning in action. We have pulled a series of examples to demonstrate how machine learning is embedded in our day to day lives. These are just in sort of courses that reflect the journey from problem to solution. The path is curated...


  • Machine Learning Methods for Engineering Application Development

    English | 2022 | ISBN: ‎ 9815079190 | 240 pages | True PDF EPUB |...


    This book is a quick review of machine learning methods for eeeringapplications. It provides an introduction to the principles of machine learningand common algorithms in the first section. Proceeding chapters summarize andanalyze the existing scholarly work and discuss some general issues in this field.Next, it offers some guidelines on applying...


  • Introduction To Ml.Net Or Machine Learning With .Net

    Last updated 8/2019MP4 | Video: h264, 1280x720 | Audio: AAC, 48 KHzLanguage: English | Size:...


    Understand Machine Learning and how to use it with .NET and C# in a real world application using different examples What you'll learn Understand what is Machine Learning Machine Learning basic concepts Machine Learning with .Net technologies ML .Net Create Machine Learning Models Machine Learning Algorithms Basic understanding about Data...