Data Modeling & Design

Discover techniques to summarize the characteristics of your data using PyPlot, NumPy, SciPy, and pandasKey FeaturesUnderstand the fundamental concepts of exploratory data analysis using PythonFind missing values in your data and identify the correlation...

Apologies but we at Booksplease don't have a full description for this book.Book InformationISBN 9781634628440Author Jeff HarrisFormat PaperbackPage Count 526Imprint Technics Publications LLCPublisher Technics Publications LLCWeight(grams) 1470g

Extract accurate information from data to train and improve machine learning models using NumPy, SciPy, pandas, and scikit-learn librariesKey FeaturesDiscover solutions for feature generation, feature extraction, and feature selectionUncover the...

Apologies but we at Booksplease don't have a full description for this book.Book InformationISBN 9781935504054Author David C HayFormat HardbackPage Count 550Imprint Technics Publications LLCPublisher Technics Publications LLCWeight(grams) 1354g

Take your data wrangling skills to the next level by gaining a deep understanding of tidyverse libraries and effectively prepare your data for impressive analysisPurchase of the print or Kindle book includes a free PDF eBookKey FeaturesExplore...

Ready to use statistical and machine-learning techniques across large data sets? This practical guide shows you why the Hadoop ecosystem is perfect for the job. Instead of deployment, operations, or software development usually associated with...

Leverage your source data from hundreds of different connections, perform millions of different transformations, and easily manage highly complex data lifecycles with Power QueryKey FeaturesCollect, combine, and transform data using Power Query's data...

A dream come true for those looking to improve their data fluency Analytical data is a powerful tool for growing companies, but what good is it if it hides in the shadows? Bring your data to the forefront with effective visualization and communication...

In a corporate setting, the Microsoft Office Suite is an invaluable set of applications. One of Offices' biggest advantages is that its applications can work together to share information, produce reports, and so on. The problem is, there isn't much...

Work seamlessly with production-ready machine learning systems and pipelines on AWS by addressing key pain points encountered in the ML life cycleKey FeaturesGain practical knowledge of managing ML workloads on AWS using Amazon SageMaker, Amazon EKS, and...

Get more from your data by creating practical machine learning systems with PythonKey FeaturesDevelop your own Python-based machine learning systemDiscover how Python offers multiple algorithms for modern machine learning systemsExplore key Python...

Soup up text processing with latest techniques in natural language processing in python. Key Features * Learn how to extract word embeddings representation. * Learn how to use the Random Forest and the Decision Trees algorithms. * Learn how to apply...

Design patterns for the MapReduce framework, until now, have been scattered among various research papers, blogs, and books. This handy guide brings together a unique collection of valuable MapReduce patterns that will save you time and effort regardless...

Create your own natural language training corpus for machine learning. This example-driven book walks you through the annotation cycle, from selecting an annotation task and creating the annotation specification to designing the guidelines, creating a...

Every day, more and more kinds of historical data become available, opening exciting new avenues of inquiry but also new challenges. This updated and expanded book describes and demonstrates the ways these data can be explored to construct cultural...

Progressively explore UI development with Shiny via practical examplesKey FeaturesWrite a Shiny interface in pure HTMLExplore powerful layout functions to make attractive dashboards and other intuitive interfacesGet to grips with Bootstrap and leverage...

Apologies but we at Booksplease don't have a full description for this book.Book InformationISBN 9781935504191Author David C HayFormat PaperbackPage Count 242Imprint Technics Publications LLCPublisher Technics Publications LLCWeight(grams) 384g

Apologies but we at Booksplease don't have a full description for this book.Book InformationISBN 9781935504511Author Michael BlahaFormat PaperbackPage Count 300Imprint Technics Publications LLCPublisher Technics Publications LLCWeight(grams) 544g

Write efficient and powerful KQL queries to query and visualize your data and implement best practices to improve KQL execution performanceKey FeaturesApply Azure Data Explorer best practices to manage your data at scale and reduce KQL execution...

Apologies but we at Booksplease don't have a full description for this book.Book InformationISBN 9781734790184Author Ai PublishingFormat PaperbackPage Count 344Imprint AI Publishing LLCPublisher AI Publishing LLCWeight(grams) 458gDimensions(mm) 229mm *...

Apologies but we at Booksplease don't have a full description for this book.Book InformationISBN 9781935504702Author Steve HobermanFormat PaperbackPage Count 226Imprint Technics Publications LLCPublisher Technics Publications LLCWeight(grams) 474g

Learn exploratory data analysis concepts using powerful R packages to enhance your R data analysis skillsKey FeaturesSpeed up your data analysis projects using powerful R packages and techniquesCreate multiple hands-on data analysis projects using...

This book presents a comprehensive analysis and modelling of demand, capacity, quality of services, economics, and sustainability of the air transport system and its main components - - airports, airlines, and ATC/ATM (Air Traffic Control/Management)...

In the midst of the fourth industrial revolution, big data is weighed in gold, placing enormous power in the hands of data scientists - the modern AI alchemists. But great power comes with greater responsibility. This book seeks to shape, in a practical,...

Develop, deploy, and streamline your data science projects with the most popular end-to-end platform, Anaconda About This Book * Use Anaconda to find solutions for clustering, classification, and linear regression * Analyze your data efficiently...

Apologies but we at Booksplease don't have a full description for this book.Book InformationISBN 9781935504092Author Donna BurbankFormat PaperbackPage Count 536Imprint Technics Publications LLCPublisher Technics Publications LLCWeight(grams) 1240g

Get to grips with autogenerating code, deploying ML algorithms, and leveraging various ML lifecycle features on the Databricks Platform, guided by best practices and reusable code for you to try, alter, and build on Key Features Build machine...

This quick start guide will bring the readers to a basic level of understanding when it comes to the Machine Learning (ML) development lifecycle, will introduce Go ML libraries and then will exemplify common ML methods such as Classification, Regression,...

Apologies but we at Booksplease don't have a full description for this book.Book InformationISBN 9780977140091Author Steve HobermanFormat PaperbackPage Count 600Imprint Technics Publications LLCPublisher Technics Publications LLCWeight(grams) 1485g

A unified view of metaheuristics This book provides a complete background on metaheuristics and shows readers how to design and implement efficient algorithms to solve complex optimization problems across a diverse range of applications, from networking...

Familiarize yourself with probabilistic graphical models through real-world problems and illustrative code examples in R About This Book * Predict and use a probabilistic graphical models (PGM) as an expert system * Comprehend how your computer...

Everyone needs a refresher sometimes. The 8th edition of the AutoCAD Pocket Reference provides easy access to everyday information needed by AutoCAD users, including concepts, how-to, and fundamental commands. The pictures, explanations, and index are...

A step-by-step solution-based guide to preparing building, training, and deploying high-quality machine learning models with Amazon SageMakerKey FeaturesPerform ML experiments with built-in and custom algorithms in SageMakerExplore proven solutions when...

This comprehensive book systematically introduces Dynamic Data Driven Simulation (DDDS) as a new simulation paradigm that makes real-time data and simulation model work together to enable simulation-based prediction/analysis.The text is significantly...

Create ready-to-play 3D games with reactive environments, sound, dynamic effects, and more!Key FeaturesBuild a solid foundation for game design and game developmentUnderstand the fundamentals of 3D such as coordinates, spaces, vectors, and camerasGet to...

Modern systems contain multi-core CPUs and GPUs that have the potential for parallel computing. But many scientific Python tools were not designed to leverage this parallelism. With this short but thorough resource, data scientists and Python programmers...

Understand the fundamentals of machine learning with R and build your own dynamic algorithms to tackle complicated real-world problems successfully About This Book * Get to grips with the concepts of machine learning through exciting real-world...

Build effective regression models in R to extract valuable insights from real data About This Book * Implement different regression analysis techniques to solve common problems in data science - from data exploration to dealing with missing values ...

Apologies but we at Booksplease don't have a full description for this book.Book InformationISBN 9781634624336Author Marco WobbenFormat PaperbackPage Count 160Imprint Technics PublicationsPublisher Technics PublicationsWeight(grams) 286gDimensions(mm)...

Apologies but we at Booksplease don't have a full description for this book.Book InformationISBN 9781634621045Author Dr Terry HalpinFormat PaperbackPage Count 200Imprint Technics Publications LLCPublisher Technics Publications LLCWeight(grams) 398g