Tabla de Contenidos:

Tabla de Contenidos: “…-- Subtopic B: Navigating the Platform -- Introducing Jupyter Notebooks -- Subtopic C: Jupyter Features -- Explore some of Jupyter's most useful features -- Converting a Jupyter Notebook to a Python Script -- Subtopic D: Python Libraries -- Import the external libraries and set up the plotting environment -- Our First Analysis - The Boston Housing Dataset -- Subtopic A: Loading the Data into Jupyter Using a Pandas DataFrame -- Load the Boston housing dataset -- Subtopic B: Data Exploration -- Explore the Boston housing dataset -- Subtopic C: Introduction to Predictive Analytics with Jupyter Notebooks -- Linear models with Seaborn and scikit-learn -- Activity B: Building a Third-Order Polynomial Model -- Subtopic D: Using Categorical Features for Segmentation Analysis -- Create categorical fields from continuous variables and make segmented visualizations -- Summary -- Data Cleaning and Advanced Machine Learning -- Preparing to Train a Predictive Model -- Subtopic A: Determining a Plan for Predictive Analytics -- Subtopic B: Preprocessing Data for Machine Learning -- Explore data preprocessing tools and methods -- Activity A: Preparing to Train a Predictive Model for the Employee-Retention Problem -- Training Classification Models -- Subtopic A: Introduction to Classification Algorithms -- Training two-feature classification models with scikit-learn -- The plot_decision_regions Function -- Training k-nearest neighbors for our model -- Training a Random Forest -- Subtopic B: Assessing Models with k-Fold Cross-Validation and Validation Curves -- Using k-fold cross validation and validation curves in Python with scikit-learn -- Subtopic C: Dimensionality Reduction Techniques…”

Tabla de Contenidos: “…Hands-On Python Natural Language Processing: Explore tools and techniques to analyze and process text with a view to building real-world NLP applications…”

“…An interactive guide to the statistical tools used to solve problems during product and process innovation End to End Data Analytics for Product Development is an accessible guide designed for practitioners in the industrial field. …”

“…Develop web API applications using design patterns, advanced customization, and cutting-edge technologies, such as SignalR, gRPC, and GraphQL, while leveraging powerful cloud platforms and tools to accelerate development Key Features Gain proficiency in building modern ASP.NET Core web API applications Develop the skills to effectively test, debug, and secure your web API applications Streamline development workflows and boost productivity with cloud computing platforms and industry-standard CI/CD tools Purchase of the print or Kindle book includes a free PDF eBook Book Description Web API applications have become increasingly significant in recent years, fueled by the ever-accelerating pace of technological advancements. …”

Materias:

“…LLVM is one of the most popular and powerful frameworks for creating programming language tools such as compilers, source analyzers, and dynamic execution runtime. …”

“…A recipe-based guide to give you practical information on Unity 5.x animation techniques and tools About This Book A straightforward and easy-to-follow format. …”

“…Equation-Based Object-Oriented Modeling Languages and Tools 2017…”

Tabla de Contenidos: “…Mastering Microsoft Dynamics 365 Business Central: Discover extension development best practices, build advanced ERP integrations, and use DevOps tools…”

“…Design eye-catching and interactive JavaScript charts for your web page with Highcharts, one of the leading tools in web charting…”

“…Proceedings of the 5th International ICST Conference on Simulation Tools and Techniques…”

Tabla de Contenidos: “…Horton and James Oliver Horton -- The secret world of radical publishers : the case of Thayer and Eldridge of Boston / Albert J. von Frank -- "Lawless and unprincipled" : women in Boston's Civil War draft riot / Judith Ann Giesberg -- Portrait of a parish : race, ethnicity, and class in Boston's Cathedral of the Holy Cross, 1865-1880 / James M. O'Toole -- Charles Sumner and the political cultures of reconstruction in Massachusetts / David Quigley -- The Irish question and Boston politics / Lawrence W. …”

Tabla de Contenidos: “…-- Intentional and Reactive Relationship Outcomes -- Value Both the Task and the People Performing the Task -- Keys to Extraordinary Collaboration -- The Bedrock of Collaboration -- Expansion Is the Collaborative Leader's Most Powerful Tool -- Relationship Integrity Makes Collaboration Possible -- Integrate for Expansion: Expand for Integration -- Conclusion: Demonstrating TeamWisdom from This Point Forward -- Choose to Demonstrate TeamWisdom -- Commit to the Journey -- A Five-Step Action Plan -- Own Your Results -- Associate with People Who Expect TeamWisdom -- Take Baby Steps -- Notes -- Index -- About Partnerwerks -- Download a Free Leader's Guide -- Register for a TeamWisdom Public Learning Event at www.beingpowerful.com -- Subscribe Free to TeamWisdom Tips -- Dig Deeper and Learn More at Partnerwerks Online Library -- Get Complete Information on the Range of Services We Offer at www.partnerwerks.com -- About the Authors -- TeamWisdom Invitation Contributors -- Berrett-Koehler Publishers…”