This I love Pandas, Deal With it notebook is the perfect gift for your daughter or granddaughter. 110 wide lined pages make it perfect for use in school, or at home doing homework. The sturdy, softbound cover is great for moving it in a backpack to school. Let your child's creativity flow by making it fun to doodle, practice handwriting or making up fantastic stories with this great notebook.
Panda Love is a collection of incredible images of these gentle giants. Ami Vitale's stunning photographs, taken on location in China, document the efforts to breed pandas and release them back into the wild. Ami was given unprecedented access to the pandas and her photos give an amazing insight into the bears' lives in both the sanctuaries and their natural habitat. Fluffy panda cubs tumble out of baskets and play hide-and-seek with their carers, while the adult pandas curiously explore the forest and climb trees. The giant panda is everyone's favorite bamboo-munching bear. China may be on its way to successfully saving its most famous ambassador, and Panda Love lovingly documents the process of putting the wild back into an icon.
Understand and implement big data analysis solutions in pandas with an emphasis on performance. This book strengthens your intuition for working with pandas, the Python data analysis library, by exploring its underlying implementation and data structures. Thinking in Pandas introduces the topic of big data and demonstrates concepts by looking at exciting and impactful projects that pandas helped to solve. From there, you will learn to assess your own projects by size and type to see if pandas is the appropriate library for your needs. Author Hannah Stepanek explains how to load and normalize data in pandas efficiently, and reviews some of the most commonly used loaders and several of their most powerful options. You will then learn how to access and transform data efficiently, what methods to avoid, and when to employ more advanced performance techniques. You will also go over basic data access and munging in pandas and the intuitive dictionary syntax. Choosing the right DataFrame format, working with multi-level DataFrames, and how pandas might be improved upon in the future are also covered. By the end of the book, you will have a solid understanding of how the pandas library works under the hood. Get ready to make confident decisions in your own projects by utilizing pandas—the right way. What You Will Learn Understand the underlying data structure of pandas and why it performs the way it does under certain circumstancesDiscover how to use pandas to extract, transform, and load data correctly with an emphasis on performanceChoose the right DataFrame so that the data analysis is simple and efficient.Improve performance of pandas operations with other Python libraries Who This Book Is ForSoftware engineers with basic programming skills in Python keen on using pandas for a big data analysis project. Python software developers interested in big data.
Get to grips with pandas—a versatile and high-performance Python library for data manipulation, analysis, and discovery Key FeaturesPerform efficient data analysis and manipulation tasks using pandasApply pandas to different real-world domains using step-by-step demonstrationsGet accustomed to using pandas as an effective data exploration toolBook Description Data analysis has become a necessary skill in a variety of positions where knowing how to work with data and extract insights can generate significant value. Hands-On Data Analysis with Pandas will show you how to analyze your data, get started with machine learning, and work effectively with Python libraries often used for data science, such as pandas, NumPy, matplotlib, seaborn, and scikit-learn. Using real-world datasets, you will learn how to use the powerful pandas library to perform data wrangling to reshape, clean, and aggregate your data. Then, you will learn how to conduct exploratory data analysis by calculating summary statistics and visualizing the data to find patterns. In the concluding chapters, you will explore some applications of anomaly detection, regression, clustering, and classification, using scikit-learn, to make predictions based on past data. By the end of this book, you will be equipped with the skills you need to use pandas to ensure the veracity of your data, visualize it for effective decision-making, and reliably reproduce analyses across multiple datasets. What you will learnUnderstand how data analysts and scientists gather and analyze dataPerform data analysis and data wrangling in PythonCombine, group, and aggregate data from multiple sourcesCreate data visualizations with pandas, matplotlib, and seabornApply machine learning (ML) algorithms to identify patterns and make predictionsUse Python data science libraries to analyze real-world datasetsUse pandas to solve common data representation and analysis problemsBuild Python scripts, modules, and packages for reusable analysis codeWho this book is for This book is for data analysts, data science beginners, and Python developers who want to explore each stage of data analysis and scientific computing using a wide range of datasets. You will also find this book useful if you are a data scientist who is looking to implement pandas in machine learning. Working knowledge of Python programming language will be beneficial.
Everyone needs love -- even the bestselling Mr. Panda! Mr. Panda is waiting with eager and open arms to give free hugs -- but nobody seems to want any of his cuddles. After his friends Skunk, Croc, Elephant, Mouse, Sloth, and Ostrich hug each other, Mr. Panda is left wanting some love. If only he knew what his friends have in store...Steve Antony tells a heartwarming story with adorable art and good humor.
A soft cover journal featuring a pink hearts background with a cute panda, rainbow and the words I love pandas deal with it. The pages inside include lined paper with a black border and pandas. You can use this for anything you like such as passwords, diary, recipes, dreams and all your writing needs. Girly, chic and trendy panda bear notebook. Panda gift ideas for women and girls.
From the author of BREATHE LIKE A BEAR comes a new collection of Mindful Moments! These easy-to-follow exercises help kids calmly and mindfully navigate their day, from sunrise to sunset. With sections dedicated to key activities in a child's routine--waking up, traveling, learning, playing, eating, and bedtime--kids can learn techniques for managing their bodies, breath, and emotions anywhere, anytime. Wake up bright and sunny, no matter the weather! Explore the world around you during travel. Boost your brain before learning. Make the most of your imagination at playtime.
What is the proper way to ask Mr. Panda for doughnuts? Patiently and politely, Mr. Panda asks the animals he comes across if they would like a doughnut. A penguin, a skunk, and a whale all say yes, but they do not remember to say "please" and "thank you." Is anyone worthy of Mr. Panda's doughnuts?Steve Antony has captured a cute panda, delightful animals hungry for doughnuts, and a manners lesson. With the black-and-white animals, plain backgrounds, and brightly colored doughnuts, Antony's art is bold, striking, and engaging.
Panda longs to play with Pandora next door, but he's too shy. Pandora longs to say "Hello, Panda!" but she's much too shy, too. Will these two shy pandas ever muster up the courage to speak to each other?
