Learning Pandas 2.0
Learning Pandas 2.0
Learning Pandas 2.0
Learning Pandas 2.0
Learning Pandas 2.0
Learning Pandas 2.0
Trending Bestseller

Learning Pandas 2.0

A Comprehensive Guide to Data Manipulation and Analysis for Data Scientists and Machine Learning Professionals

Matthew Rosch

No reviews yet Write a Review
Paperback / softback
10 April 2023
$93.00
In Stock: Ships in 3-5 Days
In Stock: Ships in 7-9 Days
Hurry up! Current stock:
icon Share icon Share
Description  

Mastering Data Wrangling and Analysis for Modern Data Science

"Learning Pandas 2.0" is an essential guide for anyone looking to harness the power of Python's premier data manipulation library. With this comprehensive resource, you will not only master core Pandas 2.0 concepts but also learn how to employ its advanced features to perform efficient data manipulation and analysis.

Throughout the book, you will acquire a deep understanding of Pandas 2.0's data structures, indexing, and selection techniques. Gain expertise in loading, storing, and cleaning data from various file formats and sources, ensuring data integrity and consistency. As you progress, you will delve into advanced data transformation, merging, and aggregation methods to extract meaningful insights and generate insightful reports.

"Learning Pandas 2.0" also covers specialized data processing needs like time series data, DateTime operations, and geospatial analysis. Furthermore, this book demonstrates how to integrate Pandas 2.0 with machine learning libraries like Scikit-learn, TensorFlow, and PyTorch for predictive analytics. This will empower you to build powerful data-driven models to solve complex problems and enhance your decision-making capabilities.

What sets "Learning Pandas 2.0" apart from other books is its focus on numerous practical examples, allowing you to apply your newly acquired skills to tricky scenarios. By the end of this book, you will have the confidence and knowledge needed to perform efficient and robust data analysis using Pandas 2.0, setting you on the path to becoming a data analysis powerhouse.

Key Learnings

  • Master core Pandas 2.0 concepts, including data structures, indexing, and selection for efficient data manipulation.
  • Load, store, and clean data from various file formats and sources, ensuring data integrity and consistency.
  • Perform advanced data transformation, merging, and aggregation techniques for insightful analysis and reporting.
  • Harness time series data, DateTime operations, and geospatial analysis for specialized data processing needs.
  • Visualize data effectively using Seaborn, Plotly, and advanced geospatial visualization tools.
  • Integrate Pandas 2.0 with machine learning libraries like Scikit-learn, TensorFlow, and PyTorch for predictive analytics.

Table of Content

  1. Introduction to Pandas 2.0
  2. Data Read, Storage, and File Formats
  3. Indexing and Selecting Data
  4. Data Manipulation and Transformation
  5. Time Series and DateTime Operations
  6. Performance Optimization and Scaling
  7. Machine Learning with Pandas 2.0
  8. Text Data and Natural Language Processing
  9. Geospatial Data Analysis

Audience

Whether you're a seasoned data professional or just starting your journey in data science, "Learning Pandas 2.0" is the perfect resource to help you harness the power of this cutting-edge library. This book is an absolute resource for implementing Pandas 2.0 in every possible data manipulation and analysis project.

Customer reviews  

This product hasn't received any reviews yet. Be the first to review this product!

Write a Reviews
Flat Rate Shipping  
Easy Returns  
$93.00
In Stock: Ships in 3-5 Days
In Stock: Ships in 7-9 Days
Hurry up! Current stock:
icon Share icon Share
Flat Rate Shipping  
Easy Returns  

Learning Pandas 2.0

$93.00

Description

Mastering Data Wrangling and Analysis for Modern Data Science

"Learning Pandas 2.0" is an essential guide for anyone looking to harness the power of Python's premier data manipulation library. With this comprehensive resource, you will not only master core Pandas 2.0 concepts but also learn how to employ its advanced features to perform efficient data manipulation and analysis.

Throughout the book, you will acquire a deep understanding of Pandas 2.0's data structures, indexing, and selection techniques. Gain expertise in loading, storing, and cleaning data from various file formats and sources, ensuring data integrity and consistency. As you progress, you will delve into advanced data transformation, merging, and aggregation methods to extract meaningful insights and generate insightful reports.

"Learning Pandas 2.0" also covers specialized data processing needs like time series data, DateTime operations, and geospatial analysis. Furthermore, this book demonstrates how to integrate Pandas 2.0 with machine learning libraries like Scikit-learn, TensorFlow, and PyTorch for predictive analytics. This will empower you to build powerful data-driven models to solve complex problems and enhance your decision-making capabilities.

What sets "Learning Pandas 2.0" apart from other books is its focus on numerous practical examples, allowing you to apply your newly acquired skills to tricky scenarios. By the end of this book, you will have the confidence and knowledge needed to perform efficient and robust data analysis using Pandas 2.0, setting you on the path to becoming a data analysis powerhouse.

Key Learnings

  • Master core Pandas 2.0 concepts, including data structures, indexing, and selection for efficient data manipulation.
  • Load, store, and clean data from various file formats and sources, ensuring data integrity and consistency.
  • Perform advanced data transformation, merging, and aggregation techniques for insightful analysis and reporting.
  • Harness time series data, DateTime operations, and geospatial analysis for specialized data processing needs.
  • Visualize data effectively using Seaborn, Plotly, and advanced geospatial visualization tools.
  • Integrate Pandas 2.0 with machine learning libraries like Scikit-learn, TensorFlow, and PyTorch for predictive analytics.

Table of Content

  1. Introduction to Pandas 2.0
  2. Data Read, Storage, and File Formats
  3. Indexing and Selecting Data
  4. Data Manipulation and Transformation
  5. Time Series and DateTime Operations
  6. Performance Optimization and Scaling
  7. Machine Learning with Pandas 2.0
  8. Text Data and Natural Language Processing
  9. Geospatial Data Analysis

Audience

Whether you're a seasoned data professional or just starting your journey in data science, "Learning Pandas 2.0" is the perfect resource to help you harness the power of this cutting-edge library. This book is an absolute resource for implementing Pandas 2.0 in every possible data manipulation and analysis project.

Customers Also Viewed

Discover Books for Every Interest at BookLoop

Discover your next great read at BookLoop, Australia's trusted online bookstore offering a vast selection of titles across various genres and interests. Whether you're curious about what's trending or searching for graphic novels that captivate, thrilling crime and mystery fiction, or exhilarating action and adventure stories, our curated collections have something for every reader. Delve into imaginative fantasy worlds or explore the realms of science fiction that challenge the boundaries of reality.

Books on Hobbies, Crafts, Gardening, and More

For those with a green thumb, our comprehensive range of gardening books provides insights and tips for all levels of enthusiasts. If you're aiming to enhance your financial acumen, our selection of finance, business, and management books offers valuable knowledge from industry experts. Craft lovers will appreciate our assortment of handicrafts, decorative arts, and crafts books, perfect for inspiring your next project. Engage your mind with our collection of hobbies, quizzes, and games books, or explore the mystical with our fortune-telling and divination guides.

Transport, Contemporary Fiction, and Picture Books for Kids

Transportation aficionados can immerse themselves in our extensive transportation books, including detailed works on road and motor vehicles. Young readers are not left out, with a delightful array of picture books and early learning concepts designed to educate and entertain. Fans of contemporary narratives will find compelling stories in our contemporary fiction section. Embark on epic journeys with our fantasy and science fiction titles, or gain inspiration from real-life tales in our biographies and true stories collection. Health-conscious readers can explore our health and wholefood cooking books, focusing on specific diets and conditions.

School Books, Teacher Resources, and Academic Textbooks

Textbooks for Primary, Secondary, and Higher Education

BookLoop proudly supports the educational needs of students and schools across Australia. Our textbook collection includes school books and teacher resources for every phase from primary school books, secondary school books, and essential titles for TAFE courses, vocational training, and university study. Each book is selected to align with curriculum outcomes and classroom needs, making it easy for schools and teachers to plan ahead.

Teacher Resources and Classroom Support Materials

From structured lesson planning to engaging student activities, our wide range of school books and teacher resources provides essential tools for educators. You’ll also find dedicated school and preschool teacher materials designed for early years education, classroom support, and intervention. Teachers can access a reliable selection of workbooks, literacy and numeracy programs, assessment tools, and professional development guides all in one place.

Books for Early Learning Centres and Childcare Professionals

Support the earliest stages of education with our curated range of early childhood care and education books. These titles are ideal for early learning centres, preschools, and childcare settings, offering age-appropriate resources that build foundational skills in literacy, numeracy, and emotional development. Families and educators alike trust our resources for quality, clarity, and classroom effectiveness.

Bulk Book Orders for Schools and Educational Institutions

We make bulk school book orders simple and efficient. Schools, libraries, and early learning centres can rely on BookLoop for competitive pricing, fast shipping, and expert support when sourcing large quantities of textbooks and educational materials. Whether you’re restocking for a new term or ordering resources for an entire class, our bulk ordering system ensures convenience and accuracy every step of the way.

Stay Up to Date with Book Trends

Explore our new releases for the most recent additions in romance books, fantasy books, graphic novels, crime and mystery books, science fiction books as well as biographies, cookbooks, self help books, tarot cards, fortunetelling and much more. With titles covering current trends, booktok and bookstagram recommendations, and emerging authors, BookLoop remains your go-to local australian bookstore for buying books online across all book genres.

Explore the Latest and Most Loved Books

Stay updated with the literary world by browsing our trending books, featuring the latest bestsellers and critically acclaimed works. Explore titles from popular brands like Minecraft, Pokemon, Star Wars, Bluey, Lonely Planet, ABIA award winners, Peppa Pig, and our specialised collection of ADHD books. At BookLoop, we are committed to providing a diverse and enriching reading experience for all.