Pandas Basics - Mastering Data Analysis with Pandas

Oswald Campesato

Summary

This book is essential for aspiring data scientists and anyone needing to perform data cleaning using Pandas and NumPy. It offers numerous code samples and comprehensive coverage of NumPy and Pandas features, including writing regular expressions. Chapter 3 introduces fundamental statistical concepts, while Chapter 7 delves into data visualization using Matplotlib and Seaborn. Companion files with code are available for download from the publisher.Starting with an introduction to Python, the course progresses through working with data, and then moves into Pandas, covering its functionalities in three detailed chapters. The statistical concepts provided are crucial for analyzing data effectively, while the visualization techniques enhance the ability to present data insights clearly.By the end of this course, users will have a solid foundation in data manipulation and cleaning, statistical analysis, and data visualization, enabling them to tackle real-world data science tasks confidently and efficiently.

Available since: 08/08/2024.

Print length: 215 pages.

Science & Technology

Other books that might interest you

DataOps and MLOps Integration -...

Simon Winston

In the rapidly evolving landscape of data science and machine learning, the fusion of DataOps and MLOps is reshaping the way organizations harness the power of their data. "DataOps and MLOps Integration: Bridging the Gap for Efficient Data Science" is your comprehensive guide to understanding, implementing, and optimizing this convergence.
DataOps, focused on the efficient management of data pipelines, and MLOps, dedicated to streamlining machine learning model development and deployment, have traditionally operated in separate domains. However, in today's data-driven world, their integration is not just a best practice—it's a necessity.
This book takes you on a journey through the fundamentals of DataOps and MLOps, exploring their key principles, concepts, benefits, and challenges. You'll learn how to identify integration points, overcome cultural barriers, and establish communication channels between data engineers, data scientists, and DevOps teams. Discover the common toolsets that bridge the gap between these two domains and enable a seamless workflow.
"DataOps and MLOps Integration" delves deep into the core processes of both disciplines. You'll explore the DataOps lifecycle, covering data ingestion, preparation, transformation, quality, and delivery, as well as the MLOps lifecycle, encompassing model development, deployment, monitoring, governance, and retraining.
Whether you're a data engineer, data scientist, machine learning engineer, or DevOps professional, "DataOps and MLOps Integration" equips you with the knowledge and tools to bridge the gap between data and machine learning, unlocking the full potential of your organization's data assets. This book is your roadmap to efficient, collaborative, and future-proof data science and machine learning operations.

Show book

The Healing Secrets of the...

Sarah Million Day

"The Healing Secrets of the Amazon: Unveiling Medicinal Plants for Optimal Wellness" is an immersive and enlightening audio program that takes you on a captivating journey through the lush rainforests of the Amazon. With chapters dedicated to each facet of this ancient knowledge, you will explore the rich tapestry of healing practices, traditional rituals, and the incredible potential of medicinal plants that thrive in this pristine natural paradise.
Journey through the verdant Amazon rainforest as you are introduced to the awe-inspiring biodiversity and learn about the traditional healing practices rooted in indigenous wisdom. From the power of the sacred Ayahuasca ceremony to the captivating rituals and plant ceremonies, this program sheds light on the spiritual and transformative aspects of Amazonian plant medicine.
Discover the profound connection between nature and healing, as ethnobotany uncovers the vast knowledge of nature's pharmacy. Dive deeper into the healing properties of specific plants in the Amazon rainforest.
The program also explores the vital role of shamanic healers in Amazonian culture, delving into their practices and the wisdom they offer.
Learn about the integration of Amazonian healing practices with modern medicine, and discover innovative advancements in plant-based medicine inspired by this ancient knowledge. Throughout the program, you will be introduced to the concept of living in harmony with nature and cultivating a deep connection to the healing energies of the Amazon.
"The Healing Secrets of the Amazon: Unveiling Medicinal Plants for Optimal Wellness" invites you to embark on a transformative journey, unlocking the ancient wisdom hidden within the heart of the Amazon rainforest. Prepare to embrace a new perspective on wellness as you embrace the healing powers of nature, and open yourself to the possibility of profound transformation and spiritual awakening in your own life.

Show book

Kubernetes - The Updated Guide...

Steve D. Pountol

Have you been trying to learn Kubernetes but didn't know where to start?
Kubernetes is the new need to know technology for anyone who wants to make a serious living at working on the Google platform. It's the most popular container-orchestration system used for automating application deployment. Originally designed by Google Kubernetes is now an open-source product that is being used by more companies every day.Taking the time to learn Kubernetes will set you apart from other application developers by ensuring that you can handle all aspects of application development and deployment. By learning Kubernetes you're ensuring that you will have a bright future in app design.
What will you learn in this Audiobook:You will learn exactly what Kubernetes is and how to use it for your businessHow to secure Kubernetes and other security aspectsLeveraging the power of scheduling in KubernetesWhat is PODHow to deploy your application inside KubernetesLingo (Object-oriented language)Kubernetes build procedure
And so much more!
Kubernetes is the future of app development. If you are serious about maintaining a long term career in this field then you need to learn it sooner rather than later. Already, Kubernetes is becoming a staple in the app development life cycle and this book will show you everything you need to know to get started in it.
Unlike other audiobooks, this audiobook will teach you exactly what you need to know about Kubernetes without wasting your time with outdated information. Instead of showing you step by step how to make Kubernetes work for you with lessons crafted by an expert in the field. Kubernetes is changing the way app development happens, you cannot afford not to learn it.
If you are serious about learning Kubernetesthen you need to get this audiobook today!

Show book

Conserving Nature in Greater...

Robert B. Keiter

The story of how Yellowstone, established in 1872 as the world’s first national park, has become synonymous with nature conservation—and an examination of today’s challenges to preserve the region’s wilderness heritage. For more than 150 years, the Yellowstone region—now widely known as the twenty-three million acre Greater Yellowstone Ecosystem—has played a prominent role in the United States’ nature conservation agenda. In this book, Robert B. Keiter, an award-winning public land law and policy expert, traces the evolution and application of fundamental ecological conservation concepts tied to Yellowstone.
 

Keiter’s book highlights both the conservation successes and controversies connected with this storied region, which has been enmeshed in change. 
But in the face of explosive human population growth and related development pressures, new efforts must also account for the region’s privately owned lands along with accelerating recreational activities that present quite different problems.

Exploring both notable conservation accomplishments and the ongoing challenges confronting this special place, Keiter’s book explains the many forces—scientific, political, economic, legal, cultural, climatic, and more—at work driving controversy and change across the region. But more than this, Conserving Nature in Greater Yellowstone shows us that the lessons gleaned from Yellowstone’s expansive nature conservation efforts are profoundly important for both the country and the world.

Show book

Made To Live

Dr. Paul Saba

Made to Live depicts a physician’s journey to save lives. Dr. Paul Saba begins his story with the battle to save the life of his baby girl, Jessica, who was born with a severe congenital cardiac malformation. He describes the challenges of facing difficult diagnoses through both his personal experiences and those of his patients. This book debunks the myths of euthanasia and assisted suicide. Dr. Saba’s battle has taken him to the Canadian courts, where he has been silenced from challenging Canada’s euthanasia laws. He has been forbidden from utilizing the Canadian Constitution or presenting his arguments in court to oppose euthanasia and assisted suicide. Dr. Saba believes no one can know what the future holds. Hope and loving support can overcome many obstacles in life’s journey. In the end, we are all “made to live,” as his daughter Jessica inscribed on one of her paintings at seven years old.

Show book

Random Science Facts That Will...

Facta Somnus

"Random Science Facts That Will Make You Sleep" is an engaging audiobook designed to help you relax and fall asleep quickly while learning something new. It combines soothing narration with a variety of intriguing science facts, covering topics from the depths of space to the wonders of nature. Each fact is chosen to be interesting yet calming, providing a gentle mental diversion that eases your mind away from daily stress. Ideal for bedtime listening, this audiobook is perfect for those who want to end their day with a mix of education, relaxation, and a touch of curiosity.

Show book