What is the main focus of 'Data Science Projects with Python'?

The main focus of 'Data Science Projects with Python' is to provide a case study approach that guides readers through the various stages of successful data science projects. This book emphasizes practical implementation of data science concepts using Python, pandas, and scikit-learn, which are essential tools for data manipulation and machine learning. By examining real-world case studies, readers can gain insights into the methodologies and frameworks used to extract valuable information from data sets, making it a suitable resource for both novice and seasoned data scientists.

Who can benefit from reading this book?

This book is beneficial for anyone interested in data science, including beginners seeking to get a foundational understanding and professionals wanting to enhance their skills. It provides comprehensive case studies that exemplify how data science can be applied across various industries. For instance, a newcomer may follow along with the projects to understand key concepts, while an experienced practitioner might leverage the advanced techniques showcased to refine their own projects, making it a versatile tool for professionals at varied stages of their careers.

What tools and libraries are used in this book?

The book primarily focuses on Python, along with its pivotal data science libraries, pandas and scikit-learn. Pandas is utilized for data manipulation and analysis, allowing for efficient data handling. Scikit-learn is critical for implementing machine learning algorithms. Together, these tools provide a robust ecosystem for performing tasks ranging from data cleaning to predictive modeling. This combination makes it an excellent choice for those wanting to understand the entire data science workflow through practical examples.

Are there specific case studies included in the book?

Yes, 'Data Science Projects with Python' includes a variety of detailed case studies that highlight different aspects of successful data science projects. These case studies cover a range of domains such as finance, healthcare, and marketing, illustrating how to tackle real-world challenges. Readers can benefit from understanding practical applications and techniques that lead to actionable insights, allowing them to apply learned methods to their own projects or fields of work.

Is prior experience with Python required to understand the book?

While prior experience with Python can be advantageous, 'Data Science Projects with Python' is structured to accommodate beginners as well. The initial chapters introduce essential programming concepts before delving into more complex topics. This ensures that readers can progressively build their skills. For those with some programming background, the book serves as a refresher and a way to explore data science applications, making it accessible yet informative for diverse levels of expertise.

What makes this book different from other data science books?

What sets 'Data Science Projects with Python' apart from other data science books is its practical case study approach. Instead of purely theoretical explanations, the book focuses on real-world applications, showcasing complete data science projects from start to finish. This hands-on approach helps readers connect theory with practice effectively, allowing them to better grasp how data science principles operate in real-life scenarios. Additionally, it emphasizes using popular libraries, ensuring that the content is relevant and applicable.

Can this book help in preparing for data science interviews?

Yes, 'Data Science Projects with Python' can aid in preparing for data science interviews by providing a practical understanding of data science concepts and methodologies. The case studies allow readers to familiarize themselves with common tools and techniques that might be discussed during interviews. Practicing the projects can enhance problem-solving skills and boost confidence when tackling technical questions or case studies during interviews, making it a valuable resource for aspiring data scientists.

How does the book facilitate learning data science concepts?

The book facilitates learning by breaking down complex data science concepts into digestible case studies that guide readers through step-by-step implementations. Each chapter builds on previous knowledge and integrates hands-on coding exercises, which reinforces learning. This approach allows readers to observe the impact of theoretical concepts when applied practically. By following along with real projects, learners can better understand data workflows and the statistical principles underlying data analysis.

What kind of projects can I expect to find in this book?

Readers can expect to find projects covering various data science tasks, such as data cleaning, exploratory data analysis, predictive modeling, and machine learning applications. These projects encompass diverse domains like customer segmentation, sales forecasting, and social media analysis, providing a comprehensive view of how data science can be utilized. Such diversity prepares readers to approach different types of data challenges they might encounter in their professional environments, making the learning experience rich and varied.

Where can I buy 'Data Science Projects with Python' in Mongolia?

You can purchase 'Data Science Projects with Python' from Ubuy, a leading e-commerce platform that operates in Mongolia. Ubuy provides a user-friendly shopping experience, ensuring you can easily find and order the book. They often carry a wide range of the latest titles across various genres, allowing you to explore many options while securing your desired purchase conveniently.

Ubuy-аас Data Science Projects with Python: A case study хэрхэн онлайн худалдаа хийх вэ?

Ubuy-аас Data Science Projects with Python: A case study онлайнаар худалдан авалт хийхэд хялбар.. Та бараагаа хайж олоход л, бараагаа шалгахдаа тээвэрлэх аргаа сонгоод, байгаа газартаа хүргүүлээд аваарай.

Data Science Projects with Python: A case study онлайн дэлгүүрээс Mongolia дээр худалдаа хийх боломжтой юу?

Тийм ээ, Ubuy Mongolia дээр энэ бүтээгдэхүүнийг боломжийн үнээр худалдан авах боломжтой.. Data Science Projects with Python: A case study нь орон нутагт байхгүй ч та манай буухиа тээврийн үйлчилгээгээр бидэнд итгэж болно.

Захиалга өгсний дараа бүтээгдэхүүн авахад хэр хугацаа шаардагдах вэ?

Таны захиалсан барааг хүргэх хугацаа нь таны захиалсан зүйл болон таны сонгосон хүргэлтийн аргаас хамаарч өөр өөр байна.. Хүргэлтийн тооцоолсон хугацааг тооцоо хийх явцад дурдсан байдаг тул худалдан авалт хийхдээ анхаарал болгоомжгүй байгаарай.

Эх хувийг харах

Data Science Projects with Python: A case study approach to successful data science projects using Python, pandas, and scikit-learn

Gain hands-on experience with industry-standard data analysis and machine learning tools in Python

зүйлийн дугаар: 15118440

Data Science Projects with Python: A case study approach to successful data science projects using Python, pandas, and scikit-learn

85% of respondents would recommend this to a friend

зүйлийн дугаар: 15118440

MNT 74865

Price Details

Excluding Shipping & Custom charges ( Shipping and custom charges will be calculated on checkout )

^{*All items will import from АНУ}

Тоо ширхэг : Нөөцөд байна

USA дэлгүүрээс импортолсон

QTY:

Яг одоо захиалаад ойрын хугацаанд хүлээн аваарай Бямба гараг, 10 дугаар сар 10

Secured transaction

Our Top Logistics Partners

Gain hands-on experience with industry-standard data analysis and machine learning tools in Python

U-Care баталгаа:

Байхгүй

Төлөвлөгөө сонгох

Fast
Shipping

Free
Return^*

Secure Packaging

100% Original Products

PCI DSS Compliance

ISO 27001 Certified

Note: Step Down Voltage Transformer required for using electronics products of АНУ store (110-120). Recommended power converters Одоо худалдаж авах.

What Stands Out

Case Study Method

Utilizes real-world case studies, providing practical insights and hands-on experience in executing successful data science projects.

Python Focused

Emphasizes Python tools like Pandas and Scikit-learn, ensuring readers learn the most popular and effective data science libraries used in the industry.

Project Frameworks

Offers structured frameworks for managing data science projects, helping readers overcome common challenges and enhancing their problem-solving capabilities.

Бүтээгдэхүүний дэлгэрэнгүй мэдээлэл

Publisher	Packt Publishing
Publication date	April 30, 2019
Language	English
Print length	374 pages
ISBN-10	1838551026
ISBN-13	978-1838551025
Item Weight	1.51 pounds (680 grams)
Dimensions	7.5 x 0.85 x 9.25 inches (19.1 x 2.2 x 23.5 cm)

Who Should Buy?

Aspiring Data Scientists
Ideal for beginners wanting hands-on experience with practical data science projects using Python and key libraries.
Intermediate Learners
Great resource for those with basic knowledge seeking to deepen skills and apply them in real-world scenarios.
Industry Professionals
Beneficial for practitioners looking to enhance their project management skills and learn effective data science techniques.

Advanced Experts
Experienced data scientists may find the content too basic and not challenging enough for their skill level.

БАРААНЫ ТАЙЛБАР

Data Science Projects with Python: A case study approach to successful data science projects using Python, pandas, and scikit-learn

Асуулга байна уу? Бидэнтэй чатлаарай

Хэрэглэгчийн асуулт, хариулт

Асуулт: Ubuy-аас Data Science Projects with Python: A case study хэрхэн онлайн худалдаа хийх вэ?

Хариулт: Ubuy-аас Data Science Projects with Python: A case study онлайнаар худалдан авалт хийхэд хялбар.. Та бараагаа хайж олоход л, бараагаа шалгахдаа тээвэрлэх аргаа сонгоод, байгаа газартаа хүргүүлээд аваарай.
Асуулт: Data Science Projects with Python: A case study онлайн дэлгүүрээс Mongolia дээр худалдаа хийх боломжтой юу?

Хариулт: Тийм ээ, Ubuy Mongolia дээр энэ бүтээгдэхүүнийг боломжийн үнээр худалдан авах боломжтой.. Data Science Projects with Python: A case study нь орон нутагт байхгүй ч та манай буухиа тээврийн үйлчилгээгээр бидэнд итгэж болно.
Асуулт: Захиалга өгсний дараа бүтээгдэхүүн авахад хэр хугацаа шаардагдах вэ?

Хариулт: Таны захиалсан барааг хүргэх хугацаа нь таны захиалсан зүйл болон таны сонгосон хүргэлтийн аргаас хамаарч өөр өөр байна.. Хүргэлтийн тооцоолсон хугацааг тооцоо хийх явцад дурдсан байдаг тул худалдан авалт хийхдээ анхаарал болгоомжгүй байгаарай.

Intelligence & Semantics Editorial Review

Редакцийн шүүмж олдсонгүй

Customer Reviews & Ratings

5.0

1 Хэрэглэгчийн үнэлгээ

5 од

100%
4 од

0%
3 од

0%
2 од

0%
1 од

0%

Энэ бараанд шүүмж өгөх

Бусад хэрэглэгчидтэй санал бодлоо хуваалцана уу

Product Price History

Чухал мэдээлэл

Хязгаарлалт : Олон улсын хүргэлтээр илгээгдсэн барааны тохиолдолд, үйлдвэрлэгчийн баталгаа хүчингүй байх, үйлдвэрлэгчийн үйлчилгээ хүргэх боломжгүй, барааны заавар, гарын авлага болон анхааруулга очих улсын хэлдээр биш байх магадлалтай гэдгийг анхаарна уу. Мөн бараа болон дагалдах хэрэгсэл нь тухайн улсын стандартыг мөрдөөгүй, чанарын заалт болон шошгын шаардлагыг хангаагүй байх магадлалтай бөгөөд, тухайн улсын цахилгааны вольтод тохирохгүй байж болзошгүй (тохирох адаптер болон хувиргагч шаардлагатай) юм. Хүлээн авагч нь барааг тухайн улс уруу хуулийн дагуу импортлогдохыг батлах ёстой. Ubuy болон түүний холбоот түншүүдээс худалдан авсан тохиолдолд худалдан авагч нь хүлээн авах улсын бүх хууль болон заалтуудыг мөрдөх ёстой.
Ubuy нь дэлхий даяар хэрэглэгддэг хайлтын хэрэгсэл учраас Ubuy дээр байгаа бараа бүр зарагдана гэсэн үг биш. Бараанууд нь экспорт болон худалдааны журмыг дагаж мөрдөх ёстой.

MNT 74865

Яг одоо захиалаад ойрын хугацаанд хүлээн аваарай Бямба гараг, 10 дугаар сар 10

QTY:

Secured transaction

PCI DSS compliant and ISO 27001:2022 certified, with encrypted payments and full buyer protection on every order.

Our Top Logistics Partners

Fastest cross-border delivery

Онцлог & Давуу талууд

Practical guidance on industry-standard data analysis and machine learning tools
Learn how to examine, extract and present insights from your own data
Build knowledge in preparing data and feeding it to machine learning algorithms
Tune algorithms to provide accurate predictions on new and unseen data
Gain insights into the working and output of machine learning algorithms
Developed by trusted experts with step-by-step guidance and worked solutions

Ubuy Assurance

Experience worry-free shopping with 100% original products, PCI DSS-compliant payment security, ISO 27001-certified data protection, the fastest cross-border delivery, free returns ^*, and secure packaging on every order.

Data Science Projects with Python: A case study approach to successful data science projects using Python, pandas, and scikit-learn

MNT 74865

Fast Shipping

Free Return*

Secure Packaging

100% Original Products

PCI DSS Compliance

ISO 27001 Certified

What Stands Out

Бүтээгдэхүүний дэлгэрэнгүй мэдээлэл

Who Should Buy?

БАРААНЫ ТАЙЛБАР

Хэрэглэгчийн асуулт, хариулт

Intelligence & Semantics Editorial Review

Customer Reviews & Ratings

Энэ бараанд шүүмж өгөх

Product Price History

Чухал мэдээлэл

MNT 74865

Онцлог & Давуу талууд

Ubuy Assurance

Fast
Shipping

Free
Return^*