Practical Data Science with Jupyter: Explore Data Cleaning, Pre-Processing, Data Wrangling, Feature Engineering and Machine Learning Using Python and

Gupta, Prateek

ISBN 10: 9389898064 ISBN 13: 9789389898064
Verlag: Bpb Publications, 2021
Gebraucht Paperback

Verkäufer ThriftBooks-Atlanta, AUSTELL, GA, USA Verkäuferbewertung 5 von 5 Sternen 5 Sterne, Erfahren Sie mehr über Verkäufer-Bewertungen

AbeBooks-Verkäufer seit 24. März 2009

Dieses Buch ist nicht mehr verfügbar. AbeBooks führt Millionen von Büchern. Bitte geben Sie unten Suchbegriffe ein, um ähnliche Exemplare zu finden.

Beschreibung

Beschreibung:

May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less 1.36. Bestandsnummer des Verkäufers G9389898064I4N00

Diesen Artikel melden

Inhaltsangabe:

Solve business problems with data-driven techniques and easy-to-follow Python examples

Key Features
  • Essential coverage on statistics and data science techniques.
  • Exposure to Jupyter, PyCharm, and use of GitHub.
  • Real use-cases, best practices, and smart techniques on the use of data science for data applications.

    Description
    This book begins with an introduction to Data Science followed by the Python concepts. The readers will understand how to interact with various database and Statistics concepts with their Python implementations. You will learn how to import various types of data in Python, which is the first step of the data analysis process. Once you become comfortable with data importing, you will clean the dataset and after that will gain an understanding about various visualization charts. This book focuses on how to apply feature engineering techniques to make your data more valuable to an algorithm. The readers will get to know various Machine Learning Algorithms, concepts, Time Series data, and a few real-world case studies. This book also presents some best practices that will help you to be industry-ready.

    This book focuses on how to practice data science techniques while learning their concepts using Python and Jupyter. This book is a complete answer to the most common question that how can you get started with Data Science instead of explaining Mathematics and Statistics behind the Machine Learning Algorithms.

    What you will learn
  • Rapid understanding of Python concepts for data science applications.
  • Understand and practice how to run data analysis with data science techniques and algorithms.
  • Learn feature engineering, dealing with different datasets, and most trending machine learning algorithms.
  • Become self-sufficient to perform data science tasks with the best tools and techniques.

    Who this book is for
    This book is for a beginner or an experienced professional who is thinking about a career or a career switch to Data Science. Each chapter contains easy-to-follow Python examples.

    Table of Contents
    1. Data Science Fundamentals
    2. Installing Software and System Setup
    3. Lists and Dictionaries
    4. Package, Function, and Loop
    5. NumPy Foundation
    6. Pandas and DataFrame
    7. Interacting with Databases
    8. Thinking Statistically in Data Science
    9. How to Import Data in Python?
    10. Cleaning of Imported Data
    11. Data Visualization
    12. Data Pre-processing
    13. Supervised Machine Learning
    14. Unsupervised Machine Learning
    15. Handling Time-Series Data
    16. Time-Series Methods
    17. Case Study-1
    18. Case Study-2
    19. Case Study-3
    20. Case Study-4
    21. Python Virtual Environment
    22. Introduction to An Advanced Algorithm - CatBoost
    23. Revision of All Chapters’ Learning

    About the Author
    Prateek Gupta is a Data Enthusiast and loves data-driven technologies. Prateek has completed his B.Tech in Computer Science & Engineering and he is currently working as a Data Scientist in an IT company. Prateek has a total 9 years of experience in the software industry, and currently, he is working in the computer vision area. Prateek has implemented various end-to-end Data Science projects for fishing, winery, and ecommerce clients. His implemented object detection and recognition models and product recommendation engines have solved many business problems of various clients. His keen area of interest is in natural language processing and computer vision. In his leisure time, he writes posts about artificial intelligence in his blog.

    Blog links: http://dsbyprateekg.blogspot.com/
    LinkedIn Profile: https://www.linkedin.com/in/prateek-gupta-64203354/
  • Über die Autorin bzw. den Autor: Prateek Gupta is a seasoned Data Science professional with 6+ years of experience in finding patterns, applying advanced statistical methods and algorithms to uncover hidden insights and maximize revenue, profitability and ensure efficient operations management. He has worked with several multinational IT giants like HCL, Zensar and Sapient. He is a self-starter and committed data enthusiast with expertise in e-commerce domain. He has also helped clients like NTUC Singapore and Times Group India with his machine learning expertise in automatic product categorization, sentiment analysis, customer segmentation and recommendation engine. He is a staunch believer of the premise “Hard work triumphs talent when talent doesn’t work hard”. His keen area of interest is in the areas of cutting-edge research papers on machine learning and applications of natural language processing in various industry sectors. In his leisure time, he enjoys sharing knowledge through his blog and motivates young minds to enter the exciting world of Data Science.

    „Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

    Bibliografische Details

    Titel: Practical Data Science with Jupyter: Explore...
    Verlag: Bpb Publications
    Erscheinungsdatum: 2021
    Einband: Paperback
    Zustand: Very Good
    Zustand des Schutzumschlags: No Jacket

    ZVAB ist ein Internet-Marktplatz für neue, gebrauchte, antiquarische und vergriffene Bücher. Bei uns finden Sie Tausende professioneller Buchhändler weltweit und Millionen Bücher. Einkaufen beim ZVAB ist einfach und zu 100% sicher — Suchen Sie nach Ihrem Buch, erwerben Sie es über unsere sichere Kaufabwicklung und erhalten Sie Ihr Buch direkt vom Händler.

    Millionen neuer und gebrauchter Bücher bei tausenden Anbietern

    Antiquarische Bücher

    Antiquarische Bücher

    Von seltenen Erstausgaben bis hin zu begehrten signierten Ausgaben – beim ZVAB finden Sie eine große Anzahl seltener, wertvoller Bücher und Sammlerstücke.

    ZVAB Startseite

    Erstausgaben

    Erstausgaben

    Erstausgaben sind besondere Bücher, die den ersten Abdruck des Textes in seiner ursprünglichen Form darstellen. Hier finden sie Erstausgaben von damals bis heute.

    Erstausgaben

    Gebrauchte Bücher

    Gebrauchte Bücher

    Ob Bestseller oder Klassiker, das ZVAB bietet Ihnen eine breite Auswahl an gebrauchten Büchern: Stöbern Sie in unseren Rubriken und entdecken Sie ein Buch-Schnäppchen.

    Gebrauchte Bücher

    Mehr Bücher entdecken