Lyt når som helst, hvor som helst

Nyd den ubegrænsede adgang til tusindvis af spændende e- og lydbøger - helt gratis

  • Lyt og læs så meget du har lyst til
  • Opdag et kæmpe bibliotek fyldt med fortællinger
  • Eksklusive titler + Mofibo Originals
  • Opsig når som helst
Start tilbuddet
DK - Details page - Device banner - 894x1036

Python for Big Data: Clear Guide to Understanding and Implementing Data Structures in Real-World Applications

Længde
2T 15M
Sprog
Engelsk
Format
Kategori

Fakta

In the age of Big Data, organizations are leveraging vast amounts of information to drive innovation, make data-driven decisions, and solve complex problems. Python for Big Data is a comprehensive guide that explores the powerful role Python plays in managing, processing, and analyzing large datasets efficiently. Whether you're new to the world of data or an experienced developer seeking to deepen your skills, this book provides a step-by-step journey through Python's big data ecosystem.

The book begins by introducing Python’s fundamental data handling libraries like Pandas and NumPy, and scales up to working with distributed computing tools such as Dask and Apache Spark. You'll learn to process and analyze structured and unstructured data, build machine learning models with Scikit-learn and SparkML, and delve into deep learning with frameworks like TensorFlow and PyTorch.

From setting up your Python environment to building real-time data pipelines using Apache Kafka and PySpark Streaming, this book covers the entire data lifecycle. You’ll also learn how to visualize large datasets, optimize performance, and scale your Python applications across distributed environments with Docker and Kubernetes.

With practical case studies from industries like retail, healthcare, and social media analytics, Python for Big Data combines theory with real-world applications to equip you with the skills necessary to tackle big data challenges. Whether you're managing petabytes of data, building predictive models, or automating analytics, this book is your ultimate guide to using Python effectively in big data environments.

© 2025 Ben Rizer (Lydbog): 9798318445040

Release date

Lydbog: 15. marts 2025

Andre kan også lide...

  1. Data Science with Python for Beginners: A Beginner's Guide to Unraveling Insights with Python Brian Paul
  2. Deep Learning with Python for Beginners: Comprehensive Guide to Mastering Neural Networks Brandon Scott
  3. Python: - The Bible- 3 Manuscripts in 1 book: Python Programming for Beginners - Python Programming for Intermediates - Python Programming for Advanced Maurice J. Thompson
  4. Big Data Frameworks: Architectures, Tools, and Techniques for Managing Large-Scale Data. Mark Jackson
  5. Python for Data Analysis: Unlocking the Potential of Data Through Python Brian Paul
  6. Machine Learning with Python for Beginners: An Advanced Guide to Unleashing the Power of AI Saimon Carrie
  7. Python: 3 books in 1 : Python Basics for Beginners + Python Automation Techniqus and Web Scraping + Python for Data Science and Machine Learning Andy Vickler
  8. Machine Learning with Python for Beginners: A Beginner’s Guide to Understanding and Implementing Machine Learning Using Python Saimon Carrie
  9. Python for Beginners: 2 Books in 1: Coding for Beginners Using Python + Python Crash Course Mark Matthes, Eric Lutz
  10. Data Visualization Guide: Clear Guide to Data Science and Visualization Alex Campbell
  11. Deep Learning for Finance: Creating Machine & Deep Learning Models for Trading in Python Sofien Kaabar
  12. Python for Beginners: Comprehensive Guide to the Basics of Programming, Machine Learning, Data Science and Analysis with Python. Alex Campbell
  13. Learning from Data Introbooks Team
  14. The Developer's Playbook for Large Language Model Security: Building Secure AI Applications Steve Wilson
  15. Data Science for Beginners: Comprehensive Guide to Most Important Basics in Data Science Alex Campbell
  16. Machine Learning, Deep Learning & Generative AI: Understanding the Complete Modern AI in 2024: ML, DL & Gen AI Et Tu Code
  17. Python for Beginners: A Crash Course Guide to Learn Python in 1 Week Timothy C. Needham
  18. Guardrails: Guiding Human Decisions in the Age of AI Viktor Mayer-Schönberger
  19. Why We're Polarized Ezra Klein
  20. Scary Smart: The Future of Artificial Intelligence and How You Can Save Our World Mo Gawdat
  21. The Fourth Age: Smart Robots, Conscious Computers, and the Future of Humanity Byron Reese
  22. The Gene: An Intimate History Siddhartha Mukherjee
  23. Probably the Best Book on Statistics Ever Written: How to Beat the Odds and Make Better Decisions Haim Shapira
  24. AI Needs You: How We Can Change AI's Future and Save Our Own Verity Harding
  25. Inflation: A Guide for Users and Losers Mark Blyth
  26. The Reagan Revolution: A Very Short Introduction Gil Troy
  27. Superconductivity: A Very Short Introduction Stephen J. Blundell
  28. How Countries Go Broke: Principles for Navigating the Big Debt Cycle, Where We Are Headed, and What We Should Do Ray Dalio
  29. George Bernard Shaw: A Very Short Introduction Christopher Wixson
  30. The American Presidency: A Very Short Introduction, 2nd Edition Charles O. Jones
  31. Habeas Corpus: A Very Short Introduction Amanda Tyler
  32. Biogeography: A Very Short Introduction Mark V. Lomolino
  33. American Political Parties and Elections: A Very Short Introduction L. Sandy Maisel
  34. World Music: A Very Short Introduction Philip V. Bohlman
  35. The Beats: A Very Short Introduction David Sterritt
  36. American Business History: A Very Short Introduction Walter A. Friedman
  37. Brave Companions David McCullough
  38. Metternich: Strategist and Visionary Wolfram Siemann
  39. Cryptography: A Very Short Introduction Sean Murphy
  40. Prohibition: A Very Short Introduction W. J. Rorabaugh
  41. The Ghetto: A Very Short Introduction Bryan Cheyette
  42. Fire: A Very Short Introduction Andrew C. Scott
  43. Reconstruction: A Very Short Introduction Allen C. Guelzo
  44. Dynasty: A Very Short Introduction Jeroen Duindam
  45. American Legal History: A Very Short Introduction G. Edward White
  46. American Intellectual History: A Very Short Introduction Jennifer Ratner-Rosenhagen

Vælg dit abonnement

  • Over 600.000 titler

  • Download og nyd titler offline

  • Eksklusive titler + Mofibo Originals

  • Børnevenligt miljø (Kids Mode)

  • Det er nemt at opsige når som helst

Flex

For dig som vil prøve Mofibo.

89 kr. /måned
  • 1 konto

  • 20 timer/måned

  • Gem op til 100 ubrugte timer

  • Eksklusivt indhold hver uge

  • Fri lytning til podcasts

  • Ingen binding

Prøv gratis
Den mest populære

Premium

For dig som lytter og læser ofte.

129 kr. /måned
  • 1 konto

  • 100 timer/måned

  • Eksklusivt indhold hver uge

  • Fri lytning til podcasts

  • Ingen binding

Start tilbuddet

Unlimited

For dig som lytter og læser ubegrænset.

149 kr. /måned
  • 1 konto

  • Ubegrænset adgang

  • Eksklusivt indhold hver uge

  • Fri lytning til podcasts

  • Ingen binding

Start tilbuddet

Family

For dig som ønsker at dele historier med familien.

Fra 179 kr. /måned
  • 2-6 konti

  • 100 timer/måned pr. konto

  • Fri lytning til podcasts

  • Kun 39 kr. pr. ekstra konto

  • Ingen binding

2 konti

179 kr. /måned
Prøv gratis