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Data Science Real-Life Data Science Exercises Included: Comprehensive guide to data science with practical exercises

by Elian Greystone
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Current price ₹1,423.00
Original price ₹1,584.00
Original price ₹1,584.00
Original price ₹1,584.00
(-10%)
₹1,423.00
Current price ₹1,423.00

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Book cover type: Paperback
  • ISBN13: 9798288036279
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 186
  • Original Price: GBP 12.52
  • Language: English
  • Edition: N/A
  • Item Weight: 254 grams
  • BISAC Subject(s): Database Administration & Management

Learn Data Science by Doing - Real-World Projects, Practical Exercises, and Essential Theory

Ready to go beyond the buzzwords and actually apply data science in real-world settings? This hands-on guide is your gateway to mastering the tools, concepts, and mindset of a professional data scientist - even if you're just starting out.

From data wrangling and exploratory analysis to machine learning and model evaluation, this book offers a complete roadmap - plus practical exercises and real datasets to help you solidify your understanding through action.


What You'll Learn:

✅ Foundations of data science and the data lifecycle
✅ Data collection, cleaning, and preprocessing techniques
✅ Exploratory data analysis (EDA) using Pandas, NumPy, and Matplotlib
✅ Feature engineering and selection
✅ Supervised and unsupervised machine learning models
✅ Real-world exercises using classification, regression, clustering
✅ Model evaluation, tuning, and deployment basics
✅ Python-based workflows with Scikit-learn, Jupyter, and more
✅ Working with real datasets: sales data, customer data, medical records, and more
✅ Tips for building a data science portfolio for interviews and freelancing

Whether you're transitioning into data science, studying for interviews, or looking to strengthen your practical skills - this book ensures you learn by doing, not just reading.

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