Data Science from Scratch: First Principles with Python

By:

Gurs, Joel

Material type: Text

TextPublication details: Shroff Publishers & Distributors Pvt. Ltd. 2019 MumbaiEdition: 2nd edDescription: 384pISBN:

9789352138326

Subject(s):

Python (Computer program language) - Database management

DDC classification:

005.7565 GRU

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Average rating: 1.0 (1 votes)

Holdings
Item type	Current library	Item location	Collection	Call number	Status	Date due	Barcode	Item holds
Book	NIMA Knowledge Centre	9th Floor Reading Zone	General	005.7565 GRU (Browse shelf(Opens below))	Checked out	03/10/2025	M0036277

Total holds: 0

1. Introduction
2. A Crash Course in Python
3. Visualizing Data
4. Linear Algebra
5. Statistics
6. Probability
7. Hypothesis and Inference
8. Gradient Descent
9. Getting Data
10. Working with Data
11. Machine Learning
12. k-Nearest Neighbors
13. Naive Bayes
14. Simple Linear Regression
15. Multiple Regression
16. Logistic Regression
17. Decision Trees
18. Neural Networks
19. Deep Learning
20. Clustering
21. Natural Language Processing
22. Network Analysis
23. Recommender Systems
24. Databases and SQL
25. Map Reduce
26. Data Ethics
27. Go Forth and Do Data Science

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