Data Science from Scratch: First Principles with Python By Joel Grus PDF - Zeldatech

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Thursday, 19 September 2019

Data Science from Scratch: First Principles with Python By Joel Grus PDF

Download Book : Data Science from Scratch: First Principles with Python By Joel Grus PDF


Informations about the book:



Title: Data Science from Scratch: First Principles with Python

Author: Joel Grus

Size4 MB

FormatEPUB

Year
2019

Pages
-

Book Contents:


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


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