Practice python

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• Basics of Python Programming

• a. Lists, Tuples, Dictionaries, Conditionals, Loops, etc... https://lnkd.in/gWRbc3J

• b. Data Structures & Algorithms https://lnkd.in/gYKnJWN

• d. NumPy Arrays: https://lnkd.in/geeFePh

• c. Regex: https://lnkd.in/gzUahNV

• Linear Algebra with Python

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• Practice Coding Challenges

• a. Hacker Rank: https://lnkd.in/gEufBUu

• b. Codeacademy: https://lnkd.in/gGQ7cuv

• c. LeetCode: https://leetcode.com/

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Outlier Detection — Theory, Visualizations, and Code

Pricing

• American Put numerical Example

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• Time Series tslearn’s documentation ***

• The Most Important Fundamentals of PyTorch you Should Know - KDnuggets

• Python Web Scraping: Stock Market Statistics on Yahoo Finance

• Ultra-fast and Accurate Derivatives Pricing with Deep Learning

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• Data Manipulation

• a. Pandas: https://lnkd.in/gxSgfuQ

• b. Pandas Cheatsheet: https://lnkd.in/gfAdcpw

• c. SQLAlchemy: https://lnkd.in/gjvbm7h

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• Data Visualization

• a. Matplotlib: https://lnkd.in/g_3fx_6

• b. Seaborn: https://lnkd.in/gih7hqz

• c. Plotly: https://lnkd.in/gBYBMXc

• d. Python Graph Gallery: https://lnkd.in/gdGe-ef

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• Machine Learning / Deep Learning

• a. Skcikit-Learn Tutorial: https://lnkd.in/gT5nNwS

• b. Deep Learning Tutorial: https://lnkd.in/gHKWM5m

• c. Kaggle Kernels: https://lnkd.in/e_VcNpk

• d. Kaggle Competitions: https://lnkd.in/epb9c8N