Here are some great Python Resources to learn DataScience and MachineLearning:
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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
Practice Coding Challenges
a. Hacker Rank: https://lnkd.in/gEufBUu
b. Codeacademy: https://lnkd.in/gGQ7cuv
c. LeetCode: https://leetcode.com/
Data Manipulation
a. Pandas: https://lnkd.in/gxSgfuQ
b. Pandas Cheatsheet: https://lnkd.in/gfAdcpw
c. SQLAlchemy: https://lnkd.in/gjvbm7h
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
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
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Hope this helps! Python is definitely a handy tool to learn right now! Feel free to share your list of resources below. Stay tuned for more :)
Kiran Vasadi
Kiran Vasadi
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