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Day 18 — Learned NumPy Broadcasting today. Crazy how NumPy lets you do big operations without loops. Understanding axes + shapes made vectorization so easy #100DaysOfDataScience #NumPy #Python

sh63425's tweet image. Day 18 — Learned NumPy Broadcasting today.
Crazy how NumPy lets you do big operations without loops.
Understanding axes + shapes made vectorization so easy 
#100DaysOfDataScience #NumPy #Python
sh63425's tweet image. Day 18 — Learned NumPy Broadcasting today.
Crazy how NumPy lets you do big operations without loops.
Understanding axes + shapes made vectorization so easy 
#100DaysOfDataScience #NumPy #Python
sh63425's tweet image. Day 18 — Learned NumPy Broadcasting today.
Crazy how NumPy lets you do big operations without loops.
Understanding axes + shapes made vectorization so easy 
#100DaysOfDataScience #NumPy #Python

Explore the power of Python’s scientific computing core with @ibbysalam, as he breaks down a project-based approach to mastering #NumPy for real-world data analysis. towardsdatascience.com/numpy-for-abso…


Fibonacci Day Made with #python #numpy #matplotlib


Day 14 — NumPy Basics Learned how to create and reshape NumPy arrays today. Also checked array shapes, data types, and did some random matrix stats. NumPy is fast and actually fun 🔥 #100DaysOfDataScience #NumPy #Python

sh63425's tweet image. Day 14 — NumPy Basics

Learned how to create and reshape NumPy arrays today.
Also checked array shapes, data types, and did some random matrix stats.
NumPy is fast and actually fun 🔥
#100DaysOfDataScience #NumPy #Python
sh63425's tweet image. Day 14 — NumPy Basics

Learned how to create and reshape NumPy arrays today.
Also checked array shapes, data types, and did some random matrix stats.
NumPy is fast and actually fun 🔥
#100DaysOfDataScience #NumPy #Python
sh63425's tweet image. Day 14 — NumPy Basics

Learned how to create and reshape NumPy arrays today.
Also checked array shapes, data types, and did some random matrix stats.
NumPy is fast and actually fun 🔥
#100DaysOfDataScience #NumPy #Python

Back to the origins... "Eigen-man" Made with #python #numpy #numba #matplotlib

S_Conradi's tweet image. Back to the origins...
"Eigen-man"
Made with #python #numpy #numba #matplotlib

Day 7: Learned NumPy broadcasting today — scaling arrays of different shapes without extra memory. Feels like a superpower for fast, clean numerical computing. 🚀📊 #DataScience #NumPy #Python #LearningInPublic


Day 17 — NumPy Data Types Learned how NumPy handles data types today. Checked dtypes, converted between float & int, and saw how memory changes with different types. Crazy how much performance depends on choosing the right dtype #100DaysOfDataScience #NumPy #LearningInPublic

sh63425's tweet image. Day 17 — NumPy Data Types

Learned how NumPy handles data types today.
Checked dtypes, converted between float & int, and saw how memory changes with different types.
Crazy how much performance depends on choosing the right dtype 
#100DaysOfDataScience #NumPy #LearningInPublic
sh63425's tweet image. Day 17 — NumPy Data Types

Learned how NumPy handles data types today.
Checked dtypes, converted between float & int, and saw how memory changes with different types.
Crazy how much performance depends on choosing the right dtype 
#100DaysOfDataScience #NumPy #LearningInPublic

Day 16 — NumPy Indexing & Axis Learned how indexing works in 2D/3D arrays and finally understood axes (axis 0 = rows, axis 1 = columns). Feels much easier to slice and pick data now 🔥 #100DaysOfDataScience #NumPy #Python #LearningInPublic

sh63425's tweet image. Day 16 — NumPy Indexing & Axis 

Learned how indexing works in 2D/3D arrays and finally understood axes (axis 0 = rows, axis 1 = columns).
Feels much easier to slice and pick data now 🔥

#100DaysOfDataScience #NumPy #Python #LearningInPublic
sh63425's tweet image. Day 16 — NumPy Indexing & Axis 

Learned how indexing works in 2D/3D arrays and finally understood axes (axis 0 = rows, axis 1 = columns).
Feels much easier to slice and pick data now 🔥

#100DaysOfDataScience #NumPy #Python #LearningInPublic
sh63425's tweet image. Day 16 — NumPy Indexing & Axis 

Learned how indexing works in 2D/3D arrays and finally understood axes (axis 0 = rows, axis 1 = columns).
Feels much easier to slice and pick data now 🔥

#100DaysOfDataScience #NumPy #Python #LearningInPublic

Python list vs NumPy array for large-scale operations! 🚀 Measured time to multiply 10,000,000 elements by 2: List comprehension: 4.93 sec NumPy: 0.16 sec NumPy wins big thanks to fast, vectorized calculations. Data science = speed! 🐍⚡️ #Python #NumPy #DataScience

harshwardan_x's tweet image. Python list vs NumPy array for large-scale operations! 🚀

Measured time to multiply 10,000,000 elements by 2:

List comprehension: 4.93 sec

NumPy: 0.16 sec

NumPy wins big thanks to fast, vectorized calculations. Data science = speed! 🐍⚡️

#Python #NumPy #DataScience

NumPy (Numerical Python) is an open source Python library. NumPy is the fundamental package for scientific computing in Python. In this article, we will explore How to do Data Analysis using NumPy. #numpy #python #analysis blackslate.io/articles/data-…

blackslate.io

Data Analysis using NumPy

Data analysis using NumPy


Day 18 — Learned NumPy Broadcasting today. Crazy how NumPy lets you do big operations without loops. Understanding axes + shapes made vectorization so easy #100DaysOfDataScience #NumPy #Python

sh63425's tweet image. Day 18 — Learned NumPy Broadcasting today.
Crazy how NumPy lets you do big operations without loops.
Understanding axes + shapes made vectorization so easy 
#100DaysOfDataScience #NumPy #Python
sh63425's tweet image. Day 18 — Learned NumPy Broadcasting today.
Crazy how NumPy lets you do big operations without loops.
Understanding axes + shapes made vectorization so easy 
#100DaysOfDataScience #NumPy #Python
sh63425's tweet image. Day 18 — Learned NumPy Broadcasting today.
Crazy how NumPy lets you do big operations without loops.
Understanding axes + shapes made vectorization so easy 
#100DaysOfDataScience #NumPy #Python

Day 7: Learned NumPy broadcasting today — scaling arrays of different shapes without extra memory. Feels like a superpower for fast, clean numerical computing. 🚀📊 #DataScience #NumPy #Python #LearningInPublic


Explore the power of Python’s scientific computing core with @ibbysalam, as he breaks down a project-based approach to mastering #NumPy for real-world data analysis. towardsdatascience.com/numpy-for-abso…


Day 17 — NumPy Data Types Learned how NumPy handles data types today. Checked dtypes, converted between float & int, and saw how memory changes with different types. Crazy how much performance depends on choosing the right dtype #100DaysOfDataScience #NumPy #LearningInPublic

sh63425's tweet image. Day 17 — NumPy Data Types

Learned how NumPy handles data types today.
Checked dtypes, converted between float & int, and saw how memory changes with different types.
Crazy how much performance depends on choosing the right dtype 
#100DaysOfDataScience #NumPy #LearningInPublic
sh63425's tweet image. Day 17 — NumPy Data Types

Learned how NumPy handles data types today.
Checked dtypes, converted between float & int, and saw how memory changes with different types.
Crazy how much performance depends on choosing the right dtype 
#100DaysOfDataScience #NumPy #LearningInPublic

Day 6: Learned about NumPy data types & type casting today. Choosing the right dtype = better speed, lower memory, fewer errors. NumPy makes the basics feel powerful. 🚀📊 #DataScience #NumPy #Python #LearningInPublic


Day 16 — NumPy Indexing & Axis Learned how indexing works in 2D/3D arrays and finally understood axes (axis 0 = rows, axis 1 = columns). Feels much easier to slice and pick data now 🔥 #100DaysOfDataScience #NumPy #Python #LearningInPublic

sh63425's tweet image. Day 16 — NumPy Indexing & Axis 

Learned how indexing works in 2D/3D arrays and finally understood axes (axis 0 = rows, axis 1 = columns).
Feels much easier to slice and pick data now 🔥

#100DaysOfDataScience #NumPy #Python #LearningInPublic
sh63425's tweet image. Day 16 — NumPy Indexing & Axis 

Learned how indexing works in 2D/3D arrays and finally understood axes (axis 0 = rows, axis 1 = columns).
Feels much easier to slice and pick data now 🔥

#100DaysOfDataScience #NumPy #Python #LearningInPublic
sh63425's tweet image. Day 16 — NumPy Indexing & Axis 

Learned how indexing works in 2D/3D arrays and finally understood axes (axis 0 = rows, axis 1 = columns).
Feels much easier to slice and pick data now 🔥

#100DaysOfDataScience #NumPy #Python #LearningInPublic

Day 5: Got into multi-dimensional NumPy today — indexing, understanding axes, and modifying data along a specific axis. NumPy is starting to feel powerful! 🚀📊 #DataScience #Python #NumPy #LearningInPublic


Day 15 — Learned NumPy indexing & slicing today. Practiced 1D/2D indexing, boolean masks, and fancy indexing. Feeling way more confident with array operations now 🔥 #100DaysOfDataScience #NumPy #Python


Day 4: Learned NumPy ✅ Why it’s faster than Python lists, how to create arrays, and slicing/indexing 1D arrays. Big step forward — NumPy is powerful! 🚀📊 #DataScience #Python #NumPy #LearningInPublic


Great data science session today! 🎉 We explored Fast Numerical Computing with NumPy, covering vectorization, broadcasting & efficient array operations. Thanks to everyone who joined and engaged! #GDGJKUAT #NumPy #Python #TechCommunity

gdgcampusJKUAT's tweet image. Great data science session today! 🎉
We explored Fast Numerical Computing with NumPy, covering vectorization, broadcasting & efficient array operations.
Thanks to everyone who joined and engaged!
#GDGJKUAT #NumPy #Python #TechCommunity
gdgcampusJKUAT's tweet image. Great data science session today! 🎉
We explored Fast Numerical Computing with NumPy, covering vectorization, broadcasting & efficient array operations.
Thanks to everyone who joined and engaged!
#GDGJKUAT #NumPy #Python #TechCommunity
gdgcampusJKUAT's tweet image. Great data science session today! 🎉
We explored Fast Numerical Computing with NumPy, covering vectorization, broadcasting & efficient array operations.
Thanks to everyone who joined and engaged!
#GDGJKUAT #NumPy #Python #TechCommunity

Day 14 — NumPy Basics Learned how to create and reshape NumPy arrays today. Also checked array shapes, data types, and did some random matrix stats. NumPy is fast and actually fun 🔥 #100DaysOfDataScience #NumPy #Python

sh63425's tweet image. Day 14 — NumPy Basics

Learned how to create and reshape NumPy arrays today.
Also checked array shapes, data types, and did some random matrix stats.
NumPy is fast and actually fun 🔥
#100DaysOfDataScience #NumPy #Python
sh63425's tweet image. Day 14 — NumPy Basics

Learned how to create and reshape NumPy arrays today.
Also checked array shapes, data types, and did some random matrix stats.
NumPy is fast and actually fun 🔥
#100DaysOfDataScience #NumPy #Python
sh63425's tweet image. Day 14 — NumPy Basics

Learned how to create and reshape NumPy arrays today.
Also checked array shapes, data types, and did some random matrix stats.
NumPy is fast and actually fun 🔥
#100DaysOfDataScience #NumPy #Python

Discrete Lagrangian Descriptor visualizations are amazing! Made with #python #numpy #matplotlib

S_Conradi's tweet image. Discrete Lagrangian Descriptor visualizations are amazing!
Made with #python #numpy #matplotlib

Numpy Cheat Sheet #python #numpy

PythonPr's tweet image. Numpy Cheat Sheet 
#python #numpy

Matrix operations? Sorted Played around with NumPy ....addition, dot, transpose, determinant & inverse! #PythonDev #NumPy

VishakhaKa58462's tweet image. Matrix operations? Sorted 
Played around with NumPy ....addition, dot, transpose, determinant & inverse! 
#PythonDev #NumPy
VishakhaKa58462's tweet image. Matrix operations? Sorted 
Played around with NumPy ....addition, dot, transpose, determinant & inverse! 
#PythonDev #NumPy

Discrete Lagrangian Descriptor for my chaotic map. Made with #python #numpy #matplotlib

S_Conradi's tweet image. Discrete Lagrangian Descriptor for my chaotic map.
Made with #python #numpy #matplotlib

Julia set using Lagrangian Descriptor Made with #python #numpy #matplotlib

S_Conradi's tweet image. Julia set using Lagrangian Descriptor
Made with #python #numpy #matplotlib

BOOM 💥 - Conformal Prediction - hardcore style. There is no better way to really learn things than implementing them by hand. Jonas Wacker created a @karpathy style repo implementing conformal prediction in numpy! 🔥🔥🔥🔥🔥 #conformalprediction #numpy

predict_addict's tweet image. BOOM 💥 - Conformal Prediction - hardcore style. There is no better way to really learn things than implementing them by hand. 

Jonas Wacker created a @karpathy style repo implementing conformal prediction in numpy! 🔥🔥🔥🔥🔥

#conformalprediction #numpy

Day 18 — Learned NumPy Broadcasting today. Crazy how NumPy lets you do big operations without loops. Understanding axes + shapes made vectorization so easy #100DaysOfDataScience #NumPy #Python

sh63425's tweet image. Day 18 — Learned NumPy Broadcasting today.
Crazy how NumPy lets you do big operations without loops.
Understanding axes + shapes made vectorization so easy 
#100DaysOfDataScience #NumPy #Python
sh63425's tweet image. Day 18 — Learned NumPy Broadcasting today.
Crazy how NumPy lets you do big operations without loops.
Understanding axes + shapes made vectorization so easy 
#100DaysOfDataScience #NumPy #Python
sh63425's tweet image. Day 18 — Learned NumPy Broadcasting today.
Crazy how NumPy lets you do big operations without loops.
Understanding axes + shapes made vectorization so easy 
#100DaysOfDataScience #NumPy #Python

New project.... Made with #python #numba #numpy #matplotlib

S_Conradi's tweet image. New project....
Made with #python #numba #numpy #matplotlib

When working in numpy, avoid for loops at all costs. #numpy #python

predict_addict's tweet image. When working in numpy, avoid for loops at all costs.

#numpy #python

Built a simple Number Guessing game using NumPy today ... Learned more concepts which I’ll be posting tomorrow. Slowly levelling up with practice.. #python #numpy

VishakhaKa58462's tweet image. Built a simple Number Guessing game using NumPy today ... Learned more concepts which I’ll be posting tomorrow. Slowly levelling up with practice..
#python #numpy
VishakhaKa58462's tweet image. Built a simple Number Guessing game using NumPy today ... Learned more concepts which I’ll be posting tomorrow. Slowly levelling up with practice..
#python #numpy

Halley's Complex Garden Made with #python #numpy #matplotlib

S_Conradi's tweet image. Halley's Complex Garden
Made with #python #numpy #matplotlib

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