Forwarded from Machine Learning with Python
๐ THE 7-DAY PROFIT CHALLENGE! ๐
Can you turn $100 into $5,000 in just 7 days?
Lisa can. And sheโs challenging YOU to do the same. ๐
https://t.iss.one/+AOPQVJRWlJc5ZGRi
https://t.iss.one/+AOPQVJRWlJc5ZGRi
https://t.iss.one/+AOPQVJRWlJc5ZGRi
Can you turn $100 into $5,000 in just 7 days?
Lisa can. And sheโs challenging YOU to do the same. ๐
https://t.iss.one/+AOPQVJRWlJc5ZGRi
https://t.iss.one/+AOPQVJRWlJc5ZGRi
https://t.iss.one/+AOPQVJRWlJc5ZGRi
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This GitHub repo is a gold mine for EVERY data scientist!
(full of hands-on and interactive tutorials)
DS Interactive Python provides several dashboards to interactively learn about statistics, ML models, and other related theoretical concepts!
Some key topics you can understand interactively:
โข PCA
โข Bagging and boosting
โข Linear regression and OLS
โข Bayesian and frequentist statistics
โข confidence intervals
โข clustering (kmeans, spectral clustering, etc.)
โข central limit theorem
โข neural networks (the backpropagation animation is really good)
โข and many more.
Link: https://github.com/GeostatsGuy/DataScienceInteractivePython
https://t.iss.one/CodeProgrammer
(full of hands-on and interactive tutorials)
DS Interactive Python provides several dashboards to interactively learn about statistics, ML models, and other related theoretical concepts!
Some key topics you can understand interactively:
โข PCA
โข Bagging and boosting
โข Linear regression and OLS
โข Bayesian and frequentist statistics
โข confidence intervals
โข clustering (kmeans, spectral clustering, etc.)
โข central limit theorem
โข neural networks (the backpropagation animation is really good)
โข and many more.
Link: https://github.com/GeostatsGuy/DataScienceInteractivePython
https://t.iss.one/CodeProgrammer
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Create a Wi-Fi QR code in Python in a couple of seconds
๐ @codeprogrammer
pip install wifi_qrcode_generator
import wifi_qrcode_generator.generator
from PIL import Image
ssid = "CLCoding_WIFI"
password = "supersecret123"
security = "WPA"
from wifi_qrcode_generator.generator import wifi_qrcode
qr = wifi_qrcode(ssid, False, security, password)
qr.make_image().save("wifi_qr.png")
Image.open("wifi_qr.png")
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๐ธ PacketSDK--A New Way To Make Revenue From Your Apps
Regardless of whether your app is on desktop, mobile, TV, or Unity platforms, no matter which app monetization tools youโre using, PacketSDK can bring you additional revenue!
โ Working Principle: Convert your app's active users into profits ๐ฅโ๐ต
โ Product Features: Ad-free monetization ๐ซ, no user interference
โ Additional Revenue: Fully compatible with your existing ad SDKs
โ CCPA & GDPR: Based on user consent, no collection of any personal data ๐
โ Easy Integration: Only a few simple steps, taking approximately 30 minutes
Join us๏ผhttps://www.packetsdk.com/?utm-source=SyWayQNK
Contact us & Estimated income:
Telegram:@Packet_SDK
Whatsapp:https://wa.me/85256440384
Teams:https://teams.live.com/l/invite/FBA_1zP2ehmA6Jn4AI
โฐ Join early ,earn early!
Regardless of whether your app is on desktop, mobile, TV, or Unity platforms, no matter which app monetization tools youโre using, PacketSDK can bring you additional revenue!
โ Working Principle: Convert your app's active users into profits ๐ฅโ๐ต
โ Product Features: Ad-free monetization ๐ซ, no user interference
โ Additional Revenue: Fully compatible with your existing ad SDKs
โ CCPA & GDPR: Based on user consent, no collection of any personal data ๐
โ Easy Integration: Only a few simple steps, taking approximately 30 minutes
Join us๏ผhttps://www.packetsdk.com/?utm-source=SyWayQNK
Contact us & Estimated income:
Telegram:@Packet_SDK
Whatsapp:https://wa.me/85256440384
Teams:https://teams.live.com/l/invite/FBA_1zP2ehmA6Jn4AI
โฐ Join early ,earn early!
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Amazing NumPy Cheat Sheet.pdf
259.7 KB
Amazing NumPy Cheat Sheet Snippet with 100 exercises for practicing the concept to get hands on to clear the coding round in the interviews
#NumPy #codingexams
https://t.iss.one/CodeProgrammer
#NumPy #codingexams
https://t.iss.one/CodeProgrammer
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Machine Learning with Python
๐ธ PacketSDK--A New Way To Make Revenue From Your Apps Regardless of whether your app is on desktop, mobile, TV, or Unity platforms, no matter which app monetization tools youโre using, PacketSDK can bring you additional revenue! โ Working Principle: Convertโฆ
I want to share a tool that I genuinely believe can make a real difference for anyone building apps: PacketSDK. Many developers have strong active-user bases but still struggle to increase revenue. Thatโs exactly why this solution stands outโit adds extra income without disrupting users or interfering with your existing monetization methods.
Why I strongly recommend it:
* It turns your active users into immediate profit without showing ads.
* Integration is fast and straightforwardโaround 30 minutes.
* It works on all platforms: mobile, desktop, TV, Unity, and more.
As a channel owner, I recommend trying this service; you have nothing to lose.
I used it and found its earnings amazing.
Why I strongly recommend it:
* It turns your active users into immediate profit without showing ads.
* Integration is fast and straightforwardโaround 30 minutes.
* It works on all platforms: mobile, desktop, TV, Unity, and more.
As a channel owner, I recommend trying this service; you have nothing to lose.
I used it and found its earnings amazing.
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๐ช +30.560$ with 300$ in a month of trading! We can teach you how to earn! FREE!
It was a challenge - a marathon 300$ to 30.000$ on trading, together with Lisa!
What is the essence of earning?: "Analyze and open a deal on the exchange, knowing where the currency rate will go. Lisa trades every day and posts signals on her channel for free."
๐นStart: $150
๐น Goal: $20,000
๐นPeriod: 1.5 months.
Join and get started, there will be no second chance๐
https://t.iss.one/+L9_l-dxOJxI2ZGUy
https://t.iss.one/+L9_l-dxOJxI2ZGUy
https://t.iss.one/+L9_l-dxOJxI2ZGUy
It was a challenge - a marathon 300$ to 30.000$ on trading, together with Lisa!
What is the essence of earning?: "Analyze and open a deal on the exchange, knowing where the currency rate will go. Lisa trades every day and posts signals on her channel for free."
๐นStart: $150
๐น Goal: $20,000
๐นPeriod: 1.5 months.
Join and get started, there will be no second chance๐
https://t.iss.one/+L9_l-dxOJxI2ZGUy
https://t.iss.one/+L9_l-dxOJxI2ZGUy
https://t.iss.one/+L9_l-dxOJxI2ZGUy
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All Cheat Sheets Collection (3).pdf
2.7 MB
Python For Data Science Cheat Sheet
#python #datascience #DataAnalysis
https://t.iss.one/CodeProgrammer
React โฅ๏ธ for more amazing content
#python #datascience #DataAnalysis
https://t.iss.one/CodeProgrammer
React โฅ๏ธ for more amazing content
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๐ ๐๐ฉ๐จ๐๐ก ๐ฏ๐ฌ ๐๐ญ๐๐ซ๐๐ญ๐ข๐จ๐ง ๐ข๐ง ๐๐๐๐ฉ ๐๐๐๐ซ๐ง๐ข๐ง๐ โ ๐๐ก๐ ๐๐จ๐ฌ๐ญ ๐๐จ๐ฆ๐ฆ๐จ๐ง๐ฅ๐ฒ ๐๐จ๐ง๐๐ฎ๐ฌ๐๐ ๐๐๐ซ๐ฆ๐ฌ!
When training a neural network, two words confuse most beginners:
๐น ๐๐ฉ๐จ๐๐ก
๐๐ฏ ๐ฆ๐ฑ๐ฐ๐ค๐ฉ ๐ฎ๐ฆ๐ข๐ฏ๐ด ๐ต๐ฉ๐ฆ ๐ฎ๐ฐ๐ฅ๐ฆ๐ญ ๐ฉ๐ข๐ด ๐ด๐ฆ๐ฆ๐ฏ ๐ต๐ฉ๐ฆ ๐ฆ๐ฏ๐ต๐ช๐ณ๐ฆ ๐ฅ๐ข๐ต๐ข๐ด๐ฆ๐ต ๐ฐ๐ฏ๐ค๐ฆ.
๐๐ง ๐บ๐ฐ๐ถ ๐ต๐ณ๐ข๐ช๐ฏ ๐ง๐ฐ๐ณ 10 ๐ฆ๐ฑ๐ฐ๐ค๐ฉ๐ด, ๐บ๐ฐ๐ถ๐ณ ๐ฎ๐ฐ๐ฅ๐ฆ๐ญ ๐จ๐ฐ๐ฆ๐ด ๐ต๐ฉ๐ณ๐ฐ๐ถ๐จ๐ฉ ๐ต๐ฉ๐ฆ ๐ธ๐ฉ๐ฐ๐ญ๐ฆ ๐ฅ๐ข๐ต๐ข 10 ๐ต๐ช๐ฎ๐ฆ๐ด.
๐น ๐๐ญ๐๐ซ๐๐ญ๐ข๐จ๐ง
๐๐ฏ ๐ช๐ต๐ฆ๐ณ๐ข๐ต๐ช๐ฐ๐ฏ ๐ช๐ด ๐ฐ๐ฏ๐ฆ ๐ธ๐ฆ๐ช๐จ๐ฉ๐ต ๐ถ๐ฑ๐ฅ๐ข๐ต๐ฆ, ๐ฃ๐ข๐ด๐ฆ๐ฅ ๐ฐ๐ฏ ๐ข ๐ด๐ช๐ฏ๐จ๐ญ๐ฆ ๐ฃ๐ข๐ต๐ค๐ฉ ๐ฐ๐ง ๐ฅ๐ข๐ต๐ข.
If you have:
10,000 ๐ณ๐ฆ๐ค๐ฐ๐ณ๐ฅ๐ด
๐๐ข๐ต๐ค๐ฉ ๐ด๐ช๐ป๐ฆ = 100
๐ ๐๐ฉ๐ฆ๐ฏ ๐บ๐ฐ๐ถ ๐จ๐ฆ๐ต 100 ๐ช๐ต๐ฆ๐ณ๐ข๐ต๐ช๐ฐ๐ฏ๐ด ๐ฑ๐ฆ๐ณ ๐ฆ๐ฑ๐ฐ๐ค๐ฉ.
โ๏ธ ๐๐ข๐ฆ๐ฉ๐ฅ๐ ๐๐ง๐๐ฅ๐จ๐ ๐ฒ
๐๐ก๐ข๐ง๐ค ๐จ๐ ๐ ๐จ๐ข๐ง๐ ๐ญ๐จ ๐ญ๐ก๐ ๐ ๐ฒ๐ฆ:
๐๐ฉ๐จ๐๐ก = ๐๐จ๐ฆ๐ฉ๐ฅ๐๐ญ๐ข๐ง๐ ๐ญ๐ก๐ ๐๐ง๐ญ๐ข๐ซ๐ ๐ฐ๐จ๐ซ๐ค๐จ๐ฎ๐ญ ๐ฉ๐ฅ๐๐ง ๐จ๐ง๐๐
๐๐ญ๐๐ซ๐๐ญ๐ข๐จ๐ง = ๐๐จ๐ข๐ง๐ ๐จ๐ง๐ ๐ฌ๐๐ญ ๐ข๐ง๐ฌ๐ข๐๐ ๐ญ๐ก๐๐ญ ๐ฐ๐จ๐ซ๐ค๐จ๐ฎ๐ญ
The model becomes stronger with every iteration, and improves overall with more epochs.
Read More: https://telegra.ph/Demystifying-Epochs--Iterations-in-Deep-Learning-11-24
๐ @codeprogrammer
When training a neural network, two words confuse most beginners:
๐น ๐๐ฉ๐จ๐๐ก
๐๐ฏ ๐ฆ๐ฑ๐ฐ๐ค๐ฉ ๐ฎ๐ฆ๐ข๐ฏ๐ด ๐ต๐ฉ๐ฆ ๐ฎ๐ฐ๐ฅ๐ฆ๐ญ ๐ฉ๐ข๐ด ๐ด๐ฆ๐ฆ๐ฏ ๐ต๐ฉ๐ฆ ๐ฆ๐ฏ๐ต๐ช๐ณ๐ฆ ๐ฅ๐ข๐ต๐ข๐ด๐ฆ๐ต ๐ฐ๐ฏ๐ค๐ฆ.
๐๐ง ๐บ๐ฐ๐ถ ๐ต๐ณ๐ข๐ช๐ฏ ๐ง๐ฐ๐ณ 10 ๐ฆ๐ฑ๐ฐ๐ค๐ฉ๐ด, ๐บ๐ฐ๐ถ๐ณ ๐ฎ๐ฐ๐ฅ๐ฆ๐ญ ๐จ๐ฐ๐ฆ๐ด ๐ต๐ฉ๐ณ๐ฐ๐ถ๐จ๐ฉ ๐ต๐ฉ๐ฆ ๐ธ๐ฉ๐ฐ๐ญ๐ฆ ๐ฅ๐ข๐ต๐ข 10 ๐ต๐ช๐ฎ๐ฆ๐ด.
๐น ๐๐ญ๐๐ซ๐๐ญ๐ข๐จ๐ง
๐๐ฏ ๐ช๐ต๐ฆ๐ณ๐ข๐ต๐ช๐ฐ๐ฏ ๐ช๐ด ๐ฐ๐ฏ๐ฆ ๐ธ๐ฆ๐ช๐จ๐ฉ๐ต ๐ถ๐ฑ๐ฅ๐ข๐ต๐ฆ, ๐ฃ๐ข๐ด๐ฆ๐ฅ ๐ฐ๐ฏ ๐ข ๐ด๐ช๐ฏ๐จ๐ญ๐ฆ ๐ฃ๐ข๐ต๐ค๐ฉ ๐ฐ๐ง ๐ฅ๐ข๐ต๐ข.
If you have:
10,000 ๐ณ๐ฆ๐ค๐ฐ๐ณ๐ฅ๐ด
๐๐ข๐ต๐ค๐ฉ ๐ด๐ช๐ป๐ฆ = 100
๐ ๐๐ฉ๐ฆ๐ฏ ๐บ๐ฐ๐ถ ๐จ๐ฆ๐ต 100 ๐ช๐ต๐ฆ๐ณ๐ข๐ต๐ช๐ฐ๐ฏ๐ด ๐ฑ๐ฆ๐ณ ๐ฆ๐ฑ๐ฐ๐ค๐ฉ.
โ๏ธ ๐๐ข๐ฆ๐ฉ๐ฅ๐ ๐๐ง๐๐ฅ๐จ๐ ๐ฒ
๐๐ก๐ข๐ง๐ค ๐จ๐ ๐ ๐จ๐ข๐ง๐ ๐ญ๐จ ๐ญ๐ก๐ ๐ ๐ฒ๐ฆ:
๐๐ฉ๐จ๐๐ก = ๐๐จ๐ฆ๐ฉ๐ฅ๐๐ญ๐ข๐ง๐ ๐ญ๐ก๐ ๐๐ง๐ญ๐ข๐ซ๐ ๐ฐ๐จ๐ซ๐ค๐จ๐ฎ๐ญ ๐ฉ๐ฅ๐๐ง ๐จ๐ง๐๐
๐๐ญ๐๐ซ๐๐ญ๐ข๐จ๐ง = ๐๐จ๐ข๐ง๐ ๐จ๐ง๐ ๐ฌ๐๐ญ ๐ข๐ง๐ฌ๐ข๐๐ ๐ญ๐ก๐๐ญ ๐ฐ๐จ๐ซ๐ค๐จ๐ฎ๐ญ
The model becomes stronger with every iteration, and improves overall with more epochs.
Read More: https://telegra.ph/Demystifying-Epochs--Iterations-in-Deep-Learning-11-24
๐ @codeprogrammer
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Statistics for Data Science Notes.pdf
2.1 MB
๐จ๐ปโ๐ป In these notes, everything is structured and neatly organized from the basics of statistics to advanced tips. Each concept is explained with examples, formulas, and charts to make learning easy
https://t.iss.one/CodeProgrammer
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