ΠΠ±ΡΠ°Ρ ΡΠ΅ΠΎΡΠΈΡ Π°Π½ΠΎΠ½ΠΈΠΌΠ½ΡΡ
ΠΊΠΎΠΌΠΌΡΠ½ΠΈΠΊΠ°ΡΠΈΠΉ, Π²ΡΠΎΡΠΎΠ΅ ΠΈΠ·Π΄Π°Π½ΠΈΠ΅, ΠΠ΅Π½Π½Π°Π΄ΠΈΠΉ ΠΠΎΠ²Π°Π»Π΅Π½ΠΊΠΎ, 2023
Π‘ΡΡΠ΅ΡΡΠ²ΡΡΡΠΈΠ΅ ΠΎΠΏΡΠ΅Π΄Π΅Π»Π΅Π½ΠΈΡ Π°Π½ΠΎΠ½ΠΈΠΌΠ½ΠΎΡΡΠΈ ΠΈ Π±Π΅Π·ΠΎΠΏΠ°ΡΠ½ΠΎΡΡΠΈ ΠΊΠΎΠ½Π΅ΡΠ½ΡΡ ΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°ΡΠ΅Π»Π΅ΠΉ Π² ΡΠ΅ΡΠ΅Π²ΡΡ ΠΊΠΎΠΌΠΌΡΠ½ΠΈΠΊΠ°ΡΠΈΡΡ ΡΠ°ΡΡΠΎ ΡΠ²Π»ΡΡΡΡΡ ΡΠ°ΡΠΏΠ»ΡΠ²ΡΠ°ΡΡΠΌΠΈ, Π½Π΅ΡΡΠ½ΡΠΌΠΈ ΠΈ ΠΏΡΠΎΡΠΈΠ²ΠΎΡΠ΅ΡΠ°ΡΠΈΠΌΠΈ Π΄ΡΡΠ³ Π΄ΡΡΠ³Ρ. Π’Π°ΠΊΠ°Ρ ΡΠ΅Π°Π»ΡΠ½ΠΎΡΡΡ Π²ΠΎΡΠΏΡΠΈΡΡΠΈΡ ΡΡΠ°Π»Π° ΡΠ»Π΅Π΄ΡΡΠ²ΠΈΠ΅ΠΌ Π½Π΅Π΄ΠΎΡΡΠ°ΡΡΠ΅ΠΉ ΡΠ΅ΠΎΡΠ΅ΡΠΈΡΠ΅ΡΠΊΠΎΠΉ ΠΎΡΠ½ΠΎΠ²Ρ, ΠΊΠΎΡΠΎΡΠ°Ρ ΠΌΠΎΠ³Π»Π° Π±Ρ ΡΡΡΡΠΊΡΡΡΠΈΡΠΎΠ²Π°ΡΡ ΠΎΡΠ½ΠΎΠ²Π½ΡΠ΅ ΠΏΠΎΠ΄Ρ ΠΎΠ΄Ρ ΠΊ ΠΏΠΎΡΡΡΠΎΠ΅Π½ΠΈΡ ΠΈΠ»ΠΈ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΡ ΡΠΊΡΡΡΡΡ ΡΠΈΡΡΠ΅ΠΌ. ΠΠΎΠ½ΠΈΠΌΠ°Π½ΠΈΠ΅ ΡΠ΅ΡΠΌΠΈΠ½Π° Β«Π°Π½ΠΎΠ½ΠΈΠΌΠ½ΠΎΡΡΡΒ» ΠΏΠΎΡΡΠ΅Π΄ΡΡΠ²ΠΎΠΌ Π΄Π΅ΠΊΠΎΠΌΠΏΠΎΠ·ΠΈΡΠΈΠΈ Π΅Π³ΠΎ ΡΠΎΡΡΠ°Π²Π»ΡΡΡΠΈΡ ΡΠΏΠΎΡΠΎΠ±Π½ΠΎ Π΄Π°ΡΡ ΠΎΡΠ΅Π½ΠΊΡ Π΄Π°Π»ΡΠ½Π΅ΠΉΡΠ΅Π³ΠΎ Π²Π΅ΠΊΡΠΎΡΠ° ΡΠ°Π·Π²ΠΈΡΠΈΡ Π°Π½ΠΎΠ½ΠΈΠΌΠ½ΡΡ / Π±Π΅Π·ΠΎΠΏΠ°ΡΠ½ΡΡ ΡΠΈΡΡΠ΅ΠΌ.
#book #privacy
Π‘ΡΡΠ΅ΡΡΠ²ΡΡΡΠΈΠ΅ ΠΎΠΏΡΠ΅Π΄Π΅Π»Π΅Π½ΠΈΡ Π°Π½ΠΎΠ½ΠΈΠΌΠ½ΠΎΡΡΠΈ ΠΈ Π±Π΅Π·ΠΎΠΏΠ°ΡΠ½ΠΎΡΡΠΈ ΠΊΠΎΠ½Π΅ΡΠ½ΡΡ ΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°ΡΠ΅Π»Π΅ΠΉ Π² ΡΠ΅ΡΠ΅Π²ΡΡ ΠΊΠΎΠΌΠΌΡΠ½ΠΈΠΊΠ°ΡΠΈΡΡ ΡΠ°ΡΡΠΎ ΡΠ²Π»ΡΡΡΡΡ ΡΠ°ΡΠΏΠ»ΡΠ²ΡΠ°ΡΡΠΌΠΈ, Π½Π΅ΡΡΠ½ΡΠΌΠΈ ΠΈ ΠΏΡΠΎΡΠΈΠ²ΠΎΡΠ΅ΡΠ°ΡΠΈΠΌΠΈ Π΄ΡΡΠ³ Π΄ΡΡΠ³Ρ. Π’Π°ΠΊΠ°Ρ ΡΠ΅Π°Π»ΡΠ½ΠΎΡΡΡ Π²ΠΎΡΠΏΡΠΈΡΡΠΈΡ ΡΡΠ°Π»Π° ΡΠ»Π΅Π΄ΡΡΠ²ΠΈΠ΅ΠΌ Π½Π΅Π΄ΠΎΡΡΠ°ΡΡΠ΅ΠΉ ΡΠ΅ΠΎΡΠ΅ΡΠΈΡΠ΅ΡΠΊΠΎΠΉ ΠΎΡΠ½ΠΎΠ²Ρ, ΠΊΠΎΡΠΎΡΠ°Ρ ΠΌΠΎΠ³Π»Π° Π±Ρ ΡΡΡΡΠΊΡΡΡΠΈΡΠΎΠ²Π°ΡΡ ΠΎΡΠ½ΠΎΠ²Π½ΡΠ΅ ΠΏΠΎΠ΄Ρ ΠΎΠ΄Ρ ΠΊ ΠΏΠΎΡΡΡΠΎΠ΅Π½ΠΈΡ ΠΈΠ»ΠΈ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΡ ΡΠΊΡΡΡΡΡ ΡΠΈΡΡΠ΅ΠΌ. ΠΠΎΠ½ΠΈΠΌΠ°Π½ΠΈΠ΅ ΡΠ΅ΡΠΌΠΈΠ½Π° Β«Π°Π½ΠΎΠ½ΠΈΠΌΠ½ΠΎΡΡΡΒ» ΠΏΠΎΡΡΠ΅Π΄ΡΡΠ²ΠΎΠΌ Π΄Π΅ΠΊΠΎΠΌΠΏΠΎΠ·ΠΈΡΠΈΠΈ Π΅Π³ΠΎ ΡΠΎΡΡΠ°Π²Π»ΡΡΡΠΈΡ ΡΠΏΠΎΡΠΎΠ±Π½ΠΎ Π΄Π°ΡΡ ΠΎΡΠ΅Π½ΠΊΡ Π΄Π°Π»ΡΠ½Π΅ΠΉΡΠ΅Π³ΠΎ Π²Π΅ΠΊΡΠΎΡΠ° ΡΠ°Π·Π²ΠΈΡΠΈΡ Π°Π½ΠΎΠ½ΠΈΠΌΠ½ΡΡ / Π±Π΅Π·ΠΎΠΏΠ°ΡΠ½ΡΡ ΡΠΈΡΡΠ΅ΠΌ.
#book #privacy
π6
Obschaya_teoria_anonimnykh_kommunikatsiy.pdf
3 MB
ΠΠ±ΡΠ°Ρ ΡΠ΅ΠΎΡΠΈΡ Π°Π½ΠΎΠ½ΠΈΠΌΠ½ΡΡ
ΠΊΠΎΠΌΠΌΡΠ½ΠΈΠΊΠ°ΡΠΈΠΉ, Π²ΡΠΎΡΠΎΠ΅ ΠΈΠ·Π΄Π°Π½ΠΈΠ΅, ΠΠ΅Π½Π½Π°Π΄ΠΈΠΉ ΠΠΎΠ²Π°Π»Π΅Π½ΠΊΠΎ, 2023
π3
Python ΠΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊΠΈ, ΠΠΆΠ΅ΠΉΠ΄ ΠΠ°ΡΡΠ΅Ρ, 2024
ΠΠ½ΠΈΠ³Π° ΠΏΡΠ΅Π΄ΡΡΠ°Π²Π»ΡΠ΅Ρ ΡΠΎΠ±ΠΎΠΉ ΠΎΠ±Π·ΠΎΡ Π±ΠΎΠ³Π°ΡΠΎΠΉ ΡΠΊΠΎΡΠΈΡΡΠ΅ΠΌΡ Π±ΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊ, Π΄ΠΎΡΡΡΠΏΠ½ΡΡ Π² ΡΠ·ΡΠΊΠ΅ ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠΈΡΠΎΠ²Π°Π½ΠΈΡ Python, Π½Π°ΡΠΈΠ½Π°Ρ ΠΎΡ ΠΎΡΠ½ΠΎΠ²Π½ΡΡ ΠΈΠ½ΡΡΡΡΠΌΠ΅Π½ΡΠΎΠ² Π΄Π»Ρ ΡΠ°Π±ΠΎΡΡ Ρ Π΄Π°Π½Π½ΡΠΌΠΈ ΠΈ ΠΌΠ°ΡΠΈΠ½Π½ΠΎΠ³ΠΎ ΠΎΠ±ΡΡΠ΅Π½ΠΈΡ, ΠΈ Π·Π°ΠΊΠ°Π½ΡΠΈΠ²Π°Ρ ΠΈΠ½ΡΡΡΡΠΌΠ΅Π½ΡΠ°ΠΌΠΈ Π΄Π»Ρ ΡΠΎΠ·Π΄Π°Π½ΠΈΡ Π²Π΅Π±-ΠΏΡΠΈΠ»ΠΎΠΆΠ΅Π½ΠΈΠΉ, ΠΎΠ±ΡΠ°Π±ΠΎΡΠΊΠΈ ΠΈΠ·ΠΎΠ±ΡΠ°ΠΆΠ΅Π½ΠΈΠΉ ΠΈ ΡΠ°Π·ΡΠ°Π±ΠΎΡΠΊΠΈ ΠΈΠ³Ρ.
ΠΡΠ½ΠΎΠ²Π½ΡΠ΅ ΡΠ΅ΠΌΡ Π²ΠΊΠ»ΡΡΠ°ΡΡ Π² ΡΠ΅Π±Ρ Π²Π²Π΅Π΄Π΅Π½ΠΈΠ΅ Π² Π±ΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊΠΈ Π΄Π»Ρ Π°Π½Π°Π»ΠΈΠ·Π° Π΄Π°Π½Π½ΡΡ , ΡΠ°ΠΊΠΈΠ΅ ΠΊΠ°ΠΊ NumPy, Pandas, ΠΈ Matplotlib, Π° ΡΠ°ΠΊΠΆΠ΅ ΠΎΠ±ΡΡΠΆΠ΄Π΅Π½ΠΈΠ΅ Π°Π»Π³ΠΎΡΠΈΡΠΌΠΎΠ² ΠΌΠ°ΡΠΈΠ½Π½ΠΎΠ³ΠΎ ΠΎΠ±ΡΡΠ΅Π½ΠΈΡ Ρ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΠ΅ΠΌ Scikit-learn. ΠΠ²ΡΠΎΡ ΡΠ°ΠΊΠΆΠ΅ ΡΠ°ΡΡΠΌΠ°ΡΡΠΈΠ²Π°Π΅Ρ ΠΈΠ½ΡΡΡΡΠΌΠ΅Π½ΡΡ Π΄Π»Ρ ΡΠ°Π±ΠΎΡΡ Ρ Π²Π΅Π±-ΡΠ΅Ρ Π½ΠΎΠ»ΠΎΠ³ΠΈΡΠΌΠΈ, ΡΠ°ΠΊΠΈΠ΅ ΠΊΠ°ΠΊ Flask, Django, ΠΈ Π΄Π»Ρ Π²ΠΈΠ·ΡΠ°Π»ΠΈΠ·Π°ΡΠΈΠΈ Π΄Π°Π½Π½ΡΡ , ΡΠ°ΠΊΠΈΠ΅ ΠΊΠ°ΠΊ Seaborn, Plotly, ΠΈ Bokeh.
ΠΡΠ΅ ΠΎΠ΄Π½Π° ΠΊΠ½ΠΈΠ³Π°
#book #python
ΠΠ½ΠΈΠ³Π° ΠΏΡΠ΅Π΄ΡΡΠ°Π²Π»ΡΠ΅Ρ ΡΠΎΠ±ΠΎΠΉ ΠΎΠ±Π·ΠΎΡ Π±ΠΎΠ³Π°ΡΠΎΠΉ ΡΠΊΠΎΡΠΈΡΡΠ΅ΠΌΡ Π±ΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊ, Π΄ΠΎΡΡΡΠΏΠ½ΡΡ Π² ΡΠ·ΡΠΊΠ΅ ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠΈΡΠΎΠ²Π°Π½ΠΈΡ Python, Π½Π°ΡΠΈΠ½Π°Ρ ΠΎΡ ΠΎΡΠ½ΠΎΠ²Π½ΡΡ ΠΈΠ½ΡΡΡΡΠΌΠ΅Π½ΡΠΎΠ² Π΄Π»Ρ ΡΠ°Π±ΠΎΡΡ Ρ Π΄Π°Π½Π½ΡΠΌΠΈ ΠΈ ΠΌΠ°ΡΠΈΠ½Π½ΠΎΠ³ΠΎ ΠΎΠ±ΡΡΠ΅Π½ΠΈΡ, ΠΈ Π·Π°ΠΊΠ°Π½ΡΠΈΠ²Π°Ρ ΠΈΠ½ΡΡΡΡΠΌΠ΅Π½ΡΠ°ΠΌΠΈ Π΄Π»Ρ ΡΠΎΠ·Π΄Π°Π½ΠΈΡ Π²Π΅Π±-ΠΏΡΠΈΠ»ΠΎΠΆΠ΅Π½ΠΈΠΉ, ΠΎΠ±ΡΠ°Π±ΠΎΡΠΊΠΈ ΠΈΠ·ΠΎΠ±ΡΠ°ΠΆΠ΅Π½ΠΈΠΉ ΠΈ ΡΠ°Π·ΡΠ°Π±ΠΎΡΠΊΠΈ ΠΈΠ³Ρ.
ΠΡΠ½ΠΎΠ²Π½ΡΠ΅ ΡΠ΅ΠΌΡ Π²ΠΊΠ»ΡΡΠ°ΡΡ Π² ΡΠ΅Π±Ρ Π²Π²Π΅Π΄Π΅Π½ΠΈΠ΅ Π² Π±ΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊΠΈ Π΄Π»Ρ Π°Π½Π°Π»ΠΈΠ·Π° Π΄Π°Π½Π½ΡΡ , ΡΠ°ΠΊΠΈΠ΅ ΠΊΠ°ΠΊ NumPy, Pandas, ΠΈ Matplotlib, Π° ΡΠ°ΠΊΠΆΠ΅ ΠΎΠ±ΡΡΠΆΠ΄Π΅Π½ΠΈΠ΅ Π°Π»Π³ΠΎΡΠΈΡΠΌΠΎΠ² ΠΌΠ°ΡΠΈΠ½Π½ΠΎΠ³ΠΎ ΠΎΠ±ΡΡΠ΅Π½ΠΈΡ Ρ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΠ΅ΠΌ Scikit-learn. ΠΠ²ΡΠΎΡ ΡΠ°ΠΊΠΆΠ΅ ΡΠ°ΡΡΠΌΠ°ΡΡΠΈΠ²Π°Π΅Ρ ΠΈΠ½ΡΡΡΡΠΌΠ΅Π½ΡΡ Π΄Π»Ρ ΡΠ°Π±ΠΎΡΡ Ρ Π²Π΅Π±-ΡΠ΅Ρ Π½ΠΎΠ»ΠΎΠ³ΠΈΡΠΌΠΈ, ΡΠ°ΠΊΠΈΠ΅ ΠΊΠ°ΠΊ Flask, Django, ΠΈ Π΄Π»Ρ Π²ΠΈΠ·ΡΠ°Π»ΠΈΠ·Π°ΡΠΈΠΈ Π΄Π°Π½Π½ΡΡ , ΡΠ°ΠΊΠΈΠ΅ ΠΊΠ°ΠΊ Seaborn, Plotly, ΠΈ Bokeh.
ΠΡΠ΅ ΠΎΠ΄Π½Π° ΠΊΠ½ΠΈΠ³Π°
#book #python
π4
Python_ΠΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊΠΈ.pdf
12.8 MB
Python ΠΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊΠΈ, ΠΠΆΠ΅ΠΉΠ΄ ΠΠ°ΡΡΠ΅Ρ, 2024
π8π€‘3
NGINX Cookbook. Advanced Recipes for High-Performance Load Balancing, 3st Edition, Derek DeJonghe, 2024
This cookbook provides easy-to-follow examples to real-world problems in application delivery. The practical recipes will help you set up and use either the open source or commercial offering to solve problems in various use cases.
For professionals who understand modern web architectures, such as n-tier or microservice designs, and common web protocols including TCP and HTTP, these recipes provide proven solutions for security, software load balancing, and monitoring and maintaining NGINXβs application delivery platform. Youβll also explore advanced features of both NGINX and NGINX Plus, the free and licensed versions of this server.
Extra:
ModSecurity 3.0 and NGINX
#book #web #linux
This cookbook provides easy-to-follow examples to real-world problems in application delivery. The practical recipes will help you set up and use either the open source or commercial offering to solve problems in various use cases.
For professionals who understand modern web architectures, such as n-tier or microservice designs, and common web protocols including TCP and HTTP, these recipes provide proven solutions for security, software load balancing, and monitoring and maintaining NGINXβs application delivery platform. Youβll also explore advanced features of both NGINX and NGINX Plus, the free and licensed versions of this server.
Extra:
ModSecurity 3.0 and NGINX
#book #web #linux
π4
DeJonghe Derek - NGINX Cookbook, 3rd Edition - 2024.pdf
5.6 MB
NGINX Cookbook. Advanced Recipes for High-Performance Load Balancing, Derek DeJonghe, 2024
π5
GPT-4 for Developers by Oswald Campesato, 2024
The book contains an assortment of Python 3.x code samples that were generated by ChatGPT and GPT-4.
Chapter 1 provides an overview of ChatGPT and GPT-4, followed by a chapter which contains Python 3.x code samples for solving various programming tasks in Python. Chapter 3 contains code samples for data visualization, and Chapter 4 contains code samples for linear regression. The final chapter covers visualization with Gen AI (Generative AI) and DALL-E.
Companion files with source code and figures are available for downloading.
#book #coding #Python #AI
The book contains an assortment of Python 3.x code samples that were generated by ChatGPT and GPT-4.
Chapter 1 provides an overview of ChatGPT and GPT-4, followed by a chapter which contains Python 3.x code samples for solving various programming tasks in Python. Chapter 3 contains code samples for data visualization, and Chapter 4 contains code samples for linear regression. The final chapter covers visualization with Gen AI (Generative AI) and DALL-E.
Companion files with source code and figures are available for downloading.
#book #coding #Python #AI
π4π€1
Advanced Apple Debugging & Reverse Engineering (Fourth Edition): Exploring Apple Code Through LLDB, Python & DTrace by Walter Tyree, 2023
Explore Apple Code Through LLDB, Python & DTrace! Learn the powerful secrets of Apple's software debugger, LLDB, that can get more information out of any program than you ever thought possible.
In Advanced Apple Debugging & Reverse Engineering, you'll come to realize debugging is an enjoyable process to help you better understand software. Not only will you learn to find bugs faster, but youβll also learn how other developers have solved problems similar to yours. You'll also learn how to create custom, powerful debugging scripts that will help you quickly find the secrets behind any bit of code that piques your interest.
#book #reverse #mobile
Explore Apple Code Through LLDB, Python & DTrace! Learn the powerful secrets of Apple's software debugger, LLDB, that can get more information out of any program than you ever thought possible.
In Advanced Apple Debugging & Reverse Engineering, you'll come to realize debugging is an enjoyable process to help you better understand software. Not only will you learn to find bugs faster, but youβll also learn how other developers have solved problems similar to yours. You'll also learn how to create custom, powerful debugging scripts that will help you quickly find the secrets behind any bit of code that piques your interest.
#book #reverse #mobile
π4
2023_Advanced_Apple_Debugging_&_Reverse_Engineering_4ed_by_Tyree.pdf
42 MB
Advanced Apple Debugging & Reverse Engineering (Fourth Edition): Exploring Apple Code Through LLDB, Python & DTrace by Walter Tyree, 2023
π5
Π£Π΄Π°Π»Π΅Π½ΠΊΠ° - ΡΠΎΠ»ΡΠΊΠΎ ΡΠ΄Π°Π»Π΅Π½Π½ΡΠ΅ Π²Π°ΠΊΠ°Π½ΡΠΈΠΈ Π² Π Π€, Π³ΠΈΠ±ΠΊΠΈΠΉ Π³ΡΠ°ΡΠΈΠΊ. ΠΠΎΠ»Π΅Π΅ ΡΡΡΡΡΠΈ ΡΠ΄Π°Π»Π΅Π½Π½ΡΡ
Π²Π°ΠΊΠ°Π½ΡΠΈΠΉ Π² ΡΠ°ΠΌΡΡ
ΡΠ°Π·Π»ΠΈΡΠ½ΡΡ
ΠΏΡΠΎΡΠ΅ΡΡΠΈΡΡ
.
ΠΠ΅ΡΠ΅ΠΉΡΠΈ Π½Π° ΡΠ°ΠΉΡ
#job
ΠΠ΅ΡΠ΅ΠΉΡΠΈ Π½Π° ΡΠ°ΠΉΡ
#job
π€‘10π2
International Journal of Proof-of-Concept
PoC||GTFO (Proof of Concept or Get The Fuck Out) follows in the tradition of Phrack and Uninformed by publishing on the subjects of offensive security research, reverse engineering, and file format internals. Until now, the journal has only been available online or printed and distributed for free at hacker conferences worldwide.
Source
GitHub
Wiki page
Bible (pdf)
#pentest
PoC||GTFO (Proof of Concept or Get The Fuck Out) follows in the tradition of Phrack and Uninformed by publishing on the subjects of offensive security research, reverse engineering, and file format internals. Until now, the journal has only been available online or printed and distributed for free at hacker conferences worldwide.
Source
GitHub
Wiki page
Bible (pdf)
#pentest
π₯2π1
ΠΠΈΠΎΠΌΠ΅ΡΡΠΈΡΠ΅ΡΠΊΠ°Ρ Π·Π°ΡΠΈΡΠ°: ΠΎΠ±Π·ΠΎΡ ΡΠ΅Ρ
Π½ΠΎΠ»ΠΎΠ³ΠΈΠΈ, ΠΠ½ΡΡΠΈ Π‘ΡΠΎΠΌΠ°Π»Π°ΠΉΠ½Π΅Π½, 2019
Π ΠΊΠ½ΠΈΠ³Π΅ ΡΠ°ΡΡΠΌΠΎΡΡΠ΅Π½Ρ ΠΏΠ΅ΡΡΠΏΠ΅ΠΊΡΠΈΠ²Π½ΡΠ΅ Π½Π°ΠΏΡΠ°Π²Π»Π΅Π½ΠΈΡ Π΄ΠΈΡΡΠ°Π½ΡΠΈΠΎΠ½Π½ΠΎΠ³ΠΎ ΠΎΠΏΡΠ΅Π΄Π΅Π»Π΅Π½ΠΈΡ Π»ΠΈΡΠ½ΠΎΡΡΠΈ Π² ΡΠΈΡΡΠ΅ΠΌΠ΅ Π΅Π΄ΠΈΠ½ΠΎΠΉ Π±ΠΈΠΎΠΌΠ΅ΡΡΠΈΡΠ΅ΡΠΊΠΎΠΉ ΠΈΠ΄Π΅Π½ΡΠΈΡΠΈΠΊΠ°ΡΠΈΠΈ. ΠΠ½Π½ΠΎΠ²Π°ΡΠΈΠΎΠ½Π½ΠΎΠΌΡ Π½Π°ΠΏΡΠ°Π²Π»Π΅Π½ΠΈΡ - Π±ΠΈΠΎΠΌΠ΅ΡΡΠΈΡΠ΅ΡΠΊΠΎΠΌΡ ΠΊΠΎΠ½ΡΡΠΎΠ»Ρ Π΄ΠΎΡΡΡΠΏΠ° - ΠΎΡΠ²Π΅Π΄Π΅Π½Π° Π³Π»Π°Π²Π½Π°Ρ ΡΠΎΠ»Ρ, ΠΏΠΎΡΠΊΠΎΠ»ΡΠΊΡ ΠΎΠ½ ΠΎΠ±Π΅ΡΠΏΠ΅ΡΠΈΠ²Π°Π΅Ρ Π²ΡΡΠΎΠΊΡΡ ΡΡΠ΅ΠΏΠ΅Π½Ρ Π±Π΅Π·ΠΎΠΏΠ°ΡΠ½ΠΎΡΡΠΈ, Π·Π°ΡΠΈΡΡ ΠΎΡ ΡΡΠ΅ΡΠΊΠΈ ΠΈ ΠΊΡΠ°ΠΆΠΈ Π΄Π°Π½Π½ΡΡ . Π‘ΠΎΠ²ΡΠ΅ΠΌΠ΅Π½Π½ΡΠ΅ ΠΌΠ΅ΡΠΎΠ΄Ρ ΠΈΠ΄Π΅Π½ΡΠΈΡΠΈΠΊΠ°ΡΠΈΠΈ ΠΈΠΌΠ΅ΡΡ Π²ΡΡΠΎΠΊΠΈΠΉ ΡΡΠΎΠ²Π΅Π½Ρ ΠΎΠΏΡΠ΅Π΄Π΅Π»Π΅Π½ΠΈΡ Π»ΠΈΡΠ½ΠΎΡΡΠΈ ΠΎΡΠ½ΠΎΡΠΈΡΠ΅Π»ΡΠ½ΠΎ ΠΏΠ°ΡΠΎΠ»Π΅ΠΉ ΠΈ ΠΊΠ°ΡΡ. ΠΡΠ°ΠΊΡΠΈΡΠ΅ΡΠΊΠΈ Π²ΡΠ΅ ΡΡΠΎ ΡΠΆΠ΅ ΡΠ°Π±ΠΎΡΠ°Π΅Ρ ΠΏΠΎΠ²ΡΠ΅ΠΌΠ΅ΡΡΠ½ΠΎ, Π²ΠΊΠ»ΡΡΠ°Ρ ΡΠΈΡΡΠ΅ΠΌΡ Π±Π΅Π·ΠΎΠΏΠ°ΡΠ½ΠΎΡΡΠΈ Π½Π° ΠΏΡΠ°Π²ΠΈΡΠ΅Π»ΡΡΡΠ²Π΅Π½Π½ΠΎΠΌ ΡΡΠΎΠ²Π½Π΅, ΠΊΠΎΠ½ΡΡΠΎΠ»Ρ Π½Π° Π³ΡΠ°Π½ΠΈΡΠ°Ρ ΠΈ ΡΠΈΠ½Π°Π½ΡΠΎΠ²ΡΡ ΡΡΠ΅ΡΡ.
Π ΠΈΠ·Π΄Π°Π½ΠΈΠΈ ΡΠ°ΡΡΠΌΠΎΡΡΠ΅Π½Ρ ΡΠΈΡΠΊΠΈ Π±ΠΈΠΎΠΌΠ΅ΡΡΠΈΡΠ΅ΡΠΊΠΎΠΉ Π·Π°ΡΠΈΡΡ ΠΈ Π΄Π°Π½Ρ ΠΏΠΎΠ»Π΅Π·Π½ΡΠ΅ ΡΠ΅Ρ Π½ΠΈΡΠ΅ΡΠΊΠΈΠ΅ Ρ Π°ΡΠ°ΠΊΡΠ΅ΡΠΈΡΡΠΈΠΊΠΈ ΠΊΠΎΠ½ΠΊΡΠ΅ΡΠ½ΡΡ ΡΡΡΡΠΎΠΉΡΡΠ² ΠΈ ΠΈΡ ΠΌΠΎΠ΄ΠΈΡΠΈΠΊΠ°ΡΠΈΠΉ.
#book #defensive
Π ΠΊΠ½ΠΈΠ³Π΅ ΡΠ°ΡΡΠΌΠΎΡΡΠ΅Π½Ρ ΠΏΠ΅ΡΡΠΏΠ΅ΠΊΡΠΈΠ²Π½ΡΠ΅ Π½Π°ΠΏΡΠ°Π²Π»Π΅Π½ΠΈΡ Π΄ΠΈΡΡΠ°Π½ΡΠΈΠΎΠ½Π½ΠΎΠ³ΠΎ ΠΎΠΏΡΠ΅Π΄Π΅Π»Π΅Π½ΠΈΡ Π»ΠΈΡΠ½ΠΎΡΡΠΈ Π² ΡΠΈΡΡΠ΅ΠΌΠ΅ Π΅Π΄ΠΈΠ½ΠΎΠΉ Π±ΠΈΠΎΠΌΠ΅ΡΡΠΈΡΠ΅ΡΠΊΠΎΠΉ ΠΈΠ΄Π΅Π½ΡΠΈΡΠΈΠΊΠ°ΡΠΈΠΈ. ΠΠ½Π½ΠΎΠ²Π°ΡΠΈΠΎΠ½Π½ΠΎΠΌΡ Π½Π°ΠΏΡΠ°Π²Π»Π΅Π½ΠΈΡ - Π±ΠΈΠΎΠΌΠ΅ΡΡΠΈΡΠ΅ΡΠΊΠΎΠΌΡ ΠΊΠΎΠ½ΡΡΠΎΠ»Ρ Π΄ΠΎΡΡΡΠΏΠ° - ΠΎΡΠ²Π΅Π΄Π΅Π½Π° Π³Π»Π°Π²Π½Π°Ρ ΡΠΎΠ»Ρ, ΠΏΠΎΡΠΊΠΎΠ»ΡΠΊΡ ΠΎΠ½ ΠΎΠ±Π΅ΡΠΏΠ΅ΡΠΈΠ²Π°Π΅Ρ Π²ΡΡΠΎΠΊΡΡ ΡΡΠ΅ΠΏΠ΅Π½Ρ Π±Π΅Π·ΠΎΠΏΠ°ΡΠ½ΠΎΡΡΠΈ, Π·Π°ΡΠΈΡΡ ΠΎΡ ΡΡΠ΅ΡΠΊΠΈ ΠΈ ΠΊΡΠ°ΠΆΠΈ Π΄Π°Π½Π½ΡΡ . Π‘ΠΎΠ²ΡΠ΅ΠΌΠ΅Π½Π½ΡΠ΅ ΠΌΠ΅ΡΠΎΠ΄Ρ ΠΈΠ΄Π΅Π½ΡΠΈΡΠΈΠΊΠ°ΡΠΈΠΈ ΠΈΠΌΠ΅ΡΡ Π²ΡΡΠΎΠΊΠΈΠΉ ΡΡΠΎΠ²Π΅Π½Ρ ΠΎΠΏΡΠ΅Π΄Π΅Π»Π΅Π½ΠΈΡ Π»ΠΈΡΠ½ΠΎΡΡΠΈ ΠΎΡΠ½ΠΎΡΠΈΡΠ΅Π»ΡΠ½ΠΎ ΠΏΠ°ΡΠΎΠ»Π΅ΠΉ ΠΈ ΠΊΠ°ΡΡ. ΠΡΠ°ΠΊΡΠΈΡΠ΅ΡΠΊΠΈ Π²ΡΠ΅ ΡΡΠΎ ΡΠΆΠ΅ ΡΠ°Π±ΠΎΡΠ°Π΅Ρ ΠΏΠΎΠ²ΡΠ΅ΠΌΠ΅ΡΡΠ½ΠΎ, Π²ΠΊΠ»ΡΡΠ°Ρ ΡΠΈΡΡΠ΅ΠΌΡ Π±Π΅Π·ΠΎΠΏΠ°ΡΠ½ΠΎΡΡΠΈ Π½Π° ΠΏΡΠ°Π²ΠΈΡΠ΅Π»ΡΡΡΠ²Π΅Π½Π½ΠΎΠΌ ΡΡΠΎΠ²Π½Π΅, ΠΊΠΎΠ½ΡΡΠΎΠ»Ρ Π½Π° Π³ΡΠ°Π½ΠΈΡΠ°Ρ ΠΈ ΡΠΈΠ½Π°Π½ΡΠΎΠ²ΡΡ ΡΡΠ΅ΡΡ.
Π ΠΈΠ·Π΄Π°Π½ΠΈΠΈ ΡΠ°ΡΡΠΌΠΎΡΡΠ΅Π½Ρ ΡΠΈΡΠΊΠΈ Π±ΠΈΠΎΠΌΠ΅ΡΡΠΈΡΠ΅ΡΠΊΠΎΠΉ Π·Π°ΡΠΈΡΡ ΠΈ Π΄Π°Π½Ρ ΠΏΠΎΠ»Π΅Π·Π½ΡΠ΅ ΡΠ΅Ρ Π½ΠΈΡΠ΅ΡΠΊΠΈΠ΅ Ρ Π°ΡΠ°ΠΊΡΠ΅ΡΠΈΡΡΠΈΠΊΠΈ ΠΊΠΎΠ½ΠΊΡΠ΅ΡΠ½ΡΡ ΡΡΡΡΠΎΠΉΡΡΠ² ΠΈ ΠΈΡ ΠΌΠΎΠ΄ΠΈΡΠΈΠΊΠ°ΡΠΈΠΉ.
#book #defensive
π5
ΠΠΈΠΎΠΌΠ΅ΡΡΠΈΡΠ΅ΡΠΊΠ°Ρ Π·Π°ΡΠΈΡΠ°.pdf
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ΠΠΈΠΎΠΌΠ΅ΡΡΠΈΡΠ΅ΡΠΊΠ°Ρ Π·Π°ΡΠΈΡΠ°: ΠΎΠ±Π·ΠΎΡ ΡΠ΅Ρ
Π½ΠΎΠ»ΠΎΠ³ΠΈΠΈ, ΠΠ½ΡΡΠΈ Π‘ΡΠΎΠΌΠ°Π»Π°ΠΉΠ½Π΅Π½, 2019
π3
ΠΡΠ°ΠΊΡΠΈΡΠ΅ΡΠΊΠΎΠ΅ Π²Π²Π΅Π΄Π΅Π½ΠΈΠ΅ Π² ΠΎΡΠ½ΠΎΠ²Π½ΡΠ΅ Π±ΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊΠΈ ΠΈ ΡΡΠ΅ΠΉΠΌΠ²ΠΎΡΠΊΠΈ Python, ΠΡΡΠ°Ρ ΠΡΡΠΌΡΡ, 2023
Python β ΠΏΠΎΠΏΡΠ»ΡΡΠ½ΡΠΉ ΡΠ·ΡΠΊ ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠΈΡΠΎΠ²Π°Π½ΠΈΡ Π²ΡΡΠΎΠΊΠΎΠ³ΠΎ ΡΡΠΎΠ²Π½Ρ (Π―ΠΠ£) Π΄Π»Ρ ΡΠ°Π·Π»ΠΈΡΠ½ΡΡ ΠΏΡΠΈΠΌΠ΅Π½Π΅Π½ΠΈΠΉ, Π²ΠΊΠ»ΡΡΠ°Ρ Π²Π΅Π±-ΡΠ°Π·ΡΠ°Π±ΠΎΡΠΊΡ, Π½Π°ΡΡΠ½ΡΠ΅ Π²ΡΡΠΈΡΠ»Π΅Π½ΠΈΡ, Π°Π½Π°Π»ΠΈΠ· Π΄Π°Π½Π½ΡΡ ΠΈ ΠΌΠ°ΡΠΈΠ½Π½ΠΎΠ΅ ΠΎΠ±ΡΡΠ΅Π½ΠΈΠ΅. Π Π΅Π°Π»ΠΈΠ·Π°ΡΠΈΡ Π΄ΠΎΠΏΠΎΠ»Π½ΠΈΡΠ΅Π»ΡΠ½ΡΡ ΡΡΠ½ΠΊΡΠΈΠΎΠ½Π°Π»ΡΠ½ΡΡ Π²ΠΎΠ·ΠΌΠΎΠΆΠ½ΠΎΡΡΠ΅ΠΉ Π² Python ΠΎΡΡΡΠ΅ΡΡΠ²Π»ΡΠ΅ΡΡΡ Π±Π»Π°Π³ΠΎΠ΄Π°ΡΡ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΡ Π΄ΠΎΠΏΠΎΠ»Π½ΠΈΡΠ΅Π»ΡΠ½ΡΡ Π±ΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊ.
ΠΠ²ΡΠΎΡ, ΡΠ°ΡΡΠΌΠ°ΡΡΠΈΠ²Π°Π΅Ρ ΠΏΠΎΠΏΡΠ»ΡΡΠ½ΡΠ΅ Π±ΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊΠΈ, Π΄Π°Π²Π°Ρ ΠΈΡ ΠΊΡΠ°ΡΠΊΠΎΠ΅ ΠΎΠΏΠΈΡΠ°Π½ΠΈΠ΅, ΠΏΡΠΈΠ²ΠΎΠ΄Ρ ΠΏΡΠΈΠΌΠ΅ΡΡ ΠΊΠΎΠ΄Π° ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΡ.
Π ΠΊΠ½ΠΈΠ³Π΅ ΡΠ°ΡΡΠΌΠ°ΡΡΠΈΠ²Π°ΡΡΡΡ ΡΠ»Π΅Π΄ΡΡΡΠΈΠ΅ Π±ΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊΠΈ: pandas, numpy, seaborn, scipy, matplotlib, scikit-learn, pytorch, tensorflow, xgboost, lightgbm, keras, pycaret, mlops, mlflow, kubeflow, zenml, shap, lime, interpretml, spacy, nltk, textblob, corenlp, gensim, regex, opencv, scikit-image, pillow, mahotas, simpleitk, flask, fastapi, django, dash, pyramid, beautifulsoup, scrapy, selenium.
#book #python #coding
Python β ΠΏΠΎΠΏΡΠ»ΡΡΠ½ΡΠΉ ΡΠ·ΡΠΊ ΠΏΡΠΎΠ³ΡΠ°ΠΌΠΌΠΈΡΠΎΠ²Π°Π½ΠΈΡ Π²ΡΡΠΎΠΊΠΎΠ³ΠΎ ΡΡΠΎΠ²Π½Ρ (Π―ΠΠ£) Π΄Π»Ρ ΡΠ°Π·Π»ΠΈΡΠ½ΡΡ ΠΏΡΠΈΠΌΠ΅Π½Π΅Π½ΠΈΠΉ, Π²ΠΊΠ»ΡΡΠ°Ρ Π²Π΅Π±-ΡΠ°Π·ΡΠ°Π±ΠΎΡΠΊΡ, Π½Π°ΡΡΠ½ΡΠ΅ Π²ΡΡΠΈΡΠ»Π΅Π½ΠΈΡ, Π°Π½Π°Π»ΠΈΠ· Π΄Π°Π½Π½ΡΡ ΠΈ ΠΌΠ°ΡΠΈΠ½Π½ΠΎΠ΅ ΠΎΠ±ΡΡΠ΅Π½ΠΈΠ΅. Π Π΅Π°Π»ΠΈΠ·Π°ΡΠΈΡ Π΄ΠΎΠΏΠΎΠ»Π½ΠΈΡΠ΅Π»ΡΠ½ΡΡ ΡΡΠ½ΠΊΡΠΈΠΎΠ½Π°Π»ΡΠ½ΡΡ Π²ΠΎΠ·ΠΌΠΎΠΆΠ½ΠΎΡΡΠ΅ΠΉ Π² Python ΠΎΡΡΡΠ΅ΡΡΠ²Π»ΡΠ΅ΡΡΡ Π±Π»Π°Π³ΠΎΠ΄Π°ΡΡ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΡ Π΄ΠΎΠΏΠΎΠ»Π½ΠΈΡΠ΅Π»ΡΠ½ΡΡ Π±ΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊ.
ΠΠ²ΡΠΎΡ, ΡΠ°ΡΡΠΌΠ°ΡΡΠΈΠ²Π°Π΅Ρ ΠΏΠΎΠΏΡΠ»ΡΡΠ½ΡΠ΅ Π±ΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊΠΈ, Π΄Π°Π²Π°Ρ ΠΈΡ ΠΊΡΠ°ΡΠΊΠΎΠ΅ ΠΎΠΏΠΈΡΠ°Π½ΠΈΠ΅, ΠΏΡΠΈΠ²ΠΎΠ΄Ρ ΠΏΡΠΈΠΌΠ΅ΡΡ ΠΊΠΎΠ΄Π° ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΡ.
Π ΠΊΠ½ΠΈΠ³Π΅ ΡΠ°ΡΡΠΌΠ°ΡΡΠΈΠ²Π°ΡΡΡΡ ΡΠ»Π΅Π΄ΡΡΡΠΈΠ΅ Π±ΠΈΠ±Π»ΠΈΠΎΡΠ΅ΠΊΠΈ: pandas, numpy, seaborn, scipy, matplotlib, scikit-learn, pytorch, tensorflow, xgboost, lightgbm, keras, pycaret, mlops, mlflow, kubeflow, zenml, shap, lime, interpretml, spacy, nltk, textblob, corenlp, gensim, regex, opencv, scikit-image, pillow, mahotas, simpleitk, flask, fastapi, django, dash, pyramid, beautifulsoup, scrapy, selenium.
#book #python #coding
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