کتابخانه مهندسی کامپیوتر و پایتون

FREE COURSE Intro to TensorFlow for Deep Learning

This course is a practical approach to deep learning for software developers

.https://www.udacity.com/course/intro-to-tensorflow-for-deep-learning--ud187

#یادگیری_عمیق
🆔 @Programming4all_0to100

Learning OpenCV 3: Computer Vision in C++ with the OpenCV Library

#پردازش_تصویر #OpenCV

🆔 @Programming4all_0to100

Learning OpenCV 3: Computer Vision in C++ with the OpenCV Library 1st Edition


Who This Book Is For
This book contains descriptions, working code examples, and explanations of the
C++ computer vision tools contained in the OpenCV 3.x library. Thus, it should be
helpful to many different kinds of users:

Professionals and entrepreneurs
For practicing professionals who need to rapidly prototype or professionally
implement computer vision systems, the sample code provides a quick frame‐
work with which to start. Our descriptions of the algorithms can quickly teach or
remind the reader how they work. OpenCV 3.x sits on top of a hardware acceler‐
ation layer (HAL) so that implemented algorithms can run efficiently, seamlessly
taking advantage of a variety of hardware platforms.

🆔 @Programming4all_0to100

DEEP LEARNING WITH PYTORCH

This full book includes:

* Introduction to deep learning and the
* PyTorch library
* Pre-trained networks
* Tensors
* The mechanics of learning
* Using a neural network to fit data
* Using convolutions to generalize
* Real-world examples: Building a neural * network designed for cancer detection
* Deploying to production

#یادگیری_عمیق #یادگیری_ماشین #پایتون

🆔 @Programming4all_0to100

DEEP LEARNING WITH PYTORCH

Deep Learning with PyTorch provides a detailed, hands-on introduction to building and training neural networks with PyTorch, a popular open source machine learning framework.

#یادگیری_عمیق #یادگیری_ماشین #پایتون

🆔 @Programming4all_0to100

Dive Into Deep Learning
August 2020 and FREE version!!! D2L is the 987-page book that Amazon scientists have compiled over the past two years and has finally been completed... an interactive and ' open source book ' with code, math and discussions.

What makes this book unique is that it was created with Jupyter Notebook and with the idea of ′′ Learning with Practice "... that is, the book in its entirety consists of executable code with adaptations in PyTorch, TensorFlow and MXNet.

1. Free PDF Download: https://d2l.ai/d2l-en.pdf

2. Download the book in 'notebook' format to read and execute locally from web site: https://d2l.ai

#یادگیری_ماشین #پایتون

🆔 @Programming4all_0to100

📘Testing And Securing Web Applications

#امنیت

🆔 @Programming4all_0to100

Testing And Securing Web Applications

#امنیت

🆔 @Programming4all_0to100

HOW TO HACK | PRACTICAL GUIDE FOR BEGINNERS (HACKING WITH PYTHON)

Chapter 1: The Fundamentals of Hacking
Chapter 2: Hacking - A Guide for Beginners
Chapter 3: How to Hack with Python
Chapter 4: Basic Computer Security
Chapter 5: Penetration Testing
Chapter 6: Specific Hacking Techniques
Chapter 7: How to Protect Yourself
Conclusion

Download: 
https://mega.nz/file/d81SACCC#7aefFLwGBkeppiFqHj5YqjYMTP_DAxIHMbIoVRFxMJg

#هک #پایتون
🆔 @Programming4all_0to100

🆔 @Programming4all_0to100

Serious Python: Black-Belt Advice on Deployment, Scalability, Testing, and More


Author(s): Baker;Danjou, Julien
Publisher: No Starch Press, Inc.,
Description:
"Offers experienced coders advice and tips for improving knowledge of Python coding language. Includes interviews with Python experts and covers a wide range of common topics, from scaling and testing code to designing APIs"--;Starting your project -- Modules and libraries -- Documentation and good API practice -- Handling timestamps and time zones -- Distributing your software -- Unit testing -- Methods and decorators -- Functional programming -- The abstract syntax tree, Hy, and Lisp-like attributes -- Performances and optimizations -- Scaling and architecture -- Managing regional databases -- Write less, code more.

#پایتون
🆔 @Programming4all_0to100

📘Node,js Design Patterns


🗃ویدیو آموزشی(زبان فارسی) فریمورک Node js را از این لینک ببینید

#Nodejs
🆔 @Programming4all_0to100

Node,js Design Patterns

Design and implement production-grade
Node.js applications using proven
patterns and techniques


Author: Mario Casciaro & Luciano Mammino

🆔 @Programming4all_0to100

Android Applications Development


➖➖➖➖

▪️فیلم های ( زبان فارسی) آموزش زبان کاتلین در ۳۸ جلسه را از این لینک دریافت کنید

▪️فیلم های آموزش مقدماتی برنامه نویسی اندروید را از این لینک دریافت کنید

🧩 برای دسترسی به فیلم های آموزشی و کتابهای موجود در کانال هشتگ ها را در کانال دنبال کنید 👇
#برنامه_نویسی_اندروید
🆔 @Programming4all_0to100

Android Applications Development


➖➖➖➖
🧩 هشتگ ها را در کانال دنبال کنید 👇
#برنامه_نویسی_اندروید
🆔 @Programming4all_0to100

📘Practical Natural Language Processing: A Comprehensive Guide to Building Real-world Nlp Systems

▪️What you will learn

Understand the wide spectrum of problem statements, tasks, and solution approaches within NLP

Implement and evaluate different NLP applications using machine learning and deep learning methods

Fine-tune your NLP solution based on your business problem and industry vertical

Evaluate various algorithms and approaches for NLP product tasks, datasets, and stages

Produce software solutions following best practices around release, deployment, and DevOps for NLP systems

Understand best practices, opportunities, and the roadmap for NLP from a business and product leader&;s perspective


➖➖➖➖

📍هشتگ ها را در کانال دنبال کنید 👇

#پردازش_زبان_طبیعی #NLP

🆔 @Programming4all_0to100

Practical Natural Language Processing: A Comprehensive Guide to Building Real-world Nlp Systems


Author(s): Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, Harshit Surana
Publisher: Oreilly & Associates Inc, Year: 2020

Description:

Many books and courses tackle natural language processing (NLP) problems with toy use cases and well-defined datasets. But if you want to build, iterate, and scale NLP systems in a business setting and tailor them for particular industry verticals, this is your guide. Software engineers and data scientists will learn how to navigate the maze of options available at each step of the journey.
Through the course of the book, authors Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, and Harshit Surana will guide you through the process of building real-world NLP solutions embedded in larger product setups. You&;ll learn how to adapt your solutions for different industry verticals such as healthcare, social media, and retail.


#پردازش_زبان_طبیعی #Nlp

🆔 @Programming4all_0to100

▪️What you will learn

Grasp the fundamentals of AI, ML, and AWS

Explore the AWS command line, its interface, and its applications

Import and export data to Amazon S3

Perform topic modeling on a set of documents to analyze common themes

Develop a custom chatbot to get the latest stock market quotes

Create a personal call center and connect it to the chatbot

▪️Who this book is for

If you are a machine learning enthusiast, data scientist, or programmer who wants to explore AWS's artificial intelligence and machine learning capabilities, this book is for you. Although not necessary, a basic understanding of AI and NLP will assist with grasping key topics quickly


➖➖➖➖
📌هشتگ ها را در کانال دنبال کنید
#هوش_مصنوعی #پردازش_زبان_طبیعی
🆔 @Programming4all_0to100

📘The Applied AI and Natural Language Processing Workshop: Explore practical ways to transform your simple projects into powerful intelligent applications



Author(s): Krishna Sankar, Jeffrey Jackovich, Ruze Richards
Publisher: Packt Publishing, Year: 2020

Description:
With the help of engaging activities, learn how to leverage Amazon Web Services for building serverless intelligent applications that can process information in no time

🆔 @Programming4all_0to100

Web Scraping with Python

▪️Who This Book Is For

This book is aimed at developers who want to use web scraping for legitimate purposes. Prior programming experience with Python would be useful but not essential. Anyone with general knowledge of programming languages should be able to pick up the book and understand the principals involved.

▪️What You Will Learn

Extract data from web pages with simple Python programming
Build a threaded crawler to process web pages in parallel
Follow links to crawl a website
Download cache to reduce bandwidth
Use multiple threads and processes to scrape faster
Learn how to parse JavaScript-dependent websites
Interact with forms and sessions
Solve CAPTCHAs on protected web pages
Discover how to track the state of a crawl


➖➖➖➖
📌هشتگ ها را در کانال دنبال کنید
#پایتون #webScraping
🆔 @Programming4all_0to100