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
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
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
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
👍1
Deep-Learning-with-PyTorch.pdf
44.7 MB
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
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
👍1
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
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
Adrian_Kaehler,_Gary_Bradski_Learning.pdf
20.9 MB
Learning OpenCV 3: Computer Vision in C++ with the OpenCV Library
#پردازش_تصویر #OpenCV
🆔 @Programming4all_0to100
#پردازش_تصویر #OpenCV
🆔 @Programming4all_0to100
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
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
Udacity
TensorFlow for Deep Learning Training Course | Udacity
Learn online and advance your career with courses in programming, data science, artificial intelligence, digital marketing, and more. Gain in-demand technical skills. Join today!
Effective Python: 59 Specific Ways to Write Better Python
Author(s): Brett Slatkin
Series: Effective Software Development Series
Publisher: Addison-Wesley Professional, Year: 2015
escription:
It's easy to start writing code with Python: that's why the language is so immensely popular. However, Python has unique strengths, charms, and expressivity that can be hard to grasp at first -- as well as hidden pitfalls that can easily trip you up if you aren't aware of them. Effective Python will help you harness the full power of Python to write exceptionally robust, efficient, maintainable, and well-performing code. Utilizing the concise, scenario-driven style pioneered in Scott Meyers's best-selling Effective C++, Brett Slatkin brings together 59 Python best practices, tips, shortcuts, and realistic code examples from expert programmers.
#پایتون
🆔 @Programming4all_0to100
Author(s): Brett Slatkin
Series: Effective Software Development Series
Publisher: Addison-Wesley Professional, Year: 2015
escription:
It's easy to start writing code with Python: that's why the language is so immensely popular. However, Python has unique strengths, charms, and expressivity that can be hard to grasp at first -- as well as hidden pitfalls that can easily trip you up if you aren't aware of them. Effective Python will help you harness the full power of Python to write exceptionally robust, efficient, maintainable, and well-performing code. Utilizing the concise, scenario-driven style pioneered in Scott Meyers's best-selling Effective C++, Brett Slatkin brings together 59 Python best practices, tips, shortcuts, and realistic code examples from expert programmers.
#پایتون
🆔 @Programming4all_0to100
👍1
Effective_Software_Development_Series_Brett_Slatkin_Effective_Python.pdf
12.3 MB
Effective Python: 59 Specific Ways to Write Better Python
Author(s): Brett Slatkin
Description:
Through realistic examples, Slatkin uncovers little-known Python quirks, intricacies, and idioms that powerfully impact code behavior and performance. You'll learn how to choose the most efficient and effective way to accomplish key tasks when multiple options exist, and how to write code that's easier to understand, maintain, and improve.
Drawing on his deep understanding of Python's capabilities, Slatkin offers practical advice for each major area of development with both Python 3.x and Python 2.x. Coverage includes:
• Algorithms
• Objects
• Concurrency
• Collaboration
• Built-in modules
• Production techniques
• And more
🆔 @Programming4all_0to100
Author(s): Brett Slatkin
Description:
Through realistic examples, Slatkin uncovers little-known Python quirks, intricacies, and idioms that powerfully impact code behavior and performance. You'll learn how to choose the most efficient and effective way to accomplish key tasks when multiple options exist, and how to write code that's easier to understand, maintain, and improve.
Drawing on his deep understanding of Python's capabilities, Slatkin offers practical advice for each major area of development with both Python 3.x and Python 2.x. Coverage includes:
• Algorithms
• Objects
• Concurrency
• Collaboration
• Built-in modules
• Production techniques
• And more
🆔 @Programming4all_0to100
Practical Oracle SQL: Mastering the Full Power of Oracle Database
Author(s): Kim Berg Hansen
Publisher: APress, Year: 2020
Description:
Write powerful queries using as much of the feature-rich Oracle SQL language as possible, progressing beyond the simple queries of basic SQL as standardized in SQL-92.
Both standard SQL and Oracle's own extensions to the language have progressed far over the decades in terms of how much you can work with your data in a single, albeit sometimes complex, SQL statement. If you already know the basics of SQL, this book provides many examples of how to write even more advanced SQL to huge benefit in your applications, such as:
• Pivoting rows to columns and columns to rows
• Recursion in SQL with MODEL and WITH clauses
• Answering Top-N questions
• Forecasting with linear regessions
• Row pattern matching to group or distribute rows
• Using MATCH_RECOGNIZE as a row
processing engine
#SQL
🆔 @Programming4all_0to100
Author(s): Kim Berg Hansen
Publisher: APress, Year: 2020
Description:
Write powerful queries using as much of the feature-rich Oracle SQL language as possible, progressing beyond the simple queries of basic SQL as standardized in SQL-92.
Both standard SQL and Oracle's own extensions to the language have progressed far over the decades in terms of how much you can work with your data in a single, albeit sometimes complex, SQL statement. If you already know the basics of SQL, this book provides many examples of how to write even more advanced SQL to huge benefit in your applications, such as:
• Pivoting rows to columns and columns to rows
• Recursion in SQL with MODEL and WITH clauses
• Answering Top-N questions
• Forecasting with linear regessions
• Row pattern matching to group or distribute rows
• Using MATCH_RECOGNIZE as a row
processing engine
#SQL
🆔 @Programming4all_0to100
Practical Oracle SQL @Max_Academy.pdf
9.7 MB
✔️What You Will Learn:
▪️Take full advantage of advanced and modern features in Oracle SQL
▪️Recognize when modern SQL constructs can help create better applications
▪️Improve SQL query building skills through stepwise refinement
▪️Apply set-based thinking to process more data in fewer queries
▪️Make cross-row calculations with analytic functions
▪️Search for patterns across multiple rows using row pattern matching
▪️Break complex calculations into smaller steps with subquery factoring
#SQL #علم_داده #پایگاه‌داده
🆔 @Programming4all_0to100
▪️Take full advantage of advanced and modern features in Oracle SQL
▪️Recognize when modern SQL constructs can help create better applications
▪️Improve SQL query building skills through stepwise refinement
▪️Apply set-based thinking to process more data in fewer queries
▪️Make cross-row calculations with analytic functions
▪️Search for patterns across multiple rows using row pattern matching
▪️Break complex calculations into smaller steps with subquery factoring
#SQL #علم_داده #پایگاه‌داده
🆔 @Programming4all_0to100
HTML and CSS: Visual QuickStart Guide (9th Edition)
Author(s): Joe Casabona
Series: Visual QuickStart Guide
Publisher: Peachpit Press, Year: 2020
Description:
HTML and CSS remain the linchpin of the Web. Every beginning web developer needs to understand them thoroughly — including the latest advances in these standards, and the newest techniques based on them. For decades, web professionals have turned to HTML and CSS: Visual QuickStart Guide as the fastest and most practical way to gain that understanding. Now, this full-color guide has been thoroughly updated by a new author who’s taught thousands of beginning web developers. Joe Casabona combines expert introductions to the latest HTML and CSS technologies, new examples and projects, and extensive online video content for a true multi-modal learning experience.
#Html #CSS #javascript #php
🆔 @Programming4all_0to100
Author(s): Joe Casabona
Series: Visual QuickStart Guide
Publisher: Peachpit Press, Year: 2020
Description:
HTML and CSS remain the linchpin of the Web. Every beginning web developer needs to understand them thoroughly — including the latest advances in these standards, and the newest techniques based on them. For decades, web professionals have turned to HTML and CSS: Visual QuickStart Guide as the fastest and most practical way to gain that understanding. Now, this full-color guide has been thoroughly updated by a new author who’s taught thousands of beginning web developers. Joe Casabona combines expert introductions to the latest HTML and CSS technologies, new examples and projects, and extensive online video content for a true multi-modal learning experience.
#Html #CSS #javascript #php
🆔 @Programming4all_0to100
Html and Css @Max_Academy.pdf
29.3 MB
✔️What You Will Learn:
▪️Designing, structuring, and formatting sites
▪️Using images, links, styles, tables, forms
▪️Adding media, visual effects, and animations
▪️Using CSS to gain full control over elements, fonts, colors, and layouts
▪️Making the most of sophisticated HTML5 and CSS3 capabilities
▪️Applying modern best practices for ensuring accessibility and responsiveness, and building high-performance progressive web apps
▪️Effectively testing, debugging, and publishing sites and applications
▪️Exploring leading JavaScript libraries and build tools for more advanced web development
#Html #CSS #javascript #php
🆔 @Programming4all_0to100
▪️Designing, structuring, and formatting sites
▪️Using images, links, styles, tables, forms
▪️Adding media, visual effects, and animations
▪️Using CSS to gain full control over elements, fonts, colors, and layouts
▪️Making the most of sophisticated HTML5 and CSS3 capabilities
▪️Applying modern best practices for ensuring accessibility and responsiveness, and building high-performance progressive web apps
▪️Effectively testing, debugging, and publishing sites and applications
▪️Exploring leading JavaScript libraries and build tools for more advanced web development
#Html #CSS #javascript #php
🆔 @Programming4all_0to100
Applied Data Science with Python and Jupyter
Author(s): Alex Galea
Publisher: Packt Publishing, Year: 2018
Description:
Getting started with data science doesn't have to be an uphill battle. Applied Data Science with Python and Jupyter is a step-by-step guide ideal for beginners who know a little Python and are looking for a quick, fast-paced introduction to these concepts. In this book, you'll learn every aspect of the standard data workflow process, including collecting, cleaning, investigating, visualizing, and modeling data. You'll start with the basics of Jupyter, which will be the backbone of the book. After familiarizing ourselves with its standard features, you'll look at an example of it in practice with our first analysis. In the next lesson, you dive right into predictive analytics, where multiple classification algorithms are implemented.
#علم_داده #پایتون
🆔 @Programming4all_0to100
Author(s): Alex Galea
Publisher: Packt Publishing, Year: 2018
Description:
Getting started with data science doesn't have to be an uphill battle. Applied Data Science with Python and Jupyter is a step-by-step guide ideal for beginners who know a little Python and are looking for a quick, fast-paced introduction to these concepts. In this book, you'll learn every aspect of the standard data workflow process, including collecting, cleaning, investigating, visualizing, and modeling data. You'll start with the basics of Jupyter, which will be the backbone of the book. After familiarizing ourselves with its standard features, you'll look at an example of it in practice with our first analysis. In the next lesson, you dive right into predictive analytics, where multiple classification algorithms are implemented.
#علم_داده #پایتون
🆔 @Programming4all_0to100
Python for Data Analysis: Master Deep Learning with Python Language and Become Great at Programming Python for Beginners with Hands-on Project (Data Science)
Author : Scratch, Jason
Year : 2020
Language : English
Extension : epub
#پایتون #علم_داده #یادگیری_عمیق
🆔 @Programming4all_0to100
Author : Scratch, Jason
Year : 2020
Language : English
Extension : epub
#پایتون #علم_داده #یادگیری_عمیق
🆔 @Programming4all_0to100
Scratch,_Jason_Python_for_Data_Analysis_Master_Deep_Learning_with.epub
4.1 MB
Python for Data Analysis: Master Deep Learning with Python Language and Become Great at Programming Python for Beginners with Hands-on Project (Data Science)
Author : Scratch, Jason
Year : 2020
#پایتون #علم_داده #یادگیری_عمیق
🆔 @Programming4all_0to100
Author : Scratch, Jason
Year : 2020
#پایتون #علم_داده #یادگیری_عمیق
🆔 @Programming4all_0to100