Introduction to Python Programming
Introduction to Python Programming provides a comprehensive foundation in programming concepts and skills, and it is aligned to the scope of most introductory courses. A wide array of scenarios, contexts, and problems reflect programming applications in many...
Django 5 By Example, 5th Edition: Build powerful and reliable Python web applications from scratch
Build four real-world Django apps and learn Django by doing. Create fully functional web applications with authentication, content management systems, payment processing, REST APIs, and more...
Data is everywhere and it's growing at an unprecedented rate. But making sense of all that data is a challenge. Data Mining is the process of discovering patterns and knowledge from large data sets, and Data Mining with Python focuses on the hands-on approach to learning Data Mining. It...
Master AI image generation by leveraging GenAI tools and techniques such as diffusers, LoRA, textual inversion, ControlNet, and prompt design
Key Features
Master the art of generating stunning AI artwork with the help of expert guidance and ready-to-run Python code
Get instant access to emerging...
Hacking Windows with Python from Scratch
Learn how hackers hacks windows machine and bypass antiviruses.(The practical way)
What you’ll learn
Create undetectable payload
Hack any windows based machine and get full access
Execute shell commands, download and upload files and access webcam...
Learn how to create stunning user interfaces using the tkinter Python library
Key Features
● Explore the art of presenting information effectively using display widgets like labels, text boxes, images, and buttons.
● Delve into advanced topics like working with images, canvas drawing...
Master Python techniques and libraries to reduce run times, efficiently handle huge datasets, and optimize execution for complex machine learning applications.
Fast Python is a toolbox of techniques for high performance Python including:
Writing efficient pure-Python code
Optimizing the NumPy...
Syllabus
Introduction & Prerequisites
REPL & Running Python in VS Code
Course Introduction
Python Philosophy
Converting Between Types
Practice: Converting Between Types
List Comprehensions
Conditionals
List Operations
Sets & Dictionaries
Generator Expressions
Slicing Lists
zip Function
Practice...
Unlock the potential of microservices architecture and master the art of building scalable and resilient web applications using Django
Key Features
Deliver, optimize, and secure high-performing microservices in Django
Apply community-standard components for microservices like DRF (RESTful APIs)...
Create networks using data points and information
Learn to visualize and analyze networks to better understand communities
Explore the use of network data in both - supervised and unsupervised machine learning projects
Book Description
Network analysis is often taught with tiny or toy data sets...
Create interactive, data-driven dashboards using Python. This how-to guide is a practical resource for those (with modest programming skills) who work in scientific and engineering fields and want to leverage the power of Python to visualize and analyze data in a user-friendly dashboard format...
Explore the fascinating world of artificial intelligence and solve real-life problems! In this hands-on tutorial, you'll build smart, real-world applications using GPT-3, DALL-E, Whisper, CLIP, and other tools from the OpenAI and ML ecosystem. Rest assured, you don't need to be a data scientist...
Master neural networks to build modern artificial intelligence systems.
Book Description
This book is a practical guide to the world of artificial intelligence (AI), covering the mathematics and principles behind applications such as Google Maps and Amazon.
The book begins with an introduction...
Master effective navigation of neural networks, including convolutions and transformers, to tackle computer vision and NLP tasks using Python
Key Features
Understand the theory, mathematical foundations and the structure of deep neural networks
Become familiar with transformers, large language...
Writing computer programs in Python just got a lot easier! Use AI-assisted coding tools like GitHub Copilot and ChatGPT to turn your ideas into applications faster than ever.
AI has changed the way we write computer programs. With tools like Copilot and ChatGPT, you can describe what you want in...
This book will help you quickly learn to program for microcontrollers and IoT devices without a lot of study and expense. MicroPython and controllers that support it eliminate the need for programming in a C-like language, making the creation of IoT applications and devices easier and more...
FastAPI is a young but robust framework that takes advantage of Python's new features in a clean design. As the name suggests, FastAPI is truly fast, rivaling similar frameworks in languages like Golang. In this hands-on book, developers familiar with Python will learn how FastAPI allows you to...
If programming is magic, then web scraping is certainly a form of magic. By writing a simple automated program, you can query web servers, query data, and analyze it to extract the information you need. This completely updated third edition not only introduces you to web scraping, but also...
Welcome to “Learn Ethical Hacking – Build Python Attack & Defense Tools,” a comprehensive course that will teach you how to become an ethical hacker and build powerful tools using Python.
In this course, you’ll learn how to think like a hacker and use that knowledge to protect your own systems...