Anjali Jain

Speed up your development processes and improve your productivity by writing practical and relevant prompts to build web applications and Machine Learning (ML) models Purchase of the print or Kindle book includes a free PDF copy Key Features Utilize prompts to enhance frontend and backend web development Develop prompt strategies to build robust machine learning models Use GitHub Copilot for data exploration, maintaining existing code bases, and augmenting ML models into web applications Book DescriptionAI-Assisted Programming for Web and Machine Learning shows you how to build applications and machine learning models and automate repetitive tasks. Part 1 focuses on coding, from building a user interface to the backend. You’ll use prompts to create the appearance of an app using HTML, styling with CSS, adding behavior with JavaScript, and working with multiple viewports. Next, you’ll build a web API with Python and Flask and refactor the code to improve code readability. Part 1 ends with using GitHub Copilot to improve the maintainability and performance of existing code. Part 2 provides a prompting toolkit for data science from data checking (inspecting data and creating distribution graphs and correlation matrices) to building and optimizing a neural network. You’ll use different prompt strategies for data preprocessing, feature engineering, model selection, training, hyperparameter optimization, and model evaluation for various machine learning models and use cases. The book closes with chapters on advanced techniques on GitHub Copilot and software agents. There are tips on code generation, debugging, and troubleshooting code. You’ll see how simpler and AI-powered agents work and discover tool calling.What you will learn Speed up your coding and machine learning workflows with GitHub Copilot and ChatGPT Use an AI-assisted approach across the development lifecycle Implement prompt engineering techniques in the data science lifecycle Develop the frontend and backend of a web application with AI assistance Build machine learning models with GitHub Copilot and ChatGPT Refactor code and fix faults for better efficiency and readability Improve your codebase with rich documentation and enhanced workflows Who this book is forExperienced developers new to GitHub Copilot and ChatGPT can discover the best strategies to improve productivity and deliver projects quicker than traditional methods. This book is ideal for software engineers working on web or machine learning projects. It is also a useful resource for web developers, data scientists, and analysts who want to improve their efficiency with the help of prompting. This book does not teach web development or how different machine learning models work.

The book contains everything that a girl faces in her day-to-day life. A girl have many thing that stroke her life. She has her life's best and worst moments at a time. She hide alott of pain in her smile. This book shows every step which a girl faces at her lifetime. As a girl i would like to suggest everyone that they all must read this book as not not i am author because everyone should get to know that what a girl is facing. As a girl i can assure every girl that this relates to every girls life. As for boys its important because to know the importance of girls in their life.

Ifs and Buts of Love is about the most intense and passionate feeling that is love which may not be necessarily only with the human beings on this planet. It is about how you fall, again and again, in love which is eternal and infinite.It is such a big ocean of mixed emotions where you keep drowning, but you still want to survive despite the pain. True love is innocent and fragile. Despite heartbreak, you think about the person all day long. You are not in touch, but nostalgia hits you hard and the beautiful memories become painful.Isn't that what love is supposed to do?You dig into old pictures and it awakens your buried emotions. It causes anxiety, depression and insomnia but still makes perfect sense to you and you hold them close to your heart.This book will take you to a rollercoaster ride of emotions. It will remind you of how deeply you have been in love and how it changed your life. Eventually, without even realizing, you reach a stage where you become immune to everything. It will remind you of times when you want to run away but will choose to stay. This book is a must-read as the journey of reading this book will be as soothing as love.

Are you vulnerable to having Depression? Depression is known to be potent in causing huge mental morbidity. According to World Health Organization report of 2001, it is currently affecting about 121 million people worldwide and they predict in 2020 depression will impose the second-largest burden of ill health worldwide. Anybody having sad mood since two weeks for most time of the day and almost every day could be suffering from depression. Overcoming depression once, is not an insurmountable battle, but undergoing it again, could mean a loved one approaching to fatal outcome. Ever thought feeling 'abandoned' or 'failed' in childhood can result in a scar predisposing you to develop depression in future? Or is any grave life event throwing you ten times deeper in dungeons of lonely depression? Sometimes even perpetual daily hassles may augment vulnerability for developing Depression. Want to be able to predict and prevent such a mishap happening to you or your loved one? The author analyzes this dynamics that will help people at large and mental & health professionals and researchers in understanding the often overlooked but critical aspects of Depression.