Android Jetpack: Room, Navigation and Data Binding
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Word2Vec: Build Semantic Recommender System with TensorFlow
In this Word2Vec tutorial, you will learn how to train a Word2Vec Python model and use it to semantically suggest names based on one or even two given names.This Word2Vec tutorial is meant to highlight the interesting, substantive parts of building a word2vec Python model with TensorFlow.Word2vec is a group of related models that are used to produce Word Embeddings. Embedding vectors created using the Word2vec algorithm have many advantages compared to earlier algorithms such as latent semantic analysis.Word embedding is one of the most popular representation of document vocabulary. It is capable of capturing context of a word in a document, semantic and syntactic similarity, relation with other words, etc. Word Embeddings are vector representations of a particular word.The best way to understand an algorithm is to implement it. So, in this course you will learn Word Embeddings by implementing it in the Python library, TensorFlow.Word2Vec is one of the most popular techniques to learn word embeddings using shallow neural network. Word2vec is a particularly computationally-efficient predictive model for learning word embeddings from raw text.In this Word2Vec tutorial, you will learn The idea behind Word2Vec:Take a 3 layer neural network. (1 input layer + 1 hidden layer + 1 output layer)Feed it a word and train it to predict its neighbouring word.Remove the last (output layer) and keep the input and hidden layer.Now, input a word from within the vocabulary. The output given at the hidden layer is the ‘word embedding’ of the input word.In this Word2Vec tutorial we are going to do all steps of building and training a Word2vec Python model (including pre-processing, tok

How to prepare yourself for job interview?
Learn interview skills from industry expertsIs it for you?· You will begin a journey that will convert you into the type of high-calibre applicant that companies will fight to hire.· Perhaps you're looking for your first job or attempting to go back into the workforce.· Perhaps you're a seasoned executive looking to go farther up the corporate ladder.· Or maybe you've been stumped by difficult interview questions in the past and want to know how to pass them with flying colours.· This training is for you, no matter what your situation is.Job scenario after Covid-19· After Covid-19 disruptions, Jobs are scarce in today's "buyer's market," and hundreds of people fight for far too few openings.· As they scan through application after resume from a plethora of eligible individuals, businesses have been forced to become quite demanding.· Nowadays the interview comes with trick questions, curveballs, and absurdly difficult questions aimed to shake out the applicant "plum tree" by putting them on the spot.· Interviewers employ a variety of strange and unusual questions and tactics to catch applicants off guard.Pressure interview· Interviewers no longer ask, "How well do you respond to pressure?"· Instead, they try to find out right away, during your first meeting, by pitching you into a simulated pressure cooker situation.· How can you prepare for today's new, demanding, and mentally exhausting interview?· While interviewing isn't rocket science, it may be a lot of labour.The goal of this training· The goal of this training is to provide you with a quick reference guide to the top 50 questions you're most likely to be asked, as well as a

Android App Development with Kotlin & Jetpack Compose
Here's a comprehensive course description for "Android App Development with Kotlin Jetpack Compose," incorporating best practices for Udemy:Android App Development with Kotlin Jetpack ComposeSubtitle Option 1: "Master Mobile Development with Kotlin Jetpack Compose: Build stunning UIs, manage State, and integrate Data."Subtitle Option 2: "Learn Android Programming with Kotlin and Jetpack Compose: From UI Layouts to Navigation and Asynchronous Operations."Course Description:Welcome to the ultimate guide to modern Android App Development! In this comprehensive course, you will learn how to build powerful, beautiful, and high-performance Android applications using the latest and most in-demand technologies: Kotlin and Jetpack Compose.Android development has evolved rapidly, and with Kotlin as the preferred language and Jetpack Compose as the revolutionary declarative UI toolkit, the landscape for building mobile apps is more efficient and enjoyable than ever before. This course is designed to take you from a complete beginner to a confident Android developer, equipped with the skills to create real-world applications.We'll start with the fundamentals of Kotlin, ensuring you have a strong programming foundation. Then, we'll dive deep into Jetpack Compose, understanding its declarative nature and how it simplifies UI development. You'll learn to build complex user interfaces with less code, making your apps more maintainable and scalable. Through practical examples and hands-on projects, you'll gain a solid understanding of the entire Android app development lifecycle.By the end of this course, you will be able to:Master Kotlin Fundamentals: Understand variables, data types, control flow, functions, classes, objects, a

Chronic Stress Recovery Course
We are delighted to invite you to our popular course on Treating Chronic Stress: The Brain-science of Recovery. Your learning outcomes for this training:The neuro-biology of chronic stress and recoveryLinks between chronic stress, trauma, pro-inflammatory conditions such as fibromyalgia, Inflammatory bowel disease (IBD), rheumatoid arthritis, fatty liver disease, Type 2 diabetes, obesity, endometriosis, etc.How to recalibrate the overstretched stress responseThe step by step guide to working with clients with chronic stress using the S.T.R.E.S.S model recovery frameworkLearn about the three stages of stress that determine vulnerability or resilienceHow to help clients develop a stress-proof mindset and the subconscious that will improve their effectiveness, productivity and happinessOther focuses:How to avoid the typical mistakes made in treating chronic stressHow to help clients with trauma-related stress without triggering overwhelming negative emotions which often result in major relapsesHow to manage relapsesFor professionals, as well as sufferers...This course attracts both professionals, individuals and sufferers who are interested in mental health, continuing professional development, and effective stress recovery techniques.TESTIMONIALS: What Previous Attendees Are Saying:Thank you for a most insightful course on how to address Chronic Stress. While most courses cause at least a ripple in how I practice, this one was towards the tsunami end of the scale. Philip B., CounsellorI found the course content to be very good. It was delivered in a way that was easily understood and the use of simple explanations such as the departments when t

Master Foundation 6.5 and code 3 projects with 9 pages
ABOUTFoundation - one of the world's most popular front-end frameworks!This course covers all the different parts of the latest version of one of the world's most popular front-end framework, Foundation 6.5.3. Foundation has been used by thousands of people around the world and have been carefully developed to cover a wide range of typical user interfaces. Web pages built with Foundation 6.5 works across all kinds of devices, browsers and screen sizes while also taking care of accessibility and a clean and modern design.This course is for the beginner who want to learn Foundation 6.5 from the bottom up. It goes through all the different parts, but each lecture can be watched independently.In addition to just learning about the different parts of Foundation 6.5 you will find a detailed walk-through of how to build three different responsive and modern complete projects using only Foundation 6.5.PROJECTSLearn to build the following projects using Foundation 6.5:Project 1: Resume and CV PageProject 2: Small Business WebsiteProject 3: Knowledge BaseLEARNING STYLEMore than just video lecturesIn addition to the video lectures this course contains the following kinds of learning materials:Foundation 6.5 Learning Kit:Downloadable ZIP file that works offlineA custom built learning kit with source code for all parts of Foundation 6.5. Features a reference section with many examples and a practice section, which you can use while learning about Foundation 6.5. More than 100 source files included in

Python for Absolute Beginners
Welcome to Python for Absolute Beginners: These are the MUST learn foundations. This course is designed to teach an absolute beginner the basics of Python. Python is a language that needs no introduction. It’s incredibly powerful, versatile, fast and it’s easy to learn.However, given its rapid rise in popularity over the last few years, there are loads of tutorials and guides out there which teach bad practices.Our goal is to change that, by creating a course which gives you a head start, by teaching best practices and underlying concepts. This course covers:The foundations of Python such as how to setup your machine, using the tools, syntax, packages and virtual environmentsHow to organise your code using conditions, functions and modulesWorking with data and large files, and Object Oriented ProgrammingHandling errors and exceptions, using various debugging toolsConnectivity with third party servicesTo take this course, you will need:Access to a computer running Windows or macOSAn internet connectionA positive can-do attitudeThis course combines the best of both theoretical explanations and hands-on coding challenges, into a complete beginner course to get you started with Python.As we emphasise in the trailer, a positive attitude is needed for programming. Although this course is designed for beginners, each person learns at their own pace and style. Programming is a hard concept to grasp in the beginning, but with repeated practice, patience, and self-love you will come to understand it. Don’t be disco
