Deep Dive Android Development using Jetpack Compose

Interested in the field of Machine Learning? Then this course is for you! This course has been designed by experts so that we can share our knowledge and help you learn complex theory, algorithms and coding libraries in a simple way. We will walk you step-by-step into the World of Machine Learning. With every tutorial you will develop new skills and improve your understanding of this challenging yet lucrative field of ML. This course is fun and exciting, but at the same time we dive deep into Machine Learning. we will be covering the following topics in a well crafted way: Tensors and TensorFlow on the Cloud - what neural networks, Machine learning and deep learning really are, how neurons work and how neural networks are trained. - Datalab, Linear regressions, placeholders, variables, image processing, MNIST, K- Nearest Neighbors, gradient descent, softmax and more Moreover, the course is packed with practical exercises which are based on real-life examples. So not only will you learn the theory, but you will also get some hands-on practice building your own models. Course Overview Module 1- Introduction Gcloud Introduction Labs Module 2 - Hands on GCP Labs Module 2-Datalab Module 3-Machine Learning Tensorflow Introduction to Machine Learning, Typical usage of Mechine Learning, Types, The Mechine Learning block diagram, Deep learning Neural Networks, Labels, Understanding Tenser Flow, Computational Graphs, Tensors, Linear regression , Placeholders variables, Image processing in Tensor Flow, Image as tensors, M-NIST – Introduction, K-nearest neighbors Algorithm, L1 distance, Steps in K- nearest neighbour implementation, Neural Networks i

Machine Learning Principles: Unlocking the Power of Algorithms and ConceptsAre you ready to take your Machine Learning skills to the next level? This course is designed to introduce you to the fundamental principles behind Machine Learning algorithms and concepts, empowering you to become a more effective and insightful practitioner in this rapidly evolving field.Why This Course?Machine Learning is more than just a tool – it's a powerful approach to problem-solving that requires a deep understanding of its underlying principles. Without this foundation, you may find yourself:Struggling to interpret model results effectivelyUnsure why one model outperforms anotherUnable to choose the most appropriate metrics for your specific problemsLimited in your ability to innovate and create custom solutionsThis course aims to bridge the gap between simply using Machine Learning tools and truly mastering the science behind them.What You'll LearnThroughout this course, you'll gain invaluable insights into:The core mathematical and statistical concepts driving Machine Learning algorithmsHow to interpret common evaluation metrics (e.g., MSE, accuracy, precision, recall) and understand their real-world implicationsThe strengths and weaknesses of various Machine Learning models and when to apply themTechniques for feature selection, preprocessing, and model optimizationThe ethical considerations and potential biases in Machine Learning applicationsCourse StructureWe'll cover a range of topics, including but not limited to:RegressionClassificationResampling MethodsBootstrapEnsemblesSVMsEach section includes Python code discussions with suggested homework to reinforce your learning and help you apply these

Hi there, I'm Filip, a top-rated and best-selling Udemy instructor and I want to thank you for showing interest in my Bootstrap 4 Crash Course. Below is a complete breakdown of what you're going to learn throughout this course. Lets start the journey. - GENERAL OVERVIEW: This 3-hour, intensive and extensive crash course will have you completely set up and ready to build responsive websites, landing pages and templates with the very new Bootstrap 4 Beta framework. I will demonstrate the power of the Bootstrap library, we'll set up the environment together (Installation of Bootstrap + Code Editor), we'll take a look inside the core principles of Bootstrap 4 (rows columns) and even then, once you're familiar with the basics, we'll start building the website from scratch. - COMPONENT-BASED COURSE! This course combines a total of 10 creative components - each built from scratch while I'm showcasing the complete process behind building even the smallest details. Here's a list of all of the components that we'll be building throughout this crash course. - COMPONENTS AND PROJECTS TAUGHT: Let me introduce you to the 10 components that we'll be building throughout the course: Navigation Bars: A complete navigation bar built from scratch that's responsive for all screen sizes and looking slick and modern.Dropdown Menus: Working Dropdown menus to showcase more options whenever we click on the parent list-item/link.Jumbotrons: Hero Sections to display important information are called Jumbotrons in Bootstrap 4. We'll be using one in our course.Cards and Badges: Many different styles for Bootstrap 4 cards to display information in clean manner, alongside Badges to display

Have you been looking for an advanced laravel course ?Have you been searching for a course that will teach you the advanced core features of the LARAVEL framework?Have you wondered how to build and deploy a REAL WORLD APPLICATION ?Have you searched for a tutorial to learn the advanced concepts of LARAVEL and VUEJS ? the best PHP framework and the best FRONTEND JAVASCRIPT FRAMEWORK ?Well, I've got good news for you. Search no more.I introduce to you, THE ADVANCED LARAVEL AND VUEJS COURSE. The LAST LARAVEL COURSE you will ever need. This course covers advanced features of the laravel framework, with a deep dive into the source code of the framework, explanation of the core concepts and design patterns in the framework itself.Some of the advanced features covered in this course in full detail are:Implicit and explicit Route model bindingVideo processingStorage and file systemsAdvanced Eloquent conceptsMultiple file uploadsCustom request objectsOne to many, Many to many and Polymorphic relationshipsAnd so much more !!!We would also learn how to build laravel applications with a vuejs frontend, and some of the features and concepts we would cover in Vuejs are :Component compositionComponent reusabilityInline templates with bladeMultiple file uploadsFile upload progressNested commen

Welcome to Functional Programming with Python Comprehensions!This course is carefully crafted to bridge the gap between beginner and intermediate Python programming, focusing specifically on functional programming principles. Throughout the course, you'll embark on a transformative journey, mastering the art of using list, set, dictionary, and nested comprehensions to write clearer, concise, and more efficient code.At the end of this course you can expect to have a real understanding of:List Comprehensions.Set Comprehensions.Dictionary Comprehensions.Generator Comprehensions.Nested Comprehensions.The difference between Imperative Declarative Programming styles.Each section is supplemented with quizzes and coding exercises that allow you to practice and solidify your understanding of the material. These exercises are designed to mirror real-world scenarios and job interview scenarios, enabling you to develop problem-solving skills while applying functional programming concepts.Additionally, this course offers a unique feature—a monthly job interview style question. Each month, you'll be presented with a challenging question designed to test your understanding of functional programming concepts and your ability to apply them in a practical setting. These exercises will not only help you gauge your progress but also prepare you for real-world coding interviews.By the end of this course, you'll have mastered the art of functional programming with Python comprehensions. You'll possess a deep understanding of the benefits and applications of functional programming, allowing you to write cleaner, more concise, and highly efficient code. Whether you aim to enhance your career prospects, tackle complex coding challenges, or simply expand your programming skill s

Do you want to learn Liquid programming so that you can customize or understand the codes of your Shopify theme? If yes, then you have come to the right place!Welcome to the Shopify Liquid Programming course! In this course, my goal is to help you understand what is Liquid like what it does, and how to use it.We’re going to cover the following features of Liquid:Objects - Getting values from Shopify, and making our ownTags - Making loops, conditional statements and getting templates/sectionsFilters - Changing returned valuesIf you are a Shopify store owner and want to understand how a Shopify store is running, then learning Liquid can be extremely helpful.Why Take This Course?One of the biggest mistakes that people make is that they customize their Shopify theme aimlessly. What they usually do is Google the features that they’re looking for, then they will copy a code from someone else and apply it to their Shopify store without understanding the code that they copied and pasted. This can be a BIG issue since Shopify themes are vulnerable to code injections.That’s why I’m here to help you avoid making that mistake!Before Taking This CourseNow, what are the things that you need to know before taking this course? To get the best experience out of this course, it’s highly recommended that you know how to use Shopify. Meaning, you should know your way around Shopify from admin, to the settings, and to the storefront.Next, you must know at least the basics of programming (Like the operators, or data types). Though I will do my best to explain what is going on in each lesson so that even if you have less programming knowledge, you’ll be able to understand the code. In addition, for each lesson, I will provid