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Hands-On React. Build advanced React JS Frontend with expert
React is the most popular library for building frontend web applications. Step-by-step by diving into all the basics, I'll introduce you to advanced concepts as well.We'll build the minesweeper application from scratch:setup of the development environmentconfiguration of the React JS appbasic algorithms of MinesweeperWe'll build the minesweeper game. During the course, we'll cover the most important topics. First will be a configuration of the ReactJS application with Typescript and using build tools Webpack+Babel.Second, there're presented TDD or TLD approaches that I'll try to practice with you during the coding sessions. Probably you don't have enough experience with the tests, but it's ok, there's still a good way to learn it from the course. When you work with code and cover it with test cases, it provides you with guarantees that your code works as you expected. This is the purpose and benefit of the tests.Tools for testing: Jest, Stryker, React Testing LibraryAlso, I'll try to cover basic Typescript concepts and show you a way to improve these skills. During the coding sessions, we'll cover advanced Javascript techniques to make sense of commonly used JS features.Storybook is the most popular way to build the components library. From our side, it's the most basic part of the course. We'll install and configure Storybook, which will provide us with a full components spec. This approach is called Components Driven Development.CSS-IN-JS, EmotionJS, and Styled-Components are very powerful toolkits to build UI components. Even very complex component styles can be easily produced and supported by it.We'll introduce you to React Hooks - it's the basic way to make dynamic UI for the applications.We'll make review React Router v5 and also

Machine Learning with Python, scikit-learn and TensorFlow
Machine learning brings together computer science and statistics to build smart, efficient models. Using powerful techniques offered by machine learning, you’ll tackle data-driven problems. The effective blend of Machine Learning with Python, scikit-learn, and TensorFlow, helps in implementing solutions to real-world problems as well as automating analytical model. This comprehensive 3-in-1 course is your one-stop solution in mastering machine learning algorithms and their implementation. Learn the fundamentals of machine learning and build your own intelligent applications. Explore popular machine learning models including k-nearest neighbors, random forests, logistic regression, k-means, naive Bayes, and artificial neural networks Contents and Overview This training program includes 3 complete courses, carefully chosen to give you the most comprehensive training possible. This course will help you discover the magical black box that is Machine Learning by teaching a practical approach to modeling using Python, scikit-learn and TensorFlow. The first course, Step-by-Step Machine Learning with Python, covers easy-to-follow examples that get you up and running with machine learning. In this course, you’ll learn all the important concepts such as exploratory data analysis, data preprocessing, feature extraction, data visualization and clustering, classification, regression, and model performance evaluation. You’ll build your own models from scratch. The second course, Machine Learning with Scikit-learn, covers effective learning algorithms to real-world problems using scikit-learn. You’ll build systems that classify documents, recognize images, detect ads, and more. You’ll learn to use scikit-learn’s API to extract features from categorical variables, text and images; evaluate model performance; and develop an intuition for how to improve your model’s performance. The third cou

Text Analysis and Natural Language Processing With Python
ENROLL IN MY LATEST COURSE ON HOW TO LEARN ALL ABOUT PYTHON SOCIAL MEDIA NATURAL LANGUAGE PROCESSING (NLP)Do you want to harness the power of social media to make financial decisions?Are you looking to gain an edge in the fields of retail, online selling, real estate and geolocation services?Do you want to turn unstructured data from social media and web pages into real insights?Do you want to develop cutting edge analytics and visualisations to take advantage of the millions of Twitter posts that appear each day?Gaining proficiency in social media mining can help you harness the power of the freely available data and information on the world wide web (including popular social media sites such as Twitter) and turn it into actionable insightsMY COURSE IS A HANDS-ON TRAINING WITH REAL PYTHON SOCIAL MEDIA MINING- You will learn to carry out text analysis and natural language processing (NLP) to gain insights from unstructured text data, including tweetsMy course provides a foundation to carry out PRACTICAL, real-life social media mining. By taking this course, you are taking an important step forward in your data science journey to become an expert in harnessing the power of social media for deriving insights and identifying trends.Why Should You Take My Course?I have an MPhil (Geography and Environment) from the University of Oxford, UK. I also completed a data science intense PhD at Cambridge University (Tropical Ecology and Conservation).I have several years of experience in analyzing real-life data from different sources and producing publications for international peer-reviewed journals.This course will help you gain fluency both in the different aspects of text analysis and NLP working throu

Tailwind CSS and Nextjs | Learn by building project
Build candy store using Tailwind CSS and NEXTJS fun project-based course. We will start by learning basics of Tailwind CSS. Then we going to build a completely responsive candy store website using Tailwind CSS and NEXTJS. Let's take a look at the outline for this course... FIRST PART OF THIS COURSEWe will learn all about a certain aspect of Tailwind like typography, margin and padding, box shadows, containers, grid, flex e.t.c This allows us to have basic understanding of Tailwind and will help to us to start building our main project. SECOND PART OF THIS COURSEWe going to build completely responsive multi-page candy store website. Website have very modern and clean-looking design. In this section we going to build many different components. Also will have a bit of javaScript for things like drawer menu and showing current page name when navigating to different pages. You will learn how to add different fonts to project, also how to configure global variables to make you website design consistent. I provide Figma template to this project. So you not only gonna learn how to effectively build modern websites, but also how to use Figma to speed up developing process. This section will give you all the knowledge you need to create powerful projects without the long-winded and time-consuming explanations.You’ll learn how to build a beautiful multi-page website with effective user interfaces. You’ll gain a better understanding of how to make websites that are mobile friendly through in-depth, step by step video instruction, so you’ll never feel overwhelmed.By the end of the course, you will have developed a clearer understanding of how to use Tailwind CSS and Nextjs as well as harnessing some powerful skills to enable you to create your own s

Test Driven Development in ASP.NET Core - The Handbook
Test Driven Development (TDD) is a powerful approach to building reliable and robust software. This course will teach you how to apply TDD in your .NET projects. Unit Testing is a type of software testing where code is written to automate the testing of sub-sections of an entire application. This methodology gives more functional coverage and reduces the need for manual regression testing when the application's code changes. The purpose is to validate that each unit of the software code performs as expected. Everything in this course is .NET 6 / .NET 7 compatible. You will discover the basics of unit testing and the red-green-refactor cycle. You will also learn how to test and implement business logic in a .NET Core application using xUnit as a testing framework and Moq as a mocking library. After this course, you will have the foundational knowledge of Test Driven Development that will help you as you move forward to test and implement new features in your C# projects. You will have the skills and knowledge to create a testable and maintainable ASP.NET Core application to architect real-world enterprise .NET Core apps.Build A Strong Foundation in Unit Testing in .NET: Use xUnit Test Projects.Use Moq and Shouldly(Fluent Assertions) to write unit tests.GitHub Projects to Track RequirementsConduct Red, Green, Refactor Test-driven development (TDD)Practice Test-Driven Development in actual codeLearn to write testable codeUnderstand how to write unit tests, then create or refactor code Review Pi

The Modern React Bootcamp (Hooks, Context, NextJS, Router)
EXPANDED and UPDATED to include new sections on Next JS and Server-Side Rendering!Welcome to the best online resource for learning React! Published in April 2019, this course is brand new and covers the latest in React. This course follows the exact same React curriculum my in-person bootcamp students follow in San Francisco, where students have gone on to get jobs at places like Google, Apple, Pinterest, Linkedin. This is the most polished React course online, and it's the only course that is based on REAL bootcamp curriculum that has been tried and tested in the classroom.This course builds up concepts one at a time, cementing each new topic with an expertly designed exercise or project to test your knowledge. It includes a huge variety of beautiful exercises, projects, and games that we create together from scratch. Sometimes we mix things up and give you a broken React app and ask you to fix it or optimize the code. Check out the promo video to see a couple of the course exercises. The course culminates in one huge capstone project, which is the largest project I've ever built for any of my online courses. I'm really excited about it :) React is the most popular JS library around, and there's never been a better time to learn it! Companies all over the world are turning to React to help manage their JavaScript chaos, including tech giants like Facebook, Airbnb, and Uber. React is consistently voted the most loved and most wanted front-end framework by developers, and it's clear why! React is a joy to use, and it makes writing maintainable and modular JavaScript code a breeze.If you're new to frameworks, React is the ideal first framework to learn. It's easy enough to learn the basics, but it doesn't teach you bad habits. Even if you've already enroll
