Machine Learning and Artificial Intelligence Using Swift

Now featuring Rails 6 - the latest version of the Ruby on Rails framework.Ruby on Rails Web Developer average salaries by city as of January 2020 (according to Glassdoor):New York - $95,000/yr, Boston - $97,000/yr, San Francisco - $100,719/yrNeed more reasons on "why Ruby on Rails?" Since its introduction, Ruby on Rails has rapidly become one of the most popular and powerful web application development tools for both startups and mature software companies. Some of the top sites in the world started with Ruby on Rails such as Basecamp, Twitter, Shopify, Github, LivingSocial, Groupon, Hulu, Airbnb, Yellow Pages and many more! Even after immense scaling, most of them continue to use Rails! Ruby on Rails developers routinely command the highest salaries in the tech industry!The Complete Ruby on Rails Developer is:#1 Web development course with Ruby on Rails on Udemy. 64,000+ students, 9500+ ratings, 57% of them are 5-star!#1 Best-seller in Ruby on Rails since it's launchThis is the only course you'll need where you learn how to build everything from simple to complex, deployable, production-ready web applicationsThis course currently features the Ruby programming language, 5 total apps -- Alpha-blog and Finance Tracker featuring Rails 6, MessageMe and University app featuring Rails 5 and a SAAS app upgrade to Rails 6 underway!The Complete Ruby on Rails Developer Course provides a thorough introduction to Web Applications Development using the wildly popular Ruby on Rails framework. With 40+ hours of engaging video lectures and text follow-up lectures with directions, references and code, this course is designe

Dalam era digital saat ini, kemampuan untuk memahami dan memprediksi data berdasarkan tren waktu telah menjadi keterampilan yang sangat berharga. Sebagai salah satu platform pembelajaran online terkemuka, Udemy, saya ingin sharing mengenai pelatihan eksklusif yang akan membawa Anda ke garis depan analisis data Time Series. Pelatihan ini tidak hanya memberikan Anda keterampilan, tetapi juga keunggulan kompetitif di pasar kerja.Analisis dan prediksi Time Series adalah fondasi dari banyak sektor industri - dari keuangan hingga kesehatan, dari pemasaran hingga manajemen rantai pasokan. Kemampuan untuk memahami tren masa lalu, menganalisis pola saat ini, dan memprediksi kejadian masa depan adalah kunci untuk membuat keputusan bisnis yang tepat dan strategis. Dengan pemahaman yang mendalam tentang Time Series, Anda dapat membantu perusahaan Anda mencapai efisiensi operasional, memaksimalkan keuntungan, dan merespons dengan cepat terhadap perubahan pasar.Kursus ini dirancang dengan cermat untuk memberi Anda gambaran menyeluruh tentang analisis Time Series. Anda akan dimulai dengan Pengenalan Data Time Series, memahami esensi dan struktur dari data berbasis waktu. Selanjutnya, Anda akan diajak mengeksplorasi teknik Visualisasi Data Time Series untuk menginterpretasikan data dengan visual yang menarik dan informatif. Materi akan semakin mendalam dengan modul Analisis dan Prediksi Data Time Series, di mana Anda akan mempelajari teknik-teknik analitik terbaru. Tidak berhenti di situ, Anda juga akan diperkenalkan dengan Evaluasi dan Metrik dari model time series yang esensial untuk mengevaluasi akurasi dan efektivitas model prediksi Anda. Bagi Anda yang ingin menyelami teknologi canggih, modul Penerapan Deep Learning dan Hyperparameter Tuning siap mengajak Anda ke level berikutnya. Dan tentunya, kami juga menyertakan Analisis dan Prediksi Multivariate Time Series, memun

This is a hands-on, project-based course designed to help you learn two of the most popular Python packages for data visualization and business intelligence: Matplotlib Seaborn.We'll start with a quick introduction to Python data visualization frameworks and best practices, and review essential visuals, common errors, and tips for effective communication and storytelling.From there we'll dive into Matplotlib fundamentals, and practice building and customizing line charts, bar charts, pies donuts, scatterplots, histograms and more. We'll break down the components of a Matplotlib figure and introduce common chart formatting techniques, then explore advanced customization options like subplots, GridSpec, style sheets and parameters.Finally we'll introduce Python's Seaborn library. We'll start by building some basic charts, then dive into more advanced visuals like box violin plots, PairPlots, heat maps, FacetGrids, and more.Throughout the course you'll play the role of a Consultant at Maven Consulting Group, a firm that provides strategic advice to companies around the world. You'll practice applying your skills to a range of real-world projects and case studies, from hotel customer demographics to diamond ratings, coffee prices and automotive sales. COURSE OUTLINE:Intro to Python Data VisualizationLearn data visualization frameworks and best practices for choosing the right charts, applying effective formatting, and communicating clear, data-driven stories and insightsMatplotlib FundamentalsExplore Python's Matplotlib library and use it to build and customize several essential chart types, including line charts, bar charts, pie/donut charts,

Apakah Anda ingin menguasai cara memanipulasi dan menganalisis data di MS Excel menggunakan Python? Kursus ini dirancang untuk membantu Anda meningkatkan efisiensi kerja dengan menggabungkan kekuatan Python dan MS Excel. Dari dasar hingga mahir, Anda akan mempelajari teknik pemrograman yang dapat langsung diterapkan dalam pekerjaan atau studi Anda. Dengan pendekatan praktis, kursus ini memungkinkan Anda memahami konsep fundamental Python dan menerapkannya pada berbagai kasus pengolahan data nyata.Apa yang Akan Anda Pelajari?Cara menginstal Python dan mempersiapkan komputer untuk analisis data.Konsep dasar pemrograman Python, mulai dari variabel hingga logika perulangan.Teknik pembuatan fungsi yang dapat digunakan untuk memecahkan masalah sehari-hari, seperti menghitung tabungan atau kebutuhan material.Integrasi Python dengan MS Excel untuk manipulasi data, seperti membuat workbook, memperbarui data, dan membersihkan data.Analisis dan visualisasi data menggunakan grafik yang menarik dan informatif.Mengapa Harus Mengambil Kursus Ini?Langsung ke Inti: Materi difokuskan pada kasus-kasus praktis yang relevan dengan kebutuhan dunia kerja dan studi.Bersifat Modular: Anda dapat belajar sesuai waktu yang tersedia tanpa merasa terbebani.Dukungan Lengkap: Selain penjelasan video, Anda juga akan mendapatkan latihan, dokumen, dan materi pendukung lainnya untuk memperkuat pemahaman.Penghematan Waktu: Pelajari cara otomatisasi tugas-tugas data di MS Excel yang sebelumnya dilakukan secara manual.Manfaat Kursus untuk AndaOtomasi Pekerjaan: Kurangi pekerjaan manual dengan membuat skrip Python untuk MS Excel.Peningkatan Karier: K

The application of Machine Learning and Deep Learning is rapidly gaining significance in Computer Vision. OpenCV lies at the intersection of these topics, providing a comprehensive open-source library for classic as well as state-of-the-art Computer Vision and Machine Learning algorithms. If you wish to build systems that are smarter, faster, sophisticated, and more practical by combining the power of Computer Vision, Machine Learning, and Deep Learning with OpenCV 4, then you should surely go for this Learning Path.This hands-on course on OpenCV not only helps you learn computer vision and ML with OpenCV 4 but also enables you to apply these skills to your projects. You will firstly set up your development environment for building 5 interesting computer vision applications for Face and Eyes detection, Emotion recognition, and Fast QR code detection. You will then explore essential machine learning and deep learning concepts such as supervised learning, unsupervised learning, neural networks, and learn how to combine them with other OpenCV functionality for image processing and object detection. Along the way, you will also get some tips and tricks to work efficiently.Contents and OverviewThis training program includes 3 complete courses, carefully chosen to give you the most comprehensive training possible.The first course, Hands-On OpenCV 4 with Python, is designed for you to develop some real-world computer vision applications. You will begin with setting up your environment. You will then build five exciting applications. You will also be introduced to all necessary concepts and then moving into the field of Artificial Intelligence (AI) and deep learning such as classification and object detection with OpenCV 4.The second course, OpenCV 4 Computer Vision with Python Recipes, starts off with an introduction to OpenCV 4 and familiarizes you with the advancements in this version. You will learn how

This course will cover the basics of Simulink and students will be able to create Simulink models and run simulations of physical systems. Simulink is a powerful MATLAB-based tool used to design and simulate mechanical, electrical, electromechanical, and hydraulic systems using a large comprehensive drag and drop library.The course includes a unique project-based learning approach and you are going to learn by doing! students will be able to develop fun, useful and practical Simulink models from scratch. In this course, students will be able to: Experience a true practical project-based learning experience, we will build 10 Simulink projects togetherAccess all the Simulink models and slides, Receive a certificate of completion to post on LinkedIn profile to showcase your skills in Simulink to employers. Receive a risk free trial with 30 day money back guarantee so you can give a course a try risk free!Check out the preview videos and the outline to get an idea of the projects we will be covering.We will start from the basics and gradually build up your knowledge. So who this course is for?The course is targeted towards anyone wanting to gain a fundamental understanding of Matlab and Simulink and solve practical real world business problems.In this course:(1) You will have a true practical project-based learning experience, we will build over 5 projects together(2) You will have access to all the codes, Simulink models and slides(3) You will get a certificate of completion that you can post on your LinkedIn profile to showcase your skills in Simulink and SimScape to employers.(4) All this comes with a 30-day money back guarantee so you can give a course a try risk free!Check out the preview videos and the ou