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Data Science — including machine learning, data analysis, and data visualization First of all, let’s review what machine learning  is . I think the best way to explain what machine learning is would be to give you a simple example. Let’s say you want to develop a program that automatically detects what’s in a picture. So, given this picture below (Picture 1), you want your program to recognize that it’s a dog. Picture 1 Given this other one below (Picture 2), you want your program to recognize that it’s a table. Picture 2 You might say, well, I can just write some code to do that. For example, maybe if there are a lot of light brown pixels in the picture, then we can say that it’s a dog. Or maybe, you can figure out how to detect edges in a picture. Then, you might say, if there are many straight edges, then it’s a table. However, this kind of approach gets tricky pretty quickly. What if there’s a white dog in the picture with no brown hair? W

A Roadmap To Become An Android Developer This article is meant for all those bright minds out there who wants to learn Android Development but have no idea 'where to start'. Getting started with the Android Development First of all, you must have a basic knowledge of the Java language for Android Development. Learn the Java language from the Head-First Java book. Set up Android Studio IDE for Android Development on your PC or Laptop. Take a course or any book on Android app development with which you think you are comfortable. Being comfortable with the course or the book is very important. During the course build something on whatever you read. Setting up Kotlin in Android Studio. Introduction to Android Studio IDE. Android User Interface — XML and View Components. There is no better way to learn something than by doing it practically. Improving yourself as an Android Developer Understand the Activity Life-cycle as having the knowledge of

How To LiveBoot into Android on your PC  (And no, we are not talking about emulators. We are talking about live boot like any OS) Let's Start What will you need: Android image file (obviously) : http://www.android-x86.org/download Rufus or Win32 Disk imager : https://rufus.akeo.ie https://sourceforge.net/projects/win32diskimager/ And a 4 GB (could work with 2 GB, but the more the better) The Procedure: Download an Android image (whichever you want one link is given above). How to flash Android image to pendrive:   ⇒Rufus method-                   →Open Rufus.                 →Select your Drive.                 →Leave the Partition Scheme to default.                 →File system - NTFS.                 →Name the Volume as you want.                 →There will be a small drive like button, press that and select the android iso image                      you downloaded.                 →Now click on START button.                 →Rufus will ask y

How to Install a Complete Linux Distro(or distribution or flavors, all are same) on Android : This article is for users who want to experience a complete desktop OS on their Android phone, especially tech-savvy people who don’t want to carry around a laptop or tablet, it’s entirely possible to install a fully-functional Linux OS on your Android phone. You will need a rooted phone for this operation – you can search Appuals for a root guide for your device if you aren’t already rooted. Once you’re rooted though, the process is fairly simple. Requirements: BusyBox VNC Viewer Linux Deploy Steps to follow: The first thing you’ll want to do is install BusyBox – either directly from Google Play store, or the Magisk BusyBox module if you’re rooted with MagiskSU. If you install BusyBox from the Google Play store, you just need to download the app, launch it, and hit the “Install” button from inside the app. If you’re rooted with MagiskSU, you need to launch Magisk Ma

How to Enable Developer Mode on Chrome OS to Get Root Access The method is quite simple and easy and you need to follow the simple and easy guide that will provide your Chrome OS the root access and this will enable the developer mode and give you all the controls to access the OS services. So follow the steps below to proceed: Things to Keep in Mind Before Proceeding. Chromebook will get reset. When you go for rooting process then you need to factory reset your device to flush out all the current directory files. And this will gonna revert back all the settings to the default factory settings. You can either backup all your important files or can store the files to the cloud services. Google will stop supporting your Chromebook. If the developer mode gets enables then the google will Stop supporting your device. And all the upcoming updates you have to manually install on your device. And this gonna voids warranty too, but in any case you need a service then simply disabl

Learning Path for Deep Learning in 2019 Here is a high-level overview of the core concepts you should and master in the deep learning sphere: Getting Started:  Deep learning is a vast field made up of several components. So to kick off your learning journey, it is recommended to start from the ground up. The first month will be all about understanding what deep learning means, covering basic descriptive statistics and probability concepts, and learning Python! Machine Learning Basics:  The logical next step in our learning path takes you into the world of machine learning. This includes techniques like linear regression, logistic regression, and regularization methods. Deep learning cannot be truly grasped until you know the core concepts of linear algebra and calculus, so complement your skill-set with an introduction to matrices, vectors and derivatives. Introduction to Deep Learning and Keras:  This is what you’ve been waiting for! March is when we recomm