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Machine Learning Basic Doubts: What is Machine  Learning? Machine learning is a core sub-area of AI, it enables computers to get into  a mode of self-learning without being explicitly programmed. When exposed to new data, these computer programs are enabled to learn, grow, change and develop by themselves. To put simply, the iterative aspect of ML is the ability to adapt new data independently. This is possible as programs learn from previous computations and use "pattern recognition" to produce reliable results. Why Machine Learning? Consider some of the instances where ML is applied:the self-driving Google car, cyber fraud detection, online recommendation engines- like Fb's friend suggestion, Youtube's video recommendations, Netflix's movies/shows recommendations and "more item to consider" and get yourself a little something" on Amazon- are all examples of applied ML. Machine Learning has 2 phases : Learning Phas...

Learning Path for Data Scientists Fundamental of Python and R(10Hrs) Basics of Python and R Conditional and loops String and list objects. Functions & OOPs concepts. Exception handling. Database programming. Data scientists must know how to code - start by learning the fundamentals of two popular programming languages Python and R. Data Wrangling(16hrs) Reading CSV, JSON, XML and HTML files using Python NumPy & pandas Relational databases and data manipulation with SQL Scipy libraries Loading, cleaning, transforming, merging, and reshaping data Once you have the core skill of programming covered – dip your feet in the nitty-gritty of working with data by learning how to wrangle and visualize them. Statistics and Probability(8Hrs) Probability mass functions Probability distribution functions Cumulative distribution functions Modeling distributions Inferential statistics Estimation Hypothesis testing Implementation of sta...

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 hai...

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.               ...

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 di...