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Best Machine Learning Book for Beginners

You need a mixof different technologies for Data Science projects. Instead of learning many skills, just learn a few. The four main steps of any project are extracting the data, model development, artificial intelligence, and presentation. Attending interviews with many skills is not so easy. So keep the skills short.
A person with many skills can't perform all the work. You had better learn a few skills like Python, MATLAB, Tableau, and RDBMS. So that you can get a job quickly in the data-science project.
Out of Data Science skills, Machine learning is a new concept. Why because you can learn Python, like any other language. Tableau also the same. Here is the area that needs your 60% effort is Machine learning.  Machine Learning best book to start.

Related Posts How to write multiple IF-conditions in Python Simplified

15 awesome Java Interview Questions to know

Java interview is one of the tough interviews for developers coming from other technologies. So I have given very basic interview questions they asked. Really awesome to know these questions.


15 Java Questions

1. What is JVM? Why is Java called the ‘Platform Independent Programming Language’?

JVM, or the Java Virtual Machine, is an interpreter that accepts ‘Bytecode’ and executes it.
  • Java has been termed as a ‘Platform Independent Language’ as it primarily works on the notion of ‘compile once, run everywhere’. Here’s a sequential step establishing the Platform independence feature in Java:
  • The Java Compiler outputs Non-Executable Codes called ‘Bytecode’.
  • Bytecode is a highly optimized set of a computer instruction which could be executed by the Java Virtual Machine (JVM).
  • The translation into Bytecode makes a program easier to be executed across a wide range of platforms since all we need is a JVM designed for that particular platform.
  • JVMs for various platforms might vary in configuration, those they would all understand the same set of Bytecode, thereby making the Java Program ‘Platform Independent’.
2. What is the Difference between JDK and JRE?

When asked typical Java Interview Questions most startup Java developers get confused with JDK and JRE. And eventually, they settle for ‘anything would do man, as long as my program runs!!’ Not quite right if you aspire to make a living and career out of Programming.

The “JDK” is the Java Development Kit. I.e., the JDK is a bundle of software that you can use to develop Java-based software.


The “JRE” is the Java Runtime Environment. I.e., the JRE is an implementation of the Java Virtual Machine which actually executes Java programs.
Typically, each JDK contains one (or more) JRE’s along with the various development tools like the Java source compilers, bundling and deployment tools, debuggers, development libraries, etc.


3. What does the ‘static’ keyword mean?
We are sure you must be well-acquainted with the Java Basics. Now that we are settled with the initial concepts, let’s look into the Language specific offerings.
The static variable is associated with a class and not objects of that class. For example:
public class ExplainStatic {
      public static String name = "Look I am a static variable";
}
We have another class where-in we intend to access this static variable just defined.
public class Application {
        public static void main(String[] args) {
            System.out.println(ExplainStatic.name)
        }
}
This is one of the most common and fundamental Java interview questions. This is something you should have right at your finger-tips when asked. The eight Primitive Data types supported by Java are: We don’t create object of the class ExplainStatic to access the static variable. We directly use the class name itself: ExplainStatic.name

4. What are the Data Types supported by Java? What are Autoboxing and Unboxing?
  • Byte: 8-bit signed two’s complement integer. It has a minimum value of -128 and a maximum value of 127 (inclusive)
  • Short: 16-bit signed two’s complement integer. It has a minimum value of -32,768 and a maximum value of 32,767 (inclusive).
  • Int : 32-bit signed two’s complement integer. It has a minimum value of -2,147,483,648 and a maximum value of 2,147,483,647 (inclusive)
  • Long : 64-bit signed two’s complement integer. It has a minimum value of -9,223,372,036,854,775,808 and a maximum value of 9,223,372,036,854,775,807 (inclusive)
  • Float
  • Double

Autoboxing: The Java compiler brings about an automatic transformation of primitive type (int, float, double, etc.) into their object equivalents or wrapper type (Integer, Float, Double, etc) for the ease of compilation.

Unboxing: The automatic transformation of wrapper types into their primitive equivalent is known as Unboxing. Click to Read more

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