Entri Blog
No Result
View All Result
Tuesday, June 6, 2023
  • State PSC
    • Kerala PSC
    • TNPSC
    • APPSC
    • TSPSC
    • BPSC
    • Karnataka PSC
    • MPPSC
    • UPPSC
  • Banking
    • IBPS PO Notification
    • IBPS Clerk Notification
    • SBI PO Notification
    • SBI Clerk Notification
    • SBI SO Notification
    • SBI Apprentice Notification
    • Canara Bank PO Notification
    • Indian Bank PO Notification
    • RBI Assistant Notification
    • RBI Office Attendant Notification
    • IBPS RRB Notification
    • IBPS RRB Office Assistant Notification
  • Govt Exams
    • Railway
    • SSC
  • Skilling
    • Coding
    • Spoken English
    • Stock Marketing
  • TET
    • APTET
    • CTET
    • DSSSB
    • Karnataka TET
    • Kerala TET
    • KVS
    • MPTET
    • SUPER TET
    • TNTET
    • TSTET
    • UPTET
  • Courses
    • Data Science Course
      • Data Science Malayalam
    • Full Stack Developer Course
      • Full Stack Development Malayalam
      • Full Stack Development Hindi
      • Full Stack Development Tamil
      • Full Stack Development Telugu
      • Full Stack Development Kannada
    • Stock Market Course
      • Stock Market Course in Malayalam
      • Stock Market Course in Tamil
      • Options Trading Course
    • Spoken English Course
      • Spoken English Course in Malayalam
      • Spoken English Course in Hindi
      • Spoken English Course in Telugu
      • Spoken English Course in Tamil
      • Spoken English Course in Kannada
    • Python Programming Course
    • Practical Accounting Course
    • Quantity Surveying Course
  • Others
    • GATE
    • MAT
    • KMAT
    • UPSC
Try out Spoken English!
Entri Blog
  • State PSC
    • Kerala PSC
    • TNPSC
    • APPSC
    • TSPSC
    • BPSC
    • Karnataka PSC
    • MPPSC
    • UPPSC
  • Banking
    • IBPS PO Notification
    • IBPS Clerk Notification
    • SBI PO Notification
    • SBI Clerk Notification
    • SBI SO Notification
    • SBI Apprentice Notification
    • Canara Bank PO Notification
    • Indian Bank PO Notification
    • RBI Assistant Notification
    • RBI Office Attendant Notification
    • IBPS RRB Notification
    • IBPS RRB Office Assistant Notification
  • Govt Exams
    • Railway
    • SSC
  • Skilling
    • Coding
    • Spoken English
    • Stock Marketing
  • TET
    • APTET
    • CTET
    • DSSSB
    • Karnataka TET
    • Kerala TET
    • KVS
    • MPTET
    • SUPER TET
    • TNTET
    • TSTET
    • UPTET
  • Courses
    • Data Science Course
      • Data Science Malayalam
    • Full Stack Developer Course
      • Full Stack Development Malayalam
      • Full Stack Development Hindi
      • Full Stack Development Tamil
      • Full Stack Development Telugu
      • Full Stack Development Kannada
    • Stock Market Course
      • Stock Market Course in Malayalam
      • Stock Market Course in Tamil
      • Options Trading Course
    • Spoken English Course
      • Spoken English Course in Malayalam
      • Spoken English Course in Hindi
      • Spoken English Course in Telugu
      • Spoken English Course in Tamil
      • Spoken English Course in Kannada
    • Python Programming Course
    • Practical Accounting Course
    • Quantity Surveying Course
  • Others
    • GATE
    • MAT
    • KMAT
    • UPSC
No Result
View All Result
Entri Blog
Spoken English
banner top article banner top article
Home Articles

Data Science vs Machine Learning

by Akhil M G
November 15, 2022
in Articles, Coding, Data Science and Machine Learning, Java Programming, React Native, Web and Android Development
Data Science vs Machine Learning
Share on FacebookShare on WhatsAppShare on Telegram

Table of Contents

  • The Two Technology Disciplines
  • How Do They Differ
  • Where Are Data Scientists Used?
  • Salaries of Data Scientists
  • Ways to Become a Data Scientist
  • Best Masters Programs for Becoming a Data Scientist
  • Best Universities for Doing Doctoral Work in AI, Deep Learning, and Machine Learning

Data science and machine learning are related but different fields with unique roles in the business world. One of the primary differences between data science and machine learning is that the field of data science prioritizes understanding your data, while machine learning focuses on analyzing your data to predict future events or trends. In this blog post, we’ll dive into what each field entails and how they relate to one another.

 

The Two Technology Disciplines

Although they’re closely related, data science and machine learning are two different disciplines within tech. While data science typically refers to a specific role within an organization (such as Chief Data Officer or Data Scientist), machine learning refers to a set of algorithms that produce predictive outputs. In other words, it can be hard to make apples-to-apples comparisons between jobs in these two fields because both are constantly evolving due to advancements in technology. What we do know for sure is that when it comes to hiring, machine learning engineers will earn more than data scientists over time—but why exactly? And which one should you go after if you want a lucrative career in tech? It all depends on what you like to do at work.

How Do They Differ

How are data science and machine learning different? Because they’re both interdisciplinary, it can be hard to say where one ends and another begins. But, at their core, data science focuses on producing insights from information, while machine learning focuses on building a computer program that automatically adapts to new data sets. That doesn’t mean you need to be a master in either field—even a basic understanding of one helps when studying another. Additionally, big companies like Google operate in both spaces; some employees work on analytical tasks, while others focus more on software development for auto-predictive algorithms. As with most things, there isn’t just one answer here: It depends on what you want to do with your career. If you have an interest in using computers to analyze data and make predictions based on past trends, then working towards becoming a data scientist might be right for you. If instead, you want to create programs that learn as they go (and don’t require constant updating), then a career as a machine learning engineer could fit your needs better. Either way, if you’re interested in these fields it’s worth exploring them further!

Enroll in our latest web development course and get free placement assistance 

Where Are Data Scientists Used?

Another major divide in data science is found in its use cases, or where it’s used. Historically, Big Data has been focused on collecting data from sources internal to a business (i.e., IT systems) or from publicly available information, but new technologies have changed that. Now there are open-source libraries like Scikit-Learn, which focus on advancing machine learning through algorithms for classification, regression, and clustering. Within these communities of developers, you’ll find a lot of overlap with big data technologies; Hadoop users often leverage Python as well as R languages like Julia—and even Scala—to create their models instead of writing code directly in Java or C++.

Salaries of Data Scientists

Salaries for data scientists can vary widely by region. The U.S. Bureau of Labor Statistics reports that in May 2014, the median annual salary of all computer programmers in the United States was $80,580; however, average annual salaries vary by as much as 50 percent based on a number of factors such as a company’s location or industry sector. According to Indeed (March 2016), data scientists with one to three years’ experience earned an average base salary of $109,000 annually while those with five to nine years’ experience earned an average base salary of $137,000 annually. Salaries also vary based on factors such as industry (e.g., technology vs. healthcare) and specific skills (e.g., R programming language). For example, according to Glassdoor (May 2016), experienced data scientists earn an average base salary of $130,000 at Facebook ($99K entry level); $122,000 at Google ($110K entry level); and $112,500 at Amazon ($100K entry-level). In addition to their salaries, many companies offer generous perks such as competitive health insurance packages and flexible work schedules.

Ways to Become a Data Scientist

In all of your research, you’ve probably come across dozens of articles talking about how to become a data scientist. Most of them will have a list of skills you should learn or things you should know. Now that you’ve been through our Data Scientist Crash Course, we want to show you what an actual data science resume should look like.  Our Data science course was designed to give you everything you need to get started as a data scientist in as little time as possible. However, if you’d like to continue learning, there are plenty of resources available online where you can find even more information about each topic covered in this course. The following websites contain free materials which will allow you to dive deeper into various topics discussed in our crash course

Best Masters Programs for Becoming a Data Scientist

So, you want to become a data scientist. That’s awesome. But where do you start? You have to learn coding, for one thing, as well as various software languages, depending on what kinds of jobs you’re looking for. There are also plenty of higher-level skills that will help separate you from all those other newbies: statistics and analytics expertise; experience writing machine learning algorithms; knowledge of how to build great dashboards that explain important findings in clear, concise language (and most importantly: how to make them easy for everyone else on your team); perhaps a few industry certifications.

Best Universities for Doing Doctoral Work in AI, Deep Learning, and Machine Learning

Most Popular Universities  Harvard, Stanford, Berkeley, Oxford University. Some of these universities teach deep learning with python. Check out different courses for each university for more details on courses available in Artificial Intelligence. For example Harvard University Python for Data Science Course; it’s an applied-focused course that teaches you how to put Python to work in some very common business scenarios involving data science tasks like data exploration, machine learning, predictive modeling, and statistical inference. You learn Python as a programming language while also getting an applied introduction to machine learning techniques via real-world case studies implemented in Python at each step along the way. If you are interested to learn new coding skills, the Entri app will help you to acquire them very easily. Entri app is following a structural study plan so that the students can learn very easily. If you don’t have a coding background, it won’t be any problem. You can download the Entri app from the google play store and enroll in your favorite course.

Get the latest updates on programming languages in the Entri app

Share61SendShare
Akhil M G

Akhil M G

Related Posts

IELTS Score for Ireland explained
Articles

IELTS Score for Ireland

May 18, 2023
basic statistics to start data science journey
Articles

Basic Statistics to Start Data Science Journey

May 18, 2023
IELTS Score for Australia
Articles

IELTS Score for Australia

May 19, 2023
Next Post
Data Science Salary and Career In 2022

Data Science Salary and Career In 2023

Discussion about this post

More to Explore

  1. Future of Python Developers
  2. Python Online Course with 100% Placement
  3. Steps To Code A Video Conferencing App Using Python
  4. Python Advanced Interview Questions and Answers
  5. Introduction to Data Visualization in Python
  6. Python developer – Skills, Courses, Job Roles
  7. Python Developer Salary in India
  8. Method Overloading in Python

Practice Programs

  1. Program for Finding Factorial of a Number in Python
  2. Python Program to Convert Decimal to Binary Number
  3. Python Program for Fibonacci Series
  4. Prime Number Program in Python
  5. Python Program to Check Armstrong Number

Courses

  • Data Science Course
  • Full Stack Developer Course
  • Data Science Course in Malayalam
  • Full Stack Developer Course in Malayalam
  • Full Stack Developer Course in Hindi
  • Full Stack Developer Course in Tamil
  • Full Stack Developer Course in Telugu
  • Full Stack Developer Course in Kannada

Company

  • Become a teacher
  • Login to Entri Web

Quick Links

  • Articles
  • Videos
  • Entri Daily Quiz Practice
  • Current Affairs & GK
  • News Capsule – eBook
  • Preparation Tips
  • Kerala PSC Gold
  • Entri Skilling

Popular Exam

  • IBPS Exam
  • SBI Exam
  • Railway RRB Exam
  • Kerala PSC
  • Tamil Nadu PSC
  • Telangana PSC
  • Andhra Pradesh PSC
  • MPPSC
  • UPPSC
  • Karnataka PSC
  • Staff Selection Commission Exam

© 2021 Entri.app - Privacy Policy | Terms of Service

No Result
View All Result
  • State PSC
    • Kerala PSC
    • TNPSC
    • APPSC
    • TSPSC
    • BPSC
    • Karnataka PSC
    • MPPSC
    • UPPSC
  • Banking
    • IBPS PO Notification
    • IBPS Clerk Notification
    • SBI PO Notification
    • SBI Clerk Notification
    • SBI SO Notification
    • SBI Apprentice Notification
    • Canara Bank PO Notification
    • Indian Bank PO Notification
    • RBI Assistant Notification
    • RBI Office Attendant Notification
    • IBPS RRB Notification
    • IBPS RRB Office Assistant Notification
  • Govt Exams
    • Railway
    • SSC
  • Skilling
    • Coding
    • Spoken English
    • Stock Marketing
  • TET
    • APTET
    • CTET
    • DSSSB
    • Karnataka TET
    • Kerala TET
    • KVS
    • MPTET
    • SUPER TET
    • TNTET
    • TSTET
    • UPTET
  • Courses
    • Data Science Course
      • Data Science Malayalam
    • Full Stack Developer Course
      • Full Stack Development Malayalam
      • Full Stack Development Hindi
      • Full Stack Development Tamil
      • Full Stack Development Telugu
      • Full Stack Development Kannada
    • Stock Market Course
      • Stock Market Course in Malayalam
      • Stock Market Course in Tamil
      • Options Trading Course
    • Spoken English Course
      • Spoken English Course in Malayalam
      • Spoken English Course in Hindi
      • Spoken English Course in Telugu
      • Spoken English Course in Tamil
      • Spoken English Course in Kannada
    • Python Programming Course
    • Practical Accounting Course
    • Quantity Surveying Course
  • Others
    • GATE
    • MAT
    • KMAT
    • UPSC

© 2021 Entri.app - Privacy Policy | Terms of Service