UrbanPro
Login Ask & Answer Success Stories Paid Courses Free Classes Tuition & Classes Fees Write a Review All Categories Help Center
Post your Learning Need Signup as a Tutor
✕

Popular Cities

Bangalore

Hyderabad

Delhi

Mumbai

Chennai

Pune

Kolkata

Gurgaon

Ahmedabad

Jaipur

Noida

✕

Learn Data Science from the Best Tutors

  • Affordable fees
  • 1-1 or Group class
  • Flexible Timings
  • Verified Tutors

Book a Free Demo

Data Science > What are the mathematical prerequisites for data scienc...
✕

Search in

What are the mathematical prerequisites for data science?

Asked by Last Modified  

3 Answers

Follow 2
Answer

Please enter your answer

Data Analyst with 10 years of experience in Fintech, Product ,and IT Services

To excel in data science, you'll need a good grasp of several key mathematical areas: 1. **Statistics and Probability**: Understand how to summarize data, make predictions, and calculate likelihoods. Essential for analyzing data trends and making informed decisions. 2. **Linear Algebra**: Focus on...
read more
To excel in data science, you'll need a good grasp of several key mathematical areas: 1. **Statistics and Probability**: Understand how to summarize data, make predictions, and calculate likelihoods. Essential for analyzing data trends and making informed decisions. 2. **Linear Algebra**: Focus on operations with matrices and vectors, crucial for handling data structures in machine learning. 3. **Calculus**: Learn how changes in one variable affect another (derivatives) and the total accumulated value (integrals), important for optimizing machine learning models. 4. **Optimization Techniques**: Techniques to find the most effective solution, especially in machine learning for training models. 5. **Discrete Mathematics and Numerical Methods**: Useful for network analysis and algorithmic efficiency. Mastering these topics helps you model and solve data-related problems effectively. read less
Comments
Dislike Bookmark

I am online Quran teacher 7 years

To excel in data science, you'll need a good grasp of several key mathematical areas: 1. **Statistics and Probability**: Understand how to summarize data, make predictions, and calculate likelihoods. Essential for analyzing data trends and making informed decisions. 2. **Linear Algebra**: Focus on operations...
read more
To excel in data science, you'll need a good grasp of several key mathematical areas: 1. **Statistics and Probability**: Understand how to summarize data, make predictions, and calculate likelihoods. Essential for analyzing data trends and making informed decisions. 2. **Linear Algebra**: Focus on operations with matrices and vectors, crucial for handling data structures in machine learning. 3. **Calculus**: Learn how changes in one variable affect another (derivatives) and the total accumulated value (integrals), important for optimizing machine learning models. 4. **Optimization Techniques**: Techniques to find the most effective solution, especially in machine learning for training models. 5. **Discrete Mathematics and Numerical Methods**: Useful for network analysis and algorithmic efficiency. Mastering these topics helps you model and solve data-related problems effectively. read less
Comments
Dislike Bookmark

The mathematical prerequisites for data science are primarily linear algebra, calculus, and probability/statistics.
Comments
Dislike Bookmark

View 1 more Answers

Related Questions

I have 2+ yrs working experience in BI domain. Can I pursue Data science for a job change? Will I get Job opportunity as per my experience or not in field of data science? R or python what to chose?
Hi Asish you can choose R or Python selecting programming tools is not criteria learning Deep Analytics is most important you should focus on Mathematicsfor (classification algorithms) statistics(EDA...
Asish
0 0
8
I have been in the teaching field for 4+ years working as an assistant professor now I need to get into a software field. Basically, I doesn't know much about programming. I need suggestions on which field it would be good.
Hello Narasimha, Nice to hear that you served for 4.5yrs as asst professor and teaching is one of the best jobs you can do. To pursue the career in the software field, It must to have a programming background,...
Narasimha
Hi, currently I am working as associate systems engineer. But I am really interested in data science. How can I become a data scientist. Please suggest me a path.
Let me comprehend based on my 20 years of working experience. You need to know few things to become a data scientist. 1) Statistics and Mathematics : It is like a doctor having good understanding of...
Vamsi

which is the best college or institute for Data analysis course certificate  with Fresher placement support  in pune?
Hi.. There are the institutes conducting online courses. Like for example, Simplilearn Edureka. Particularly in pune, ExcelR* Hope it will helpful. *before joining compare with other institutes.
Priya
0 0
5

Is that possible to do machine learning course after b.com,mba Finance and marketing? 
Yes, you can. But as we know very well machine learning needs some programming fundamentals as well. So you have to go through a little touch up of programming and algorithms.
Priya

Now ask question in any of the 1000+ Categories, and get Answers from Tutors and Trainers on UrbanPro.com

Ask a Question

Related Lessons

What is Logistic Regression Model ?
Logistic regression is a form of regression which is used when the dependent is a dichotomy (yes or no) and the independents of any type (either continuous or binary). Logistic regression can be used...

Ashish R.

0 0
0
What are Kalman filters? Why they are popular in AI?
Imagine we are making a self-driving car and we are trying to localize its position in an environment. The sensors of the vehicle can detect cars, pedestrians, and cyclists. Knowing the location of these...

Harani M.

1 0
0
Code: Gantt Chart: Horizontal bar using matplotlib for tasks with Start Time and End Time
import pandas as pd from datetime import datetimeimport matplotlib.dates as datesimport matplotlib.pyplot as plt def gantt_chart(df_phase): # Now convert them to matplotlib's internal format... ...
R

Rishi B.

0 0
0
TOP 10 Tools for Data Science
TOP 10 Tools for Data Science1. Python2. SQL3. R4. Tableau5. PowerBI6. Java7. Julia8. Scala9. SAS10. ExcelTOP 10 Websites for Data Science1. Coursera3. EdX4. Udacity5. Kaggle6. Analytics Vidhya7. KDNuggets8....

Kavaiya Yashumar Amrutlal

0 0
0
1st Lesson -Data Science -Introduction
Here, I am going to cover on - What is Data Science, skills required to a data scientist and general tasks that data scientist do What is Data Science?This is an exciting discipline where we take the...

Sree Latha K.

1 0
1

Recommended Articles

Why Should you Become an IT Consultant

Information technology consultancy or Information technology consulting is a specialized field in which one can set their focus on providing advisory services to business firms on finding ways to use innovations in information technology to further their business and meet the objectives of the business. Not only does...

Read full article >

8 Hottest IT Careers of 2014!

Whether it was the Internet Era of 90s or the Big Data Era of today, Information Technology (IT) has given birth to several lucrative career options for many. Though there will not be a “significant" increase in demand for IT professionals in 2014 as compared to 2013, a “steady” demand for IT professionals is rest assured...

Read full article >

Top 5 Skills Every Software Developer Must have

Software Development has been one of the most popular career trends since years. The reason behind this is the fact that software are being used almost everywhere today.  In all of our lives, from the morning’s alarm clock to the coffee maker, car, mobile phone, computer, ATM and in almost everything we use in our daily...

Read full article >

Make a Career as a BPO Professional

Business Process outsourcing (BPO) services can be considered as a kind of outsourcing which involves subletting of specific functions associated with any business to a third party service provider. BPO is usually administered as a cost-saving procedure for functions which an organization needs but does not rely upon to...

Read full article >

Find Data Science Classes near you
Data Science Classes in Bangalore
Data Science Classes in Hyderabad
Data Science Classes in Delhi
Data Science Classes in Chennai
Data Science Classes in Pune
Data Science Classes in Mumbai
Data Science Classes in Noida
Data Science Classes in Gurgaon
Data Science Classes in Kolkata
Data Science Classes in Thane

Looking for Data Science Classes?

Learn from the Best Tutors on UrbanPro

Are you a Tutor or Training Institute?

Join UrbanPro Today to find students near you
X

Looking for Data Science Classes?

The best tutors for Data Science Classes are on UrbanPro

  • Select the best Tutor
  • Book & Attend a Free Demo
  • Pay and start Learning

Learn Data Science with the Best Tutors

The best Tutors for Data Science Classes are on UrbanPro

This website uses cookies

We use cookies to improve user experience. Choose what cookies you allow us to use. You can read more about our Cookie Policy in our Privacy Policy

Accept All
Decline All

UrbanPro.com is India's largest network of most trusted tutors and institutes. Over 55 lakh students rely on UrbanPro.com, to fulfill their learning requirements across 1,000+ categories. Using UrbanPro.com, parents, and students can compare multiple Tutors and Institutes and choose the one that best suits their requirements. More than 7.5 lakh verified Tutors and Institutes are helping millions of students every day and growing their tutoring business on UrbanPro.com. Whether you are looking for a tutor to learn mathematics, a German language trainer to brush up your German language skills or an institute to upgrade your IT skills, we have got the best selection of Tutors and Training Institutes for you. Read more

ThinkVidya Learning Pvt Ltd © 2010-2025 All Rights Reserved