Supercharge your career growth in Data Science
Data Science Mathematics
Learn data science mathematics from basics in this free online training. Data science mathematics course is taught hands-on by experts. Learn about what is data science and data science skills sets in details with example.
What you learn in Data Science Mathematics ?
About this Free Certificate Course
Data Science is a field of Computer Science that employs scientific methods, processes, algorithms, and systems to extract information and derivations from structured and unstructured data. Mathematical concepts are applied across a broad range of application domains related to data mining, machine learning, and big data that are essentially connected to data science. Linear regression, logistic regression, and a decision tree make the important concepts as they are used in prediction models for classification and data fitting.
This free mathematics for data science course will help you understand various concepts such as introduction to the subject, deep learning, essential concepts of math for data science, required skills, different phases in data science, probability and statistics, machine learning, Model Performance Optimization, and various case studies to help you understand the role of mathematics in data science.
Great Learning holds out various Post-Graduate Programs in Data Science domains. You can register for the best Data Science course and earn a master's degree certificate from a renowned university. We aim to empower our learners with everything they need to succeed in their careers and be the best-fits globally. Join us today and start learning with millions of aspirants across the globe. Happy Learning!
Course Outline
This module gives you a clear picture of Data Science and how it is connected to mining, deep learning, and big data.
In this module, you will learn about data sampling techniques, imaging & text processing techniques, and more.
This module explains the agenda of this Data Science Mathematics free course.
You know that Data Scientist is the most in-demand profession, and similarly, multiple other jobs need various Data Science skills that are discussed here.
While learning this course, you may have thought about multiple questions like what role does Maths play in Data Science? This module gives answers to various such common questions.
Our course instructor
Dr. D Narayana
Professor, Artificial Intelligence and Machine Learning, Great Learning
Dr. Narayana holds a PHD in Mathematics from Pierre and Marie Curie University, Paris, France.
Dr. Narayana has more than 11 years of industry experience and over 4 years academic research experience. Over these years, he has worked as a professor, trader, project manager, team lead, and developer.
His area of expertise includes Machine learning, Optimization, Financial engineering and High frequency & algorithmic trading. He is proficient in R Language, Hadoop, Python & Big Data Technologies. He has published over ten research articles in international journals and conferences. He has taught courses in Big Data technologies, guided student projects and mentored students at premier institutes.
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Frequently Asked Questions
What type of math is used in data science?
Math is an integral part of computer science, and hence data science, an essential and most important domain of computer science. Calculus, linear algebra, discrete mathematics, graph theory, probability, and statistics are the primarily used field of mathematics in data science models.
Can I be a data scientist with a math degree?
No, just a math degree won't help you become a data scientist. You will have to hold a good knowledge of computer science and its fields like data science, big data, computing, and other related technologies.
Do I need to be good at math to be a data scientist?
Yes, mathematics is a foundation for any computer science technology. It is very important to master a few math concepts and at least know the basics of a few others to be a good data scientist.
Will I get a certificate after completing this Data Science Mathematics free course?
Yes, you will get a certificate of completion for Data Science Mathematics after completing all the modules and cracking the assessment. The assessment tests your knowledge of the subject and badges your skills.
How much does this Data Science Mathematics course cost?
It is an entirely free course from Great Learning Academy. Anyone interested in learning the basics of Data Science Mathematics can get started with this course.
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