what are the subjects in CSD data science
Answer (1)
31st Aug, 2021
Hi,
Data science is simply defined as an interdisciplinary field of study which uses scientific processes, approaches , methods, systems and algorithms to extract requisite insights and information from structured and unstructured data.
Syllabus of data science is mainly of three components- big data , machine learning , modeling in data science.
Here is the complete Data Science Syllabus:
Introduction to Data Science
Mathematical & Statistical Skills
Machine Learning
Coding
Algorithms used in Machine Learning
Statistical Foundations for Data Science
Data Structures & Algorithms
Scientific Computing
Optimization Techniques
Data Visualization
Matrix Computations
Scholastic Models
Experimentation, Evaluation and Project Deployment Tools
Predictive Analytics and Segmentation using Clustering
Applied Mathematics and Informatics
Exploratory Data Analysis
Business Acumen & Artificial Intelligence
Hope it helps...
Data science is simply defined as an interdisciplinary field of study which uses scientific processes, approaches , methods, systems and algorithms to extract requisite insights and information from structured and unstructured data.
Syllabus of data science is mainly of three components- big data , machine learning , modeling in data science.
Here is the complete Data Science Syllabus:
Introduction to Data Science
Mathematical & Statistical Skills
Machine Learning
Coding
Algorithms used in Machine Learning
Statistical Foundations for Data Science
Data Structures & Algorithms
Scientific Computing
Optimization Techniques
Data Visualization
Matrix Computations
Scholastic Models
Experimentation, Evaluation and Project Deployment Tools
Predictive Analytics and Segmentation using Clustering
Applied Mathematics and Informatics
Exploratory Data Analysis
Business Acumen & Artificial Intelligence
Hope it helps...
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