What are the Subjects in Data Science?
If you plan to pursue a course in Data Science, it is imperative for you to know know what all are some subjects will be essential to your learning experience and fundamental for your understanding of the course. So, if you want to know that what are the topics under Data Science then here is a list that elucidates the same:
Module1 - Introduction and Importance of Data Science
Module2 - Statistics
Module3 - Information Visualisation
Module4 - Data Mining, Data Structures, and Data Manipulation
Module5 - Algorithms used in Machine Learning
Module6 - Data Scientist Roles and Responsibilities
Module7 - Data Acquisition and Data Science Life Cycle
Module8 - Deploying Recommender Systems on Real-World Data Sets
Module9 - Experimentation, Evaluation and Project Deployment Tools
Module10 - Predictive Analytics and Segmentation using Clustering
Module11 - Applied Mathematics and Informatics
Module12 - Working on Data Mining, Data Structures, and Data Manipulation
Module13 - Big Data Fundamentals and Hadoop Integration with R
How does Predictive Analysis Work?
The syllabus of Data Science is not just limited to the structuring of data in a comprehensive manner but can also be extended to analyzing unstructured data. The algorithms and tools taught through the course will help you in understanding the predictive analysis aspect of Data Science, which is used in modeling the business structure. Predictive analysis uses historical data to analyze and predict the upcoming trends in the market. This information can be used to influence the present way of handling business as well as help them make future decisions.
Is Coding Needed in Data Science?
Yes. to establish a successful career in this field, you need to have sound knowledge of programming languages like C, C++, Java, SQL, Python, etc. But why so? Coding/programming languages helps you identify, analyse, and organise unstructured data in an efficient way. These languages thus constitute an integral part of the syllabus of Data Science.
The field of Data Science is growing at an unprecedented rate and has a lot of scope for further growth if you decide to dive into it. While we have given you an insight into what the field holds for you, the syllabus of Data Science can vary in different colleges even if the core subjects stay the same. So if you wish to pursue Data Science courses and are confused about how to go about it, let the counsellors at GICSEH help you make the right decision and shortlist the best colleges for you.