What is Data Science?
In this Data science online training you will understand all basics to advanced statistics and learn how to program in R & Python and how to use R & Python for effective data analysis. You will learn how to install and configure software necessary for a statistical programming environment and describe generic programming language concepts as they are implemented in a high-level statistical language.
The data science online training covers practical issues in statistical computing, which includes programming in R & Python, reading data into R & Python, accessing R packages & Python data science library and frameworks, writing R & Python functions, debugging, profiling R & Python code. Topics in statistical data analysis will provide working examples.
Who learn This Data Science course?
- Non-IT Professionals
- Non-BI Professionals
- Data Analysts
- Project Managers
- Job seekers
How I Execute the practicals?
We provide data science On line training related software and tools.
What are the prerequisites for Data Science On line training?
The Data science Online training course has no pre-requisites. No prior knowledge of Statistics, the language of R, Python or analytic techniques is required. This course covers from basic to advanced Statistics and Machine Learning Techniques.
Introduction to Data Science
- Introduction to Data Science, Tables,Database,ETL, EDW and Data Mining
- What is Data Science?
- Popular Tools
- Role of Data Scientist
- Analytics Methodology
Descriptive and Inferential Statistics
Statistics is concerned with the scientific method by which information is collected, organized, analyzed and interpreted for the purpose of description and decision-making.
There are two subdivisions of statistical method
Descriptive Statistics – It deals with the presentation of numerical facts, or data, in either tables or graphs form, and with the methodology of analyzing the data.
Inferential Statistics – It involves techniques for making inferences about the whole population on the basis of observations obtained from samples.