Data Science2
- 1. Data Science Introduction to Data Science
- 2. Topic to be Covered:- Data Science Skill Requirement for Data Science Data Scientist Role of Data Scientist Tools for Data Science Application of Data Science
- 3. Data Science • Data Science is the study of various machine learning algorithm to find the hidden pattern in the available data. • Data Science is the branch of Artificial Intelligence or we can say it is the future of Artificial Intelligence.
- 4. Skill Requirement for Data Science Technical Prerequisite:- Machine Learning Mathematical Learning Statistics Computer programming Database Non-Technical Prerequisite:- Curiosity Critical Thinking Communication Skills
- 5. Data Scientist Data Scientist is a person who transforms the data into meaningful insights, from which a good decision can be taken. Role of Data Scientist • Data Scientist identify the questions to understand business problem. • Process the data and convert it into suitable format for analysis . • Visualizing data
- 6. Tools for Data Science Data Analysis tools: Python, Statistics, SAS, Jupyter, Excel Data Warehousing: ETL, SQL, Hadoop, AWS redshift Data Visualization tools: R, Jupyter, Tableau, Congos Machine Learning tools: Spark, Mahout, Azure Ml studio
- 7. Applications of Data Science: Image Recognition and speech recognition Gaming world Internet search Transport Healthcare Recommendation Systems Risk detection
- 8. Thank you