Courses detalis

Data Science

Data Science

Data science is the field of study that combines domain expertise, programming skills, and knowledge of mathematics and statistics to extract meaningful insights from data. Data science practitioners apply machine learning algorithms to numbers, text, images, video, audio, and more to produce artificial intelligence (AI) systems to perform tasks that ordinarily require human intelligence. In turn, these systems generate insights which analysts and business users can translate into tangible business value.

Why Data Science is Important?

More and more companies are coming to realize the importance of data science, Al, and machine learning. Regard-less of industry or size, organizations that wish to remain competitive in the age of big data need to efficiently develop and implement data science capabilities or risk being left behind

Course Coverage:
  1. Introduction to python
  2. Hands-on exercise
  3. Writing functions
  4. Hand-on exercise
  5. Pandas and data manipulation-1
  6. Pandas and Data manipulation-2
  7. Hand-on exercise
  8. Tools and techniques-1
  9. Tools and techniques-2
  10. Hands-n exercise
  11. Introduction to data visualization-1(Matplotlib)
  12. Introduction to data visualization-2 (Seaborn)
  13. Introduction to data visualization-3 (Seaborn)
  14. Hands-n exercises
  15. Importing data-1
  16. Importing data-2
  17. Cleaning data-1
  18. Dates and time in Python
  19. Hands-on exercise
  20. Exploratory data analysis
  21. Hands-on exercise
  22. Supervised learning
  23. Unsupervised learning
  24. Hands-on exercises
  25. Tree based models
  26. Cluster Analysis
  27. Hands-on Exercise
  28. Project
  29. Feedback

Scroll