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Data Science With Python In Nepal

Data Science With Python Training

ㅤ Duration:3 Months ㅤㅤㅤㅤ ㅤCareer:Data Analyst,Data Engineers,Database Administrator,Machine Learning Engineer,Data Scientist,Data Architect,Statistician,Business Analyst,Data and Analytics Manager
Course Overview Course Syllabus

Description

This course will introduce the learner to the basics of the python programming environment, including fundamental python programming techniques such as lambdas, reading and manipulating csv files, and the numpy library. The course will introduce data manipulation and cleaning techniques using the popular python pandas data science library and introduce the abstraction of the Series and DataFrame as the central data structures for data analysis, along with tutorials on how to use functions such as groupby, merge, and pivot tables effectively. By the end of this course, students will be able to take tabular data, clean it, manipulate it, and run basic inferential statistical analyses. This course should be taken before any of the other Applied Data Science with Python courses: Applied Plotting, Charting & Data Representation in Python, Applied Machine Learning in Python, Applied Text Mining in Python, Applied Social Network Analysis in Python.

  • Probability and Inferential Statistics.
  • Discrete Mathematics.
  • Data Warehousing and Multidimensional Modelling.
  • Object-Oriented Programming in Java Machine Learning.
  • Operations Research and Optimization Techniques.
  • Introduction to Artificial Intelligence.
  • Cloud Computing.
  • Machine Learning.





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