Advanced Certification Python for Data Analysis

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Course Outline

Part-1

A. Data Structure

  • List
  • Tuples
  • Sets
  • Dictionary

B. Methods & Functions

  • Lambda
  • Map & Filter

C. OOPS Concepts

Part-2

Python for Data Analysis- Numpy

  • Introduction to Numpy
  • Numpy Arrays
  • Quick Note on Array Indexing
  • Numpy Array Indexing
  • Numpy Operation
  • Numpy Exercises

Python for Data Analysis – Pandas

  • Introduction to Pandas
  • Series
  • Dataframes – Part 1
  • Dataframes – Part 2
  • Missing Data
  • Groupby
  • Merging joining and Concatenating
  • Operations
  • Data Input amd Putput
  • Python for Data Analysis- Pandas Exercises

Faq’s

What is Data Analytics, and why is it popular these days?
Is it necessary to know coding or programming knowledge, before we learn Data Analytics?
What are the job prospects after completing a course in Data Analysis?
Can a Fresher also apply for a Data Analyst position?
Why do we need to learn Python before we start in Data Science?
How different is Data Analysis from Data Visualization?
Can we use skill in Data Analysis to excel a career in Artificial Intelligence?

Adv. Certification Python for Data Analysis

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