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Data Analysis Pandas & NumPy (Telugu)

Language: Telugu

Instructors: Divanjali R

Validity Period: 30 days

₹1500 50% OFF

₹750 including GST

Why this course?


This course is designed to provide a comprehensive understanding of the fundamentals of machine learning using these powerful tools pandas and NumPy. This course also covers a machine learning project to apply the concepts learned in pandas and NumPy. By the end of the course, students will be equipped with the skills and knowledge necessary to start working on their own data preprocessing to kick start machine learning projects.

 Modules: 4 | Assignments: 1 | Projects – 1

Module 1:  Pandas

  • Pandas Intro: Pandas Series, Pandas Data Frames, Pandas Read CSV, Pandas Read JSON, Pandas Analyzing Data
  • Cleaning Data: Cleaning Empty Cells, Cleaning Wrong Format, Cleaning Wrong Data, Removing Duplicates
  • Correlation: Correlation using pandas
  • Plotting: Plotting, Scatter plot, Histogram

Module 2: NumPy

  1. NumPy Intro
  2. NumPy Creating Arrays
  3. NumPy Array Indexing
  4. NumPy Array Slicing
  5. NumPy Data Types
  6. NumPy Copy vs View.
  7. NumPy Array Shape
  8. NumPy Array Reshape
  9. NumPy Array Iterating
  10. NumPy Array Join
  11. NumPy Array Split
  12. NumPy Array Search
  13. NumPy Array Sort
  14. NumPy Array Filter
  15. NumPy zeros, ones, full
  16. NumPy range
  17. Mathematical manipulations 
  18. NumPy random

Module 3: Machine learning Project

Loan status prediction using machine learning.

Module 4: Assignments

Key Learning Objectives: This will help participants gain a deeper understanding of the concepts and tools covered in the course and develop their skills in using Pandas and NumPy for data analysis and manipulation.


For Related courses

After completing the course, automatically e-certificate will be generated for the participants.

Software / Tools:  Google colab:

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Course Curriculum

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