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Online Course Best Online Python Courses & Certificates with SageX
Science And Technology

Python for Data Preprocessing: Shaping Data for Analysis

Join us for the Sage Summer School on "Python for Data Preprocessing: Shaping Data for Analysis", a hands-on program designed to equip students with essential skills in cleaning, transforming, and preparing data using Python. Learn to handle real-world datasets using libraries like Pandas, NumPy, and Scikit-learn — the first step toward successful data analysis and machine learning!
Course ModeHybrid
Duration2 Weeks
Starts21 Jul 2025
Ends01 Aug 2025
Course Fee
₹1,000 /-
Registration Closed
About The Course

Overview

This hands-on course introduces the fundamentals of data preprocessing using Python. Students will learn to clean, transform, and prepare real-world datasets using libraries like Pandas, NumPy, and Scikit-learn. It's the perfect foundation for anyone aiming to pursue data analysis or machine learning.

Learning Goals

Course Outcomes

By the end of the course, participants will be able to:

  • Use Python and essential libraries for data handling

  • Clean, format, and preprocess datasets efficiently

  • Visualize and explore data insights

  • Prepare data for machine learning tasks

  • Build confidence for further study in data scienc

Curriculum

Course / Modules

Day 1: Introduction to Python & Jupyter Notebooks
Day 2: Data Types, Variables, and Basic Operations
Day 3: Working with NumPy Arrays
Day 4: Data Manipulation with Pandas (Series & DataFrames)
Day 5: Importing and Exporting Data (CSV, Excel, JSON)
Day 6: Handling Missing Data and Duplicates
Day 7: Data Cleaning & Transformation (Filtering, Mapping, Encoding)
Day 8: Feature Scaling and Normalization Techniques
Day 9: Data Visualization using Matplotlib and Seaborn
Day 10: Mini Project: Complete Data Preprocessing Pipeline

Learn From Experts

Our Trainers

Mr. Prateek Mishra
Mr. Prateek Mishra
He is a highly experienced and dedicated manager. Having trained 5K+ students and conducted 200+ sessions in colleges. With a passion for teaching and...
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Contact

Name: Swati Khanve

Mobile No: 7067775351