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Foundation Course

Python for Data Science Course

Master Python programming from fundamentals to advanced data science applications. Learn essential libraries including NumPy and Pandas, data visualization with Matplotlib and Seaborn, web scraping, APIs, and exploratory data analysis. Build end-to-end data science projects from data ingestion to visualization and reporting.

Python Programming Fundamentals
NumPy & Pandas Mastery
APIs & Web Scraping
Data Visualization & EDA

This comprehensive course takes you from Python basics to advanced data science techniques, covering data structures, file handling, data cleaning, visualization, and exploratory data analysis, culminating in an end-to-end capstone project that integrates all learned skills.

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Python for Data Science Course

Course Overview

Key Features

  • Structured 10-Lesson Curriculum from Python basics to advanced data science applications
  • Hands-on Jupyter Notebook Environment for interactive learning
  • Complete Data Science Workflow covering ingestion, cleaning, analysis, and visualization
  • Real-world Mini Project and Comprehensive Capstone Project
  • Industry-Standard Libraries including NumPy, Pandas, Matplotlib, and Seaborn
  • Practical Skills in API integration, web scraping, and data I/O operations

Skills You'll Master

  • Python Programming Fundamentals: Syntax, data structures, control flow, and functions
  • Data Manipulation: NumPy arrays, Pandas DataFrames, indexing, and slicing techniques
  • Data Cleaning & Preprocessing: Missing value handling, outlier detection, and data type conversions
  • Data Visualization: Matplotlib essentials, Seaborn statistical plots, and custom styling
  • External Data Sources: REST APIs, web scraping with BeautifulSoup, and file I/O operations
  • Exploratory Data Analysis: Descriptive statistics, correlations, and hypothesis generation

Curriculum Details

Eligibility:
No programming experience required - beginner-friendly
Prerequisites:
Basic computer literacy and logical thinking skills
Duration:
10 comprehensive lessons + mini project + capstone