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Python for AI - Complete Course

Master Python with NumPy, Pandas, Matplotlib for AI development.

Course Duration: 8 hours​

What You'll Learn​

  • Python fundamentals for data science
  • NumPy for numerical computing
  • Pandas for data manipulation
  • Matplotlib and Seaborn for visualization
  • Jupyter notebooks workflow
  • Best practices for AI development

Prerequisites​

  • Basic programming concepts (any language)
  • Computer with Python installed

Course Modules​

  1. Python Basics Review
  2. Data Types and Structures
  3. Functions and Modules
  4. NumPy Fundamentals
  5. NumPy Advanced Operations
  6. Pandas DataFrames
  7. Data Cleaning with Pandas
  8. Matplotlib Basics
  9. Advanced Visualizations
  10. Jupyter Notebook Mastery
  11. Project: Data Analysis Pipeline

Key Libraries​

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns