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Python for Data Science & AI

Dive into the world of data science and artificial intelligence. Master Python fundamentals and build intelligent applications that solve real problems.

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Data Science and AI

What You'll Learn

Python Fundamentals

Master Python syntax, data structures, and programming concepts

Data Analysis with Pandas

Clean, manipulate, and analyze data using pandas library

NumPy & Scientific Computing

Perform numerical computations and array operations

Data Visualization

Create compelling visualizations with Matplotlib and Seaborn

Machine Learning Basics

Build predictive models with scikit-learn

Real-World Projects

Apply skills to solve actual business problems

Course Curriculum

10 weeks of comprehensive Python and data science training

Module 1: Python Programming Basics

Variables, data types, operators, control flow, functions, and error handling

Module 2: Advanced Python Concepts

Object-oriented programming, modules, file handling, and regular expressions

Module 3: NumPy for Numerical Computing

Arrays, indexing, slicing, broadcasting, and mathematical operations

Module 4: Pandas for Data Analysis

DataFrames, data cleaning, filtering, grouping, and merging datasets

Module 5: Data Visualization

Creating charts with Matplotlib, advanced visualizations with Seaborn

Module 6: Statistical Analysis

Descriptive statistics, hypothesis testing, and correlation analysis

Module 7: Introduction to Machine Learning

Supervised learning, regression, classification, and model evaluation

Module 8: Advanced ML Algorithms

Decision trees, random forests, neural networks, and ensemble methods

Module 9: Capstone Project

Complete end-to-end data science project from data collection to deployment

Course Features

Interactive Notebooks

Learn with Jupyter notebooks

Real Datasets

Work with authentic data

Expert Instruction

Learn from data scientists

Certificate

Showcase your achievement

Lifetime Access

Keep learning forever

Q&A Support

Get answers quickly

Start Your Data Science Journey

Master Python and unlock the power of data and AI

Enroll for $179