💻 Coding & TechnologyintermediatePaid
Python for Data Science
Master Python programming for data analysis, visualization, and machine learning
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Level
intermediate
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Language
english
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Enrolled
94
About This Course
Learn Python programming with a focus on data science applications. This course covers pandas, numpy, matplotlib, and an introduction to machine learning with scikit-learn.
What you will learn
- Write clean, idiomatic Python code
- Analyze and clean real-world datasets with pandas
- Create compelling visualizations with matplotlib
- Build and evaluate basic machine learning models
Hands-on learning
Every module ends with a real-world dataset and guided exercises. You will finish with a portfolio-ready capstone project that demonstrates your analysis skills to employers.
Course Curriculum
Module 1: Python Fundamentals
Core Python programming concepts
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PreviewPython Setup and Basics
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Data Types and Variables
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Control Flow
Module 2: Data Analysis with Pandas
Learn to manipulate and analyze data
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Introduction to Pandas
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DataFrames and Series
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Data Cleaning
Module 3: Visualization and Machine Learning
Create insights and predictions from data
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Plotting with Matplotlib
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Introduction to scikit-learn
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Capstone Project