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Python for Data Science

Python for Data Science

Learn to harness the power of Python for data analysis, visualization, and machine learning. Develop practical skills with pandas, NumPy, Matplotlib, and scikit-learn to extract insights from data and build predictive models.
0 Students
0 Lectures

What Will You Learn?

NumPy fundamentals
Pandas for data manipulation
Data visualization techniques
Statistical analysis basics
Machine learning introduction
Data cleaning methods
Feature engineering
Model evaluation
Real-world datasets
Project workflow

About This Course

This comprehensive course will equip you with the Python programming skills and data science tools needed to analyze complex datasets and extract meaningful insights. You'll learn how to manipulate data, create visualizations, and build machine learning models using Python's powerful libraries.

Starting with Python fundamentals, you'll progress to data manipulation with pandas, numerical computing with NumPy, data visualization with Matplotlib and Seaborn, and machine learning with scikit-learn. You'll work with real-world datasets to solve practical problems and develop a portfolio of data science projects.

By the end of the course, you'll have the skills to perform exploratory data analysis, create compelling visualizations, and implement machine learning algorithms. Whether you're looking to start a career in data science or enhance your current role with data analysis skills, this course provides the foundation you need to succeed.

Requirements

Curiosity about data analysis
No prior data science experience
Jupyter Notebook installed
Understanding of math concepts
Basic Python knowledge
Requirements

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لیندا اندرسون
لیندا اندرسون
(2)
4 Courses
1 Students
من برنامه‌نویسی با بیش از ۱۲ سال تجربه در صنایع مختلف هستم، ۱۶ سال اخیر را در IBM گذرانده‌ام. اکنون به‌صورت مستقل اپلیکیشن‌های اندروید توسعه می‌دهم؛ با زبان‌هایی مانند جاوا، جاوااسکریپت و پایتون برنامه‌نویسی می‌کنم و به نسل بعدی برنامه‌نویسان کمک می‌کنم تا مهارت‌هایی را که در طول سال‌ها کسب کرده‌ام بیاموزند. اولین برنامه‌ای که فروختم، مدیریت موجودی انبار را انجام می‌داد و روی ...
Curriculum Overview

This course includes 4 modules, 0 lessons, and 0 hours of materials.

Certificates
1 Parts
Course Certificate
Course Certificate
If you pass all the lessons in this course, you will receive this certificate.
Type Course Certificate
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Python for Data Science
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This Course Includes

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Official Certificate
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Course Forum

Course Specifications

Sections
4
Lessons
0
Capacity
Unlimited
Duration
3:20 Hours
Students
0
Created Date
10 March 2024
Updated Date
5 July 2025
لیندا اندرسون
لیندا اندرسون

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Python for Data Science