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Python Data Science & Analytics

Master Data Analysis and Machine Learning

Learn data analysis, visualization, and machine learning using Python and its powerful data science libraries.

12 weeks
789 students
4.8 (230 reviews)
Beginner
Dr. Anna Rodriguez

Dr. Anna Rodriguez

Data Scientist at IBM

Python Data Science & Analytics
Course Overview

What You'll Learn

  • Python for Data Science
  • Pandas Data Analysis
  • NumPy Computations
  • Matplotlib Visualizations
  • Scikit-learn Models

Course Includes

  • 12 weeks of data science training
  • 45+ hours of video content
  • 9 data science projects
  • Weekly expert sessions
  • Private data science community
  • Certificate of completion
  • Lifetime access to materials
  • Career support for data scientists
Curriculum
Week 1-2

Python for Data Science

  • Python Basics
  • Data Types
  • Functions
  • Libraries Setup
Week 3-4

Data Analysis with Pandas

  • DataFrames
  • Data Cleaning
  • Merging
  • Grouping
Week 5-6

Data Visualization

  • Matplotlib
  • Seaborn
  • Plotly
  • Dashboard Creation
Week 7-8

Machine Learning Basics

  • Regression
  • Classification
  • Clustering
  • Model Evaluation
Week 9-10

Advanced Machine Learning

  • Feature Engineering
  • Hyperparameter Tuning
  • Pipelines
  • Cross-Validation
Week 11-12

Data Science Projects

  • Real-World Datasets
  • End-to-End Projects
  • Presentation
  • Portfolio
Prerequisites
  • Basic Python knowledge
  • Familiarity with mathematics
  • No prior data science experience required
  • Analytical mindset

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Course Details
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Certificate Included

Industry-recognized completion certificate

Lifetime Access

Access materials forever