Data Science: From Basics to Advanced Applications

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About Course

About This Data Science Course

Data is everywhere—and knowing how to understand and use it gives you a huge advantage. 

This Data Science course is your step-by-step guide to exploring, analyzing, and making predictions with data.

We will start with the basics: data wrangling, visualization, and Python programming. 

Then we will dive into real-world applications like building predictive models, working with machine learning algorithms, and solving data-driven problems.

Whether you are starting a career in tech, looking to level up your current role, or just curious about data—this course gives you the skills and confidence to start doing real data science work.

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What Will You Learn?

  • Clean, explore, and visualize real-world datasets
  • Write Python code for data manipulation and analysis
  • Apply machine learning models to make predictions
  • Communicate insights using dashboards and storytelling techniques
  • Understand the role of data ethics and privacy

Course Content

Week 1: Getting Started with Data Science

  • What is Data Science?
  • Setting up your Python environment
  • Basic Python for data tasks

Week 2: Data Wrangling & Cleaning

Week 3: Exploratory Data Analysis

Week 4: Introduction to Statistics

Week 5: Machine Learning Basics

Week 6: Unsupervised Learning & Clustering

Week 7: Data Storytelling & Dashboards

Week 8: Capstone Project