Data Science Course

Categories: Big data
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About Course

Data science is a multidisciplinary field that extracts knowledge and insights from data using scientific methods, processes, algorithms, and systems.

It involves gathering, processing, and analyzing data to understand past events, predict future outcomes, and inform decision-making.

Equip learners with foundational to advanced knowledge of cybersecurity, covering threat identification, system protection, and proactive defense strategies using real-world tools and techniques.

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

Module 1: Getting Started with Data Science

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

Module 2: Data Wrangling & Cleaning

Module 3: Exploratory Data Analysis

Module 4: Introduction to Statistics

Module 5: Machine Learning Basics

Module 6: Unsupervised Learning & Clustering

Module 7: Data Storytelling & Dashboards

Module 8: Capstone Project