Data Science with Python

Categories: Python
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About Course

Data Science with Python – Beginner to Advanced is a complete journey into data analysis, visualization, and machine learning using Python. You’ll start with Python basics, then explore libraries like Pandas, NumPy, Matplotlib, and Seaborn. Finally, you’ll dive into machine learning with scikit-learn and build real-world projects. By the end, you’ll have the skills to analyze data, create insights, and develop predictive models.

Course Content

Introduction to Data Science

  • Lesson 1: What is Data Science?
  • Lesson 2: Data Science Lifecycle
  • Lesson 3: Types of Data
  • Lesson 4: Tools and Technologies
  • Lesson 5: Introduction to Python for Data Science
  • Lesson 6: Data Collection & Acquisition
  • Lesson 7: Data Cleaning & Preprocessing
  • Lesson 8: Exploratory Data Analysis (EDA)

Python Basics for Data Science

Data Exploration & Visualization

Introduction to Machine Learning